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By [dgongut](https://github.com/dgongut/).", "stars": "244"}, {"name": "docker-it-scala", "url": "https://github.com/whisklabs/docker-it-scala", "description": "", "stars": "433"}, {"name": "docker-java-api", "url": "https://github.com/amihaiemil/docker-java-api", "description": "", "stars": "274"}, {"name": "docker-maven-plugin", "url": "https://github.com/fabric8io/docker-maven-plugin", "description": "A Maven plugin for running and creating Docker images.", "stars": "1.9k"}, {"name": "Docker.DotNet", "url": "https://github.com/Microsoft/Docker.DotNet", "description": "C#/.NET HTTP client for the Docker remote API.", "stars": "2.4k"}, {"name": "Docker.Registry.DotNet", "url": "https://github.com/ChangemakerStudios/Docker.Registry.DotNet", "description": ".NET (C#) Client Library for interacting with a Docker Registry API (v2) [rquackenbush](https://github.com/rquackenbush).", "stars": "42"}, {"name": "dockerode", "url": "https://github.com/apocas/dockerode", "description": "Docker Remote API node.js module.", "stars": "4.9k"}, {"name": "DoMonit", "url": "https://github.com/eon01/DoMonit", "description": "", "stars": "76"}, {"name": "go-dockerclient", "url": "https://github.com/fsouza/go-dockerclient/", "description": "Go HTTP client for the Docker remote API.", "stars": "2.2k"}, {"name": "Gradle Docker plugin", "url": "https://github.com/gesellix/gradle-docker-plugin", "description": "A Docker remote api plugin for Gradle.", "stars": "81"}, {"name": "Portainer stack utils", "url": "https://github.com/greenled/portainer-stack-utils", "description": "Bash script to deploy/update/undeploy Docker stacks in a Portainer instance from a docker-compose yaml file. 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By [EugenMayer](https://github.com/EugenMayer).", "stars": "3.6k"}, {"name": "docker-vm", "url": "https://github.com/shyiko/docker-vm", "description": "", "stars": "43"}, {"name": "DockerDL", "url": "https://github.com/matifali/dockerdl", "description": "Deep Learning Docker Images. Don't waste time setting up a deep learning env when you can get a deep learning environment with everything pre-installed.", "stars": "87"}, {"name": "Eclipse Che", "url": "https://github.com/eclipse/che", "description": "Developer workspace server with Docker runtimes, cloud IDE, next-generation Eclipse IDE.", "stars": "7.1k"}, {"name": "EnvCLI", "url": "https://github.com/EnvCLI/EnvCLI", "description": "Replace your local installation of Node, Go, ... with project-specific docker containers. By [EnvCLI](https://github.com/EnvCLI).", "stars": "116"}, {"name": "ESP32 Linux - Docker builder", "url": "https://github.com/hpsaturn/esp32s3-linux", "description": "Container solution to compile Linux and develop it for ESP32 microcontrollers - By [Hpsaturn](https://github.com/hpsaturn).", "stars": "78"}, {"name": "Gebug", "url": "https://github.com/moshebe/gebug", "description": "A tool that makes debugging of Dockerized Go applications super easy by enabling Debugger and Hot-Reload features, seamlessly.", "stars": "634"}, {"name": "HarborPilot", "url": "https://github.com/potterwhite/HarborPilot", "description": "Automated multi-platform Docker image builder for embedded Linux development (RK3588, RV1126, RK3568). Features three-layer config inheritance, PORT\\_SLOT-based port allocation, and cross-version Ubuntu support (20.04/22.04/24.04). By [potterwhite](https://github.com/potterwhite).", "stars": "2"}, {"name": "Kitt", "url": "https://github.com/senges/kitt", "description": "", "stars": "20"}, {"name": "Lando", "url": "https://github.com/lando/lando", "description": "Lando is for developers who want to quickly specify and painlessly spin up the services and tools needed to develop their projects. By [Tandem](https://www.thinktandem.io/).", "stars": "4.2k"}, {"name": "Rust Universal Compiler", "url": "https://github.com/Peco602/rust-universal-compiler", "description": "", "stars": "33"}, {"name": "uniget", "url": "https://github.com/uniget-org/cli", "description": "Uni(versal)get, the installer and updater for container tools and beyond (formerly docker-setup). By [nicholasdille](https://github.com/nicholasdille).", "stars": "20"}, {"name": "Vagga", "url": "https://github.com/tailhook/vagga", "description": "", "stars": "1.9k"}, {"name": "Zsh-in-Docker", "url": "https://github.com/deluan/zsh-in-docker", "description": "Install Zsh, Oh-My-Zsh and plugins inside a Docker container with one line! By [Deluan](https://www.deluan.com).", "stars": "1.1k"}], "notes": []}, {"name": "Docker \u2014 Garbage Collection", "entries": [{"name": "caduc", "url": "https://github.com/tjamet/caduc", "description": "", "stars": "21"}, {"name": "Docker Clean", "url": "https://github.com/ZZROTDesign/docker-clean", "description": "", "stars": "1.3k"}, {"name": "docker-custodian", "url": "https://github.com/Yelp/docker-custodian", "description": "Keep docker hosts tidy. By [Yelp](https://github.com/Yelp).", "stars": "374"}, {"name": "docker\\_gc", "url": "https://github.com/pdacity/docker_gc", "description": "", "stars": "129"}, {"name": "Docuum", "url": "https://github.com/stepchowfun/docuum", "description": "Least recently used (LRU) eviction of Docker images.", "stars": "688"}], "notes": []}, {"name": "Docker \u2014 Serverless", "entries": [{"name": "Apache OpenWhisk", "url": "https://github.com/apache/openwhisk", "description": "A serverless, open source cloud platform that executes functions in response to events at any scale. 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By [OpenFaaS](https://github.com/openfaas).", "stars": "26k"}, {"name": "SCAR", "url": "https://github.com/grycap/scar", "description": "", "stars": "599"}], "notes": []}, {"name": "Docker \u2014 Testing", "entries": [{"name": "Container Structure Test", "url": "https://github.com/GoogleContainerTools/container-structure-test", "description": "A framework to validate the structure of an image by checking the outputs of commands or the contents of the filesystem. 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See the [slides](https://rwc.iacr.org/2018/Slides/Lewi.pdf) for more details."}, {"name": "The new NIST password guidance", "url": "https://pciguru.wordpress.com/2019/03/11/the-new-nist-password-guidance/", "description": "A summary of [NIST Special Publication 800-63B](https://pages.nist.gov/800-63-3/sp800-63b.html) covering new password complexity guidelines."}, {"name": "Password Storage Cheat Sheet", "url": "https://cheatsheetseries.owasp.org/cheatsheets/Password_Storage_Cheat_Sheet.html", "description": "The only way to slow down offline attacks is by carefully choosing hash algorithms that are as resource intensive as possible."}, {"name": "Password expiration is dead", "url": "https://techcrunch.com/2019/06/02/password-expiration-is-dead-long-live-your-passwords/", "description": "Recent scientific research calls into question the value of many long-standing password-security practices such as password expiration policies, and points instead to better alternatives such as enforcing banned-password lists and MFA."}, {"name": "Practical Recommendations for Stronger, More Usable Passwords", "url": "http://www.andrew.cmu.edu/user/nicolasc/publications/Tan-CCS20.pdf", "description": "This study recommend the association of: blocklist checks against commonly leaked passwords, password policies without character-class requirements, minimum-strength policies."}, {"name": "Banks, Arbitrary Password Restrictions and Why They Don't Matter", "url": "https://www.troyhunt.com/banks-arbitrary-password-restrictions-and-why-they-dont-matter/", "description": "\u201cArbitrary low limits on length and character composition are bad. They look bad, they lead to negative speculation about security posture and they break tools like password managers.\u201d"}, {"name": "Dumb Password Rules", "url": "https://github.com/dumb-password-rules/dumb-password-rules", "description": "Shaming sites with dumb password rules.", "stars": "3k"}, {"name": "Password Manager Resources", "url": "https://github.com/apple/password-manager-resources", "description": "A collection of password rules, change URLs and quirks by sites.", "stars": "4.4k"}, {"name": "A Well-Known URL for Changing Passwords", "url": "https://github.com/WICG/change-password-url", "description": "Specification defining site resource for password updates.", "stars": "902"}, {"name": "How to change the hashing scheme of already hashed user's passwords", "url": "https://news.ycombinator.com/item?id=20109360", "description": "Good news: you're not stuck with a legacy password saving scheme. Here is a trick to transparently upgrade to stronger hashing algorithm."}, {"name": "Breaking Password Dependencies: Challenges in the Final Mile at Microsoft", "url": "https://www.youtube.com/watch?v=B_mhJO2qHlQ", "description": "The primary source of account hacks is password spraying (on legacy auth like SMTP, IMAP, POP, etc.), second is replay attack. Takeaway: password are insecure, use and enforce MFA."}, {"name": "Beyond Passwords: 2FA, U2F and Google Advanced Protection", "url": "https://www.troyhunt.com/beyond-passwords-2fa-u2f-and-google-advanced-protection/", "description": "An excellent walk-trough over all these technologies."}, {"name": "A Comparative Long-Term Study of Fallback Authentication", "url": "https://maximiliangolla.com/files/2019/papers/usec2019-30-wip-fallback-long-term-study-finalv5.pdf", "description": "Key take-away: \u201cschemes based on email and SMS are more usable. Mechanisms based on designated trustees and personal knowledge questions, on the other hand, fall short, both in terms of convenience and efficiency.\u201d"}, {"name": "Secrets, Lies, and Account Recovery: Lessons from the Use of Personal Knowledge Questions at Google", "url": "https://static.googleusercontent.com/media/research.google.com/en/us/pubs/archive/43783.pdf", "description": "\u201cOur analysis confirms that secret questions generally offer a security level that is far lower than user-chosen passwords. (\u2026) Surprisingly, we found that a significant cause of this insecurity is that users often don't answer truthfully. (\u2026) On the usability side, we show that secret answers have surprisingly poor memorability\u201d."}, {"name": "How effective is basic account hygiene at preventing hijacking", "url": "https://security.googleblog.com/2019/05/new-research-how-effective-is-basic.html", "description": "Google security team's data shows 2FA blocks 100% of automated bot hacks."}, {"name": "Your Pa$$word doesn't matter", "url": "https://techcommunity.microsoft.com/t5/Azure-Active-Directory-Identity/Your-Pa-word-doesn-t-matter/ba-p/731984", "description": "Same conclusion as above from Microsoft: \u201cBased on our studies, your account is more than 99.9% less likely to be compromised if you use MFA.\u201d"}, {"name": "Attacking Google Authenticator", "url": "https://unix-ninja.com/p/attacking_google_authenticator", "description": "Probably on the verge of paranoia, but might be a reason to rate limit 2FA validation attempts."}, {"name": "Compromising online accounts by cracking voicemail systems", "url": "https://www.martinvigo.com/voicemailcracker/", "description": "Or why you should not rely on automated phone calls as a method to reach the user and reset passwords, 2FA or for any kind of verification. Not unlike SMS-based 2FA, it is currently insecure and can be compromised by the way of its weakest link: voicemail systems."}, {"name": "Getting 2FA Right in 2019", "url": "https://blog.trailofbits.com/2019/06/20/getting-2fa-right-in-2019/", "description": "On the UX aspects of 2FA."}, {"name": "2FA is missing a key feature", "url": "https://syslog.ravelin.com/2fa-is-missing-a-key-feature-c781c3861db", "description": "\u201cWhen my 2FA code is entered incorrectly I'd like to know about it\u201d."}, {"name": "SMS Multifactor Authentication in Antarctica", "url": "https://brr.fyi/posts/sms-mfa", "description": "Doesn't work because there are no cellphone towers at stations in Antarctica."}, {"name": "Authelia", "url": "https://github.com/authelia/authelia", "description": "Open-source authentication and authorization server providing two-factor authentication and single sign-on (SSO) for your applications via a web portal.", "stars": "25k"}, {"name": "Kanidm", "url": "https://github.com/kanidm/kanidm", "description": "Simple, secure and fast identity management platform.", "stars": "3.7k"}], "notes": []}, {"name": "Iam \u2014 SMS-based", "entries": [{"name": "SMS 2FA auth is deprecated by NIST", "url": "https://techcrunch.com/2016/07/25/nist-declares-the-age-of-sms-based-2-factor-authentication-over/", "description": "NIST has said that 2FA via SMS is bad and awful since 2016."}, {"name": "SMS: The most popular and least secure 2FA method", "url": "https://www.allthingsauth.com/2018/02/27/sms-the-most-popular-and-least-secure-2fa-method/", "description": ""}, {"name": "Is SMS 2FA Secure? No.", "url": "https://www.issms2fasecure.com", "description": "Definitive research project demonstrating successful attempts at SIM swapping."}, {"name": "Hackers Hit Twitter C.E.O. Jack Dorsey in a 'SIM Swap.' You're at Risk, Too.", "url": "https://archive.ph/AhNAI", "description": ""}, {"name": "AT\\&T rep handed control of his cellphone account to a hacker", "url": "https://www.theregister.co.uk/2017/07/10/att_falls_for_hacker_tricks/", "description": ""}, {"name": "The Most Expensive Lesson Of My Life: Details of SIM port hack", "url": "https://medium.com/coinmonks/the-most-expensive-lesson-of-my-life-details-of-sim-port-hack-35de11517124", "description": ""}, {"name": "SIM swap horror story", "url": "https://www.zdnet.com/article/sim-swap-horror-story-ive-lost-decades-of-data-and-google-wont-lift-a-finger/", "description": ""}, {"name": "An argument for passwordless", "url": "https://web.archive.org/web/20190515230752/https://biarity.gitlab.io/2018/02/23/passwordless/", "description": "Passwords are not the be-all and end-all of user authentication. This article tries to tell you why."}, {"name": "Magic Links \u2013 Are they Actually Outdated?", "url": "https://zitadel.com/blog/magic-links", "description": "What are magic links, their origin, pros and cons."}], "notes": []}, {"name": "Iam \u2014 WebAuthn", "entries": [{"name": "WebAuthn guide", "url": "https://webauthn.guide", "description": "Introduce WebAuthn as a standard supported by all major browsers, and allowing \u201cservers to register and authenticate users using public key cryptography instead of a password\u201d."}, {"name": "Clearing up some misconceptions about Passkeys", "url": "https://www.stavros.io/posts/clearing-up-some-passkeys-misconceptions/", "description": "Or why passkeys are not worse than passwords."}], "notes": []}, {"name": "Iam \u2014 Security key", "entries": [{"name": "Webauthn and security keys", "url": "https://www.imperialviolet.org/2018/03/27/webauthn.html", "description": "Describe how authentication works with security keys, details the protocols, and how they articulates with WebAuthn. Key takeaway: \u201cThere is no way to create a U2F key with webauthn however. (\u2026) So complete the transition to webauthn of your login process first, then transition registration.\u201d"}, {"name": "Getting started with security keys", "url": "https://paulstamatiou.com/getting-started-with-security-keys/", "description": "A practical guide to stay safe online and prevent phishing with FIDO2, WebAuthn and security keys."}, {"name": "OpenSK", "url": "https://github.com/google/OpenSK", "description": "Open-source implementation for security keys written in Rust that supports both FIDO U2F and FIDO2 standards.", "stars": "3.2k"}, {"name": "YubiKey Guide", "url": "https://github.com/drduh/YubiKey-Guide", "description": "Guide to using YubiKey as a SmartCard for storing GPG encryption, signing and authentication keys, which can also be used for SSH. Many of the principles in this document are applicable to other smart card devices.", "stars": "12k"}], "notes": []}, {"name": "Iam \u2014 Public-Key Infrastructure (PKI)", "entries": [{"name": "PKI for busy people", "url": "https://gist.github.com/hoffa/5a939fd0f3bcd2a6a0e4754cb2cf3f1b", "description": "Quick overview of the important stuff."}, {"name": "Everything you should know about certificates and PKI but are too afraid to ask", "url": "https://smallstep.com/blog/everything-pki.html", "description": "PKI lets you define a system cryptographically. It's universal and vendor neutral."}, {"name": "`lemur`", "url": "https://github.com/Netflix/lemur", "description": "Acts as a broker between CAs and environments, providing a central portal for developers to issue TLS certificates with 'sane' defaults."}, {"name": "CFSSL", "url": "https://github.com/cloudflare/cfssl", "description": "A swiss army knife for PKI/TLS by CloudFlare. Command line tool and an HTTP API server for signing, verifying, and bundling TLS certificates.", "stars": "9.1k"}, {"name": "JA4+", "url": "https://github.com/FoxIO-LLC/ja4", "description": "A suite of network fingerprinting methods to facilitate threat-hunting and analysis.", "stars": "1.4k"}], "notes": []}, {"name": "Iam \u2014 JWT", "entries": [{"name": "Introduction to JSON Web Tokens", "url": "https://jwt.io/introduction/", "description": "Get up to speed on JWT with this article."}, {"name": "Learn how to use JWT for Authentication", "url": "https://github.com/dwyl/learn-json-web-tokens", "description": "Learn how to use JWT to secure your web app.", "stars": "4.2k"}, {"name": "Using JSON Web Tokens as API Keys", "url": "https://auth0.com/blog/using-json-web-tokens-as-api-keys/", "description": "Compared to API keys, JWTs offers granular security, homogeneous auth architecture, decentralized issuance, OAuth2 compliance, debuggability, expiration control, device management."}, {"name": "Hardcoded secrets, unverified tokens, and other common JWT mistakes", "url": "https://r2c.dev/blog/2020/hardcoded-secrets-unverified-tokens-and-other-common-jwt-mistakes/", "description": "A good recap of all JWT pitfalls."}, {"name": "Adding JSON Web Token API Keys to a DenyList", "url": "https://auth0.com/blog/denylist-json-web-token-api-keys/", "description": "On token invalidation."}, {"name": "Stop using JWT for sessions", "url": "http://cryto.net/~joepie91/blog/2016/06/13/stop-using-jwt-for-sessions/", "description": "And [why your \"solution\" doesn't work](http://cryto.net/%7Ejoepie91/blog/2016/06/19/stop-using-jwt-for-sessions-part-2-why-your-solution-doesnt-work/), because [stateless JWT tokens cannot be invalidated or updated](https://news.ycombinator.com/item?id=18354141). They will introduce either size issues or security issues depending on where you store them. Stateful JWT tokens are functionally the same as session cookies, but without the battle-tested and well-reviewed implementations or client support."}, {"name": "JWT, JWS and JWE for Not So Dummies!", "url": "https://medium.facilelogin.com/jwt-jws-and-jwe-for-not-so-dummies-b63310d201a3", "description": "A signed JWT is known as a JWS (JSON Web Signature). In fact a JWT does not exist itself \u2014 either it has to be a JWS or a JWE (JSON Web Encryption). Its like an abstract class \u2014 the JWS and JWE are the concrete implementations."}, {"name": "JOSE is a Bad Standard That Everyone Should Avoid", "url": "https://paragonie.com/blog/2017/03/jwt-json-web-tokens-is-bad-standard-that-everyone-should-avoid", "description": "The standards are either completely broken or complex minefields hard to navigate."}, {"name": "JWT.io", "url": "https://jwt.io", "description": "Allows you to decode, verify and generate JWT."}], "notes": []}, {"name": "Iam \u2014 Policy models", "entries": [{"name": "Why Authorization is Hard", "url": "https://www.osohq.com/post/why-authorization-is-hard", "description": "Because it needs multiple tradeoffs on Enforcement which is required in so many places, on Decision architecture to split business logic from authorization logic, and on Modeling to balance power and complexity."}, {"name": "The never-ending product requirements of user authorization", "url": "https://alexolivier.me/posts/the-never-ending-product-requirements-of-user-authorization", "description": "How a simple authorization model based on roles is not enough and gets complicated fast due to product packaging, data locality, enterprise organizations and compliance."}, {"name": "RBAC like it was meant to be", "url": "https://tailscale.com/blog/rbac-like-it-was-meant-to-be/", "description": "How we got from DAC (unix permissions, secret URL), to MAC (DRM, MFA, 2FA, SELinux), to RBAC. Details how the latter allows for better modeling of policies, ACLs, users and groups."}, {"name": "The Case for Granular Permissions", "url": "https://cerbos.dev/blog/the-case-for-granular-permissions", "description": "Discuss the limitations of RBAC and how ABAC (Attribute-Based Access Control) addresses them."}, {"name": "In Search For a Perfect Access Control System", "url": "https://web.archive.org/web/20240421203937/https://goteleport.com/blog/access-controls/", "description": "The historical origins of authorization schemes. Hints at the future of sharing, trust and delegation between different teams and organizations."}, {"name": "GCP's IAM syntax is better than AWS's", "url": "https://ucarion.com/iam-operation-syntax", "description": "The minutiae of permission design in GCP improves the developer's experience."}, {"name": "Semantic-based Automated Reasoning for AWS Access Policies using SMT", "url": "https://d1.awsstatic.com/Security/pdfs/Semantic_Based_Automated_Reasoning_for_AWS_Access_Policies_Using_SMT.pdf", "description": "Zelkova is how AWS does it. This system perform symbolic analysis of IAM policies, and solve the reachability of resources according user's rights and access constraints. Also see the higher-level [introduction given at re:inforce 2019](https://youtu.be/x6wsTFnU3eY?t=2111)."}, {"name": "Authorization Academy", "url": "https://www.osohq.com/academy", "description": "An in-depth, vendor-agnostic treatment of authorization that emphasizes mental models. This guide shows the reader how to think about their authorization needs in order to make good decisions about their authorization architecture and model."}, {"name": "Service-to-service authorization: A guide to non-user principals", "url": "https://www.cerbos.dev/blog/service-to-service-authorization", "description": "Discover how assigning identities to services (non-user principals) can simplify authentication, enhance security, and streamline authorization in complex distributed systems. A useful guide for IAM teams managing microservices and APIs."}], "notes": []}, {"name": "Iam \u2014 RBAC frameworks", "entries": [{"name": "Athenz", "url": "https://github.com/yahoo/athenz", "description": "Set of services and libraries supporting service authentication and role-based authorization for provisioning and configuration.", "stars": "946"}, {"name": "Biscuit", "url": "https://www.clever-cloud.com/blog/engineering/2021/04/12/introduction-to-biscuit/", "description": "Biscuit merge concepts from cookies, JWTs, macaroons and Open Policy Agent. \u201cIt provide a logic language based on Datalog to write authorization policies. It can store data, like JWT, or small conditions like Macaroons, but it is also able to represent more complex rules like role-based access control, delegation, hierarchies.\u201d"}, {"name": "Cerbos", "url": "https://github.com/cerbos/cerbos", "description": "An authorization endpoint to write context-aware access control policies.", "stars": "4k"}, {"name": "FerrisKey", "url": "https://github.com/ferriskey/ferriskey", "description": "Self-hosted, open-source, RBAC system written in Rust.", "stars": "258"}], "notes": []}, {"name": "Iam \u2014 ABAC frameworks", "entries": [{"name": "Keto", "url": "https://github.com/ory/keto", "description": "Policy decision point. It uses a set of access control policies, similar to AWS policies, in order to determine whether a subject is authorized to perform a certain action on a resource.", "stars": "5.1k"}, {"name": "Ladon", "url": "https://github.com/ory/ladon", "description": "Access control library, inspired by AWS.", "stars": "2.4k"}, {"name": "Casbin", "url": "https://github.com/casbin/casbin", "description": "Open-source access control library for Golang projects.", "stars": "19k"}, {"name": "Open Policy Agent", "url": "https://github.com/open-policy-agent/opa", "description": "An open-source general-purpose decision engine to create and enforce ABAC policies.", "stars": "10k"}], "notes": []}, {"name": "Iam \u2014 ReBAC frameworks", "entries": [{"name": "Zanzibar: Google's Consistent, Global Authorization System", "url": "https://ai.google/research/pubs/pub48190", "description": "Scales to trillions of access control lists and millions of authorization requests per second to support services used by billions of people. It has maintained 95th-percentile latency of less than 10 milliseconds and availability of greater than 99.999% over 3 years of production use. [Other bits not in the paper](https://nitter.tiekoetter.com/LeaKissner/status/1136626971566149633). [Zanzibar Academy](https://zanzibar.academy/) is a site dedicated to explaining how Zanzibar works."}, {"name": "SpiceDB", "url": "https://github.com/authzed/spicedb", "description": "An open source database system for managing security-critical application permissions inspired by Zanzibar.", "stars": "5.9k"}, {"name": "Permify", "url": "https://github.com/Permify/permify", "description": "Another open-source authorization as a service inspired by Google Zanzibar, and see [how it compares to other Zanzibar-inspired tools](https://permify.notion.site/Differentiation-Between-Zanzibar-Products-ad4732da62e64655bc82d3abe25f48b6).", "stars": "5.5k"}, {"name": "Topaz", "url": "https://github.com/aserto-dev/topaz", "description": "An open-source project which combines the policy-as-code and decision logging of OPA with a Zanzibar-modeled directory.", "stars": "1.2k"}, {"name": "Open Policy Administration Layer", "url": "https://github.com/permitio/opal", "description": "Open Source administration layer for OPA, detecting changes to both policy and policy data in realtime and pushing live updates to OPA agents. OPAL brings open-policy up to the speed needed by live applications.", "stars": "5.3k"}, {"name": "Warrant", "url": "https://github.com/warrant-dev/warrant", "description": "A relationship based access control (ReBAC) engine (inspired by Google Zanzibar) also capable of enforcing any authorization paradigm, including RBAC and ABAC.", "stars": "1.3k"}], "notes": []}, {"name": "Iam \u2014 AWS policy tools", "entries": [{"name": "An AWS IAM Security Tooling Reference", "url": "https://ramimac.me/aws-iam-tools-2024", "description": "A comprehensive list of (maintained) tools for AWS IAM."}, {"name": "Become an AWS IAM Policy Ninja", "url": "https://www.youtube.com/watch?v=y7-fAT3z8Lo", "description": "\u201cIn my nearly 5 years at Amazon, I carve out a little time each day, each week to look through the forums, customer tickets to try to find out where people are having trouble.\u201d"}, {"name": "AWS IAM Roles, a tale of unnecessary complexity", "url": "https://infosec.rodeo/posts/thoughts-on-aws-iam/", "description": "The history of fast-growing AWS explains how the current scheme came to be, and how it compares to GCP's resource hierarchy."}, {"name": "Policy Sentry", "url": "https://github.com/salesforce/policy_sentry", "description": "Writing security-conscious IAM Policies by hand can be very tedious and inefficient. Policy Sentry helps users to create least-privilege policies in a matter of seconds.", "stars": "2.1k"}, {"name": "IAM Floyd", "url": "https://github.com/udondan/iam-floyd", "description": "AWS IAM policy statement generator with fluent interface. Helps with creating type safe IAM policies and writing more restrictive/secure statements by offering conditions and ARN generation via IntelliSense. Available for Node.js, Python, .Net and Java.", "stars": "564"}, {"name": "IAMbic", "url": "https://github.com/noqdev/iambic", "description": "GitOps for IAM. The Terraform of Cloud IAM. IAMbic is a multi-cloud identity and access management (IAM) control plane that centralizes and simplifies cloud access and permissions. It maintains an eventually consistent, human-readable, bi-directional representation of IAM in version control.", "stars": "295"}], "notes": []}, {"name": "Iam \u2014 Macaroons", "entries": [{"name": "Google's Macaroons in Five Minutes or Less", "url": "https://blog.bren2010.io/blog/googles-macaroons", "description": "If I'm given a Macaroon that authorizes me to perform some action(s) under certain restrictions, I can non-interactively build a second Macaroon with stricter restrictions that I can then give to you."}, {"name": "Macaroons: Cookies with Contextual Caveats for Decentralized Authorization in the Cloud", "url": "https://ai.google/research/pubs/pub41892", "description": "Google's original paper."}, {"name": "Google paper's author compares Macaroons and JWTs", "url": "https://news.ycombinator.com/item?id=14294463", "description": "As a consumer/verifier of macaroons, they allow you (through third-party caveats) to defer some authorization decisions to someone else. JWTs don't."}], "notes": []}, {"name": "Iam \u2014 Other tools", "entries": [{"name": "Gubernator", "url": "https://github.com/gubernator-io/gubernator", "description": "High performance rate-limiting micro-service and library.", "stars": "137"}, {"name": "Awesome OpenID Connect", "url": "https://github.com/cerberauth/awesome-openid-connect", "description": "A curated list of providers, services, libraries, and resources for OpenID Connect.", "stars": "60"}, {"name": "An Illustrated Guide to OAuth and OpenID Connect", "url": "https://developer.okta.com/blog/2019/10/21/illustrated-guide-to-oauth-and-oidc", "description": "Explain how these standards work using simplified illustrations."}, {"name": "OAuth 2 Simplified", "url": "https://aaronparecki.com/oauth-2-simplified/", "description": "A reference article describing the protocol in simplified format to help developers and service providers implement it."}, {"name": "OAuth 2.0 and OpenID Connect (in plain English)", "url": "https://www.youtube.com/watch?v=996OiexHze0", "description": "Starts with an historical context on how these standards came to be, clears up the innacuracies in the vocabulary, then details the protocols and its pitfalls to make it less intimidating."}, {"name": "OAuth in one picture", "url": "https://mobile.twitter.com/kamranahmedse/status/1276994010423361540", "description": "A nice summary card."}, {"name": "How to Implement a Secure Central Authentication Service in Six Steps", "url": "https://shopify.engineering/implement-secure-central-authentication-service-six-steps", "description": "Got multiple legacy systems to merge with their own login methods and accounts? Here is how to merge all that mess by the way of OIDC."}, {"name": "Open-Sourcing BuzzFeed's SSO Experience", "url": "https://increment.com/security/open-sourcing-buzzfeeds-single-sign-on-process/", "description": "OAuth2-friendly adaptation of the Central Authentication Service (CAS) protocol. You'll find there good OAuth user flow diagrams."}, {"name": "OAuth 2.0 Security Best Current Practice", "url": "https://datatracker.ietf.org/doc/html/rfc9700", "description": "\u201cUpdates and extends the OAuth 2.0 Security Threat Model to incorporate practical experiences gathered since OAuth 2.0 was published and covers new threats relevant due to the broader application\u201d."}, {"name": "Hidden OAuth attack vectors", "url": "https://portswigger.net/web-security/oauth", "description": "How to identify and exploit some of the key vulnerabilities found in OAuth 2.0 authentication mechanisms."}, {"name": "PKCE Explained", "url": "https://www.loginradius.com/blog/engineering/pkce/", "description": "\u201cPKCE is used to provide one more security layer to the authorization code flow in OAuth and OpenID Connect.\u201d"}, {"name": "Hydra", "url": "https://github.com/ory/hydra", "description": "Open-source OIDC & OAuth2 Server Provider.", "stars": "16k"}, {"name": "Keycloak", "url": "https://github.com/keycloak/keycloak", "description": "Open-source Identity and Access Management. Supports OIDC, OAuth 2 and SAML 2, LDAP and AD directories, password policies.", "stars": "29k"}, {"name": "Casdoor", "url": "https://github.com/casbin/casdoor", "description": "A UI-first centralized authentication / Single-Sign-On (SSO) platform based. Supports OIDC and OAuth 2, social logins, user management, 2FA based on Email and SMS.", "stars": "12k"}, {"name": "authentik", "url": "https://github.com/goauthentik/authentik", "description": "Open-source Identity Provider similar to Keycloak.", "stars": "18k"}, {"name": "ZITADEL", "url": "https://github.com/zitadel/zitadel", "description": "An Open-Source solution built with Go and Angular to manage all your systems, users and service accounts together with their roles and external identities. ZITADEL provides you with OIDC, OAuth 2.0, login & register flows, passwordless and MFA authentication. All this is built on top of eventsourcing in combination with CQRS to provide a great audit trail.", "stars": "11k"}, {"name": "a12n-server", "url": "https://github.com/curveball/a12n-server", "description": "A simple authentication system which only implements the relevant parts of the OAuth2 standards.", "stars": "484"}, {"name": "Logto", "url": "https://github.com/logto-io/logto", "description": "An IAM infrastructure for modern apps and SaaS products, supporting OIDC, OAuth 2.0 and SAML for authentication and authorization.", "stars": "11k"}, {"name": "Authgear", "url": "https://github.com/authgear/authgear-server", "description": "Open-source authentication-as-a-service solution. It includes the code for the server, AuthUI, the Portal, and Admin API.", "stars": "164"}, {"name": "SAML vs. OAuth", "url": "https://web.archive.org/web/20230327071347/https://www.cloudflare.com/learning/access-management/what-is-oauth/", "description": "\u201cOAuth is a protocol for authorization: it ensures Bob goes to the right parking lot. In contrast, SAML is a protocol for authentication, or allowing Bob to get past the guardhouse.\u201d"}, {"name": "The Difference Between SAML 2.0 and OAuth 2.0", "url": "https://www.ubisecure.com/uncategorized/difference-between-saml-and-oauth/", "description": "\u201cEven though SAML was actually designed to be widely applicable, its contemporary usage is typically shifted towards enterprise SSO scenarios. On the other hand, OAuth was designed for use with applications on the Internet, especially for delegated authorisation.\u201d"}, {"name": "What's the Difference Between OAuth, OpenID Connect, and SAML?", "url": "https://www.okta.com/identity-101/whats-the-difference-between-oauth-openid-connect-and-saml/", "description": "Identity is hard. Another take on the different protocol is always welcome to help makes sense of it all."}, {"name": "How SAML 2.0 Authentication Works", "url": "https://web.archive.org/web/20240421215604/https://goteleport.com/blog/how-saml-authentication-works/", "description": "Overview of the how and why of SSO and SAML."}, {"name": "Web Single Sign-On, the SAML 2.0 perspective", "url": "https://blog.theodo.com/2019/06/web-single-sign-on-the-saml-2-0-perspective/", "description": "Another naive explanation of SAML workflow in the context of corporate SSO implementation."}, {"name": "The Beer Drinker's Guide to SAML", "url": "https://duo.com/blog/the-beer-drinkers-guide-to-saml", "description": "SAML is arcane at times. A another analogy might helps get more sense out of it."}, {"name": "SAML is insecure by design", "url": "https://joonas.fi/2021/08/saml-is-insecure-by-design/", "description": "Not only weird, SAML is also insecure by design, as it relies on signatures based on XML canonicalization, not XML byte stream. Which means you can exploit XML parser/encoder differences."}, {"name": "The Difficulties of SAML Single Logout", "url": "https://wiki.shibboleth.net/confluence/display/CONCEPT/SLOIssues", "description": "On the technical and UX issues of single logout implementations."}, {"name": "The SSO Wall of Shame", "url": "https://sso.tax", "description": "A documented rant on the excessive pricing practiced by SaaS providers to activate SSO on their product. The author's point is, as a core security feature, SSO should be reasonably priced and not part of an exclusive tier."}, {"name": "Secret at Scale at Netflix", "url": "https://www.youtube.com/watch?v=K0EOPddWpsE", "description": "Solution based on blind signatures. See the [slides](https://rwc.iacr.org/2018/Slides/Mehta.pdf)."}, {"name": "High Availability in Google's Internal KMS", "url": "https://www.youtube.com/watch?v=5T_c-lqgjso", "description": "Not GCP's KMS, but the one at the core of their infrastructure. See the [slides](https://rwc.iacr.org/2018/Slides/Kanagala.pdf)."}, {"name": "HashiCorp Vault", "url": "https://github.com/hashicorp/vault", "description": "Secure, store and tightly control access to tokens, passwords, certificates, encryption keys.", "stars": "33k"}, {"name": "Infisical", "url": "https://github.com/Infisical/infisical", "description": "An alternative to HashiCorp Vault.", "stars": "19k"}, {"name": "`sops`", "url": "https://github.com/mozilla/sops", "description": "Editor of encrypted files that supports YAML, JSON, ENV, INI and BINARY formats and encrypts with AWS KMS, GCP KMS, Azure Key Vault, age, and PGP."}, {"name": "`gitleaks`", "url": "https://github.com/zricethezav/gitleaks", "description": "Audit git repos for secrets."}, {"name": "`truffleHog`", "url": "https://github.com/dxa4481/truffleHog", "description": "Searches through git repositories for high entropy strings and secrets, digging deep into commit history."}], "notes": []}, {"name": "Iam \u2014 Hardware Security Module (HSM)", "entries": [{"name": "HSM: What they are and why it's likely that you've (indirectly) used one today", "url": "https://rwc.iacr.org/2015/Slides/RWC-2015-Hampton.pdf", "description": "Really basic overview of HSM usages."}, {"name": "Tidbits on AWS Cloud HSM hardware", "url": "https://news.ycombinator.com/item?id=16759383", "description": "AWS CloudHSM Classic is backed by SafeNet's Luna HSM, current CloudHSM rely on Cavium's Nitrox, which allows for partitionable \"virtual HSMs\"."}, {"name": "Keystone", "url": "https://github.com/keystone-enclave/keystone", "description": "Open-source project for building trusted execution environments (TEE) with secure hardware enclaves, based on the RISC-V architecture.", "stars": "496"}, {"name": "Project Oak", "url": "https://github.com/project-oak/oak", "description": "A specification and a reference implementation for the secure transfer, storage and processing of data.", "stars": "1.4k"}, {"name": "Everybody be cool, this is a robbery!", "url": "https://www.sstic.org/2019/presentation/hsm/", "description": "A case study of vulnerability and exploitability of a HSM (in French, sorry)."}, {"name": "Trust and safety 101", "url": "https://www.csoonline.com/article/3206127/trust-and-safety-101.html", "description": "A great introduction on the domain and its responsibilities."}, {"name": "What the Heck is Trust and Safety?", "url": "https://www.linkedin.com/pulse/what-heck-trust-safety-kenny-shi", "description": "A couple of real use-case to demonstrate the role of a TnS team."}, {"name": "Awesome List of Billing and Payments: Fraud links", "url": "https://github.com/kdeldycke/awesome-billing#fraud", "description": "Section dedicated to fraud management for billing and payment, from our sister repository.", "stars": "1.1k"}], "notes": []}, {"name": "Iam \u2014 User Identity", "entries": [{"name": "The Laws of Identity", "url": "https://www.identityblog.com/stories/2005/05/13/TheLawsOfIdentity.pdf", "description": "Is this paper aims at identity metasystem, its laws still provides great insights at smaller scale, especially the first law: to always allow user control and ask for consent to earn trust."}, {"name": "How Uber Got Lost", "url": "https://archive.ph/hvjKl", "description": "\u201cTo limit \"friction\" Uber allowed riders to sign up without requiring them to provide identity beyond an email \u2014 easily faked \u2014 or a phone number. (\u2026) Vehicles were stolen and burned; drivers were assaulted, robbed and occasionally murdered. The company stuck with the low-friction sign-up system, even as violence increased.\u201d"}, {"name": "A Comparison of Personal Name Matching: Techniques and Practical Issues", "url": "http://users.cecs.anu.edu.au/~Peter.Christen/publications/tr-cs-06-02.pdf", "description": "Customer name matching has lots of application, from account deduplication to fraud monitoring."}, {"name": "Statistically Likely Usernames", "url": "https://github.com/insidetrust/statistically-likely-usernames", "description": "Wordlists for creating statistically likely usernames for use in username-enumeration, simulated password-attacks and other security testing tasks.", "stars": "1.1k"}, {"name": "Facebook Dangerous Individuals and Organizations List", "url": "https://theintercept.com/document/facebook-dangerous-individuals-and-organizations-list-reproduced-snapshot/", "description": "Some groups and content are illegal in some juridictions. This is an example of a blocklist."}, {"name": "Ballerine", "url": "https://github.com/ballerine-io/ballerine", "description": "An open-source infrastructure for user identity and risk management.", "stars": "2.2k"}, {"name": "Sherlock", "url": "https://github.com/sherlock-project/sherlock", "description": "Hunt down social media accounts by username across social networks.", "stars": "68k"}], "notes": []}, {"name": "Iam \u2014 Fraud", "entries": [{"name": "After Car2Go eased its background checks, 75 of its vehicles were stolen in one day.", "url": "https://web.archive.org/web/20230526073109/https://www.bloomberg.com/news/articles/2019-07-11/mercedes-thieves-showed-just-how-vulnerable-car-sharing-can-be", "description": "Why background check are sometimes necessary."}, {"name": "Investigation into the Unusual Signups", "url": "https://openstreetmap.lu/MWGGlobalLogicReport20181226.pdf", "description": "A really detailed analysis of suspicious contributor signups on OpenStreetMap. This beautiful and high-level report demonstrating an orchestrated and directed campaign might serve as a template for fraud reports."}, {"name": "MIDAS: Detecting Microcluster Anomalies in Edge Streams", "url": "https://github.com/bhatiasiddharth/MIDAS", "description": "A proposed method to \u201cdetects microcluster anomalies, or suddenly arriving groups of suspiciously similar edges, in edge streams, using constant time and memory.\u201d", "stars": "777"}, {"name": "Gephi", "url": "https://github.com/gephi/gephi", "description": "Open-source platform for visualizing and manipulating large graphs.", "stars": "6.2k"}], "notes": []}, {"name": "Iam \u2014 Moderation", "entries": [{"name": "Still Logged In: What AR and VR Can Learn from MMOs", "url": "https://youtu.be/kgw8RLHv1j4?t=534", "description": "\u201cIf you host an online community, where people can harm another person: you are on the hook. And if you can't afford to be on the hook, don't host an online community\u201d."}, {"name": "You either die an MVP or live long enough to build content moderation", "url": "https://mux.com/blog/you-either-die-an-mvp-or-live-long-enough-to-build-content-moderation/", "description": "\u201cYou can think about the solution space for this problem by considering three dimensions: cost, accuracy and speed. And two approaches: human review and machine review. Humans are great in one of these dimensions: accuracy. The downside is that humans are expensive and slow. Machines, or robots, are great at the other two dimensions: cost and speed - they're much cheaper and faster. But the goal is to find a robot solution that is also sufficiently accurate for your needs.\u201d"}, {"name": "The despair and darkness of people will get to you", "url": "https://restofworld.org/2020/facebook-international-content-moderators/", "description": "Moderation of huge social networks is performed by an army of outsourced subcontractors. These people are exposed to the worst and generally ends up with PTSD."}, {"name": "The Cleaners", "url": "https://thoughtmaybe.com/the-cleaners/", "description": "A documentary on these teams of underpaid people removing posts and deleting accounts."}], "notes": []}, {"name": "Iam \u2014 Threat Intelligence", "entries": [{"name": "Awesome Threat Intelligence", "url": "https://github.com/hslatman/awesome-threat-intelligence", "description": "\u201cA concise definition of Threat Intelligence: evidence-based knowledge, including context, mechanisms, indicators, implications and actionable advice, about an existing or emerging menace or hazard to assets that can be used to inform decisions regarding the subject's response to that menace or hazard.\u201d", "stars": "9.1k"}, {"name": "SpiderFoot", "url": "https://github.com/poppopjmp/spiderfoot", "description": "An open source intelligence (OSINT) automation tool. It integrates with just about every data source available and uses a range of methods for data analysis, making that data easy to navigate.", "stars": "80"}, {"name": "Standards related to Threat Intelligence", "url": "https://www.threat-intelligence.eu/standards/", "description": "Open standards, tools and methodologies to support threat intelligence analysis."}, {"name": "MISP taxonomies and classification", "url": "https://www.misp-project.org/taxonomies.html", "description": "Tags to organize information on \u201cthreat intelligence including cyber security indicators, financial fraud or counter-terrorism information.\u201d"}, {"name": "Browser Fingerprinting: A survey", "url": "https://arxiv.org/pdf/1905.01051.pdf", "description": "Fingerprints can be used as a source of signals to identify bots and fraudsters."}, {"name": "The challenges of file formats", "url": "https://speakerdeck.com/ange/the-challenges-of-file-formats", "description": "At one point you will let users upload files in your system. Here is a [corpus of suspicious media files (\u2b501.5k)](https://github.com/corkami/pocs) that can be leveraged by scammers =to bypass security or fool users."}, {"name": "SecLists", "url": "https://github.com/danielmiessler/SecLists", "description": "Collection of multiple types of lists used during security assessments, collected in one place. List types include usernames, passwords, URLs, sensitive data patterns, fuzzing payloads, web shells, and many more.", "stars": "65k"}, {"name": "PhishingKitTracker", "url": "https://github.com/neonprimetime/PhishingKitTracker", "description": "CSV database of email addresses used by threat actor in phishing kits.", "stars": "101"}, {"name": "PhoneInfoga", "url": "https://github.com/sundowndev/PhoneInfoga", "description": "Tools to scan phone numbers using only free resources. The goal is to first gather standard information such as country, area, carrier and line type on any international phone numbers with a very good accuracy. Then search for footprints on search engines to try to find the VoIP provider or identify the owner.", "stars": "15k"}, {"name": "Confusable Homoglyphs", "url": "https://git.sr.ht/~valhalla/confusable_homoglyphs", "description": "Homoglyphs is a common phishing trick."}], "notes": []}, {"name": "Iam \u2014 Captcha", "entries": [{"name": "Awesome Captcha", "url": "https://github.com/ZYSzys/awesome-captcha", "description": "Reference all open-source captcha libraries, integration, alternatives and cracking tools.", "stars": "1.3k"}, {"name": "reCaptcha", "url": "https://www.google.com/recaptcha", "description": "reCaptcha is still an effective, economical and quick solution when your company can't afford to have a dedicated team to fight bots and spammers at internet scale."}, {"name": "You (probably) don't need ReCAPTCHA", "url": "https://web.archive.org/web/20190611190134/https://kevv.net/you-probably-dont-need-recaptcha/", "description": "Starts with a rant on how the service is a privacy nightmare and is tedious UI-wise, then list alternatives."}, {"name": "Anubis", "url": "https://github.com/TecharoHQ/anubis", "description": "An open-source solution to protect upstream resources from scraper bots.", "stars": "11k"}, {"name": "Anti-captcha", "url": "https://anti-captcha.com", "description": "Captchas solving service."}, {"name": "Bloom Filter", "url": "https://en.wikipedia.org/wiki/Bloom_filter", "description": "Perfect for this use-case, as bloom filters are designed to quickly check if an element is not in a (large) set. Variations of bloom filters exist for specific data types."}, {"name": "How Radix trees made blocking IPs 5000 times faster", "url": "https://blog.sqreen.com/demystifying-radix-trees/", "description": "Radix trees might come handy to speed-up IP blocklists."}], "notes": []}, {"name": "Iam \u2014 Hostnames and Subdomains", "entries": [{"name": "`hosts`", "url": "https://github.com/StevenBlack/hosts", "description": "Consolidates reputable hosts files, and merges them into a unified hosts file with duplicates removed."}, {"name": "`nextdns/metadata`", "url": "https://github.com/nextdns/metadata", "description": "Extensive collection of list for security, privacy and parental control."}, {"name": "The Public Suffix List", "url": "https://github.com/publicsuffix/list", "description": "Mozilla's registry of public suffixes, under which Internet users can (or historically could) directly register names.", "stars": "2.4k"}, {"name": "Country IP Blocks", "url": "https://github.com/herrbischoff/country-ip-blocks", "description": "CIDR country-level IP data, straight from the Regional Internet Registries, updated hourly.", "stars": "876"}, {"name": "`common-domain-prefix-suffix-list.tsv`", "url": "https://gist.github.com/erikig/826f49442929e9ecfab6d7c481870700", "description": "Top-5000 most common domain prefix/suffix list."}, {"name": "`xkeyscorerules100.txt`", "url": "https://gist.github.com/sehrgut/324626fa370f044dbca7", "description": "NSA's [XKeyscore](https://en.wikipedia.org/wiki/XKeyscore) matching rules for TOR and other anonymity preserving tools."}, {"name": "AMF site blocklist", "url": "https://www.amf-france.org/Epargne-Info-Service/Proteger-son-epargne/Listes-noires", "description": "Official French denylist of money-related fraud sites."}], "notes": []}, {"name": "Iam \u2014 Emails", "entries": [{"name": "Burner email providers", "url": "https://github.com/wesbos/burner-email-providers", "description": "A list of temporary email providers. And its [derivative Python module (\u2b504.2k)](https://github.com/martenson/disposable-email-domains).", "stars": "1.1k"}, {"name": "MailChecker", "url": "https://github.com/FGRibreau/mailchecker", "description": "Cross-language temporary (disposable/throwaway) email detection library.", "stars": "1.8k"}, {"name": "Temporary Email Address Domains", "url": "https://gist.github.com/adamloving/4401361", "description": "A list of domains for disposable and temporary email addresses. Useful for filtering your email list to increase open rates (sending email to these domains likely will not be opened)."}, {"name": "`gman`", "url": "https://github.com/benbalter/gman", "description": "\u201cA ruby gem to check if the owner of a given email address or website is working for THE MAN (a.k.a verifies government domains).\u201d Good resource to hunt for potential government customers in your user base."}], "notes": []}, {"name": "Iam \u2014 Reserved IDs", "entries": [{"name": "General List of Reserved Words", "url": "https://gist.github.com/stuartpb/5710271", "description": "This is a general list of words you may want to consider reserving, in a system where users can pick any name."}, {"name": "Hostnames and usernames to reserve", "url": "https://ldpreload.com/blog/names-to-reserve", "description": "List of all the names that should be restricted from registration in automated systems."}], "notes": []}, {"name": "Iam \u2014 Profanity", "entries": [{"name": "List of Dirty, Naughty, Obscene, and Otherwise Bad Words", "url": "https://github.com/LDNOOBW/List-of-Dirty-Naughty-Obscene-and-Otherwise-Bad-Words", "description": "Profanity blocklist from Shutterstock.", "stars": "3.1k"}, {"name": "`profanity-check`", "url": "https://github.com/vzhou842/profanity-check", "description": "Uses a linear SVM model trained on 200k human-labeled samples of clean and profane text strings."}, {"name": "Paper we love: Privacy", "url": "https://github.com/papers-we-love/papers-we-love/tree/master/privacy", "description": "A collection of scientific studies of schemes providing privacy by design.", "stars": "96k"}, {"name": "Have I been Pwned?", "url": "https://haveibeenpwned.com", "description": "Data breach index."}, {"name": "Automated security testing for Software Developers", "url": "https://fahrplan.events.ccc.de/camp/2019/Fahrplan/system/event_attachments/attachments/000/003/798/original/security_cccamp.pdf", "description": "Most privacy breaches were allowed by known vulnerabilities in third-party dependencies. Here is how to detect them by the way of CI/CD."}, {"name": "Email marketing regulations around the world", "url": "https://github.com/threeheartsdigital/email-marketing-regulations", "description": "As the world becomes increasingly connected, the email marketing regulation landscape becomes more and more complex.", "stars": "459"}], "notes": []}, {"name": "Iam \u2014 Anonymization", "entries": [{"name": "The False Allure of Hashing for Anonymization", "url": "https://web.archive.org/web/20220927004103/https://goteleport.com/blog/hashing-for-anonymization/", "description": "Hashing is not sufficient for anonymization no. But still it is good enough for pseudonymization (which is allowed by the GDPR)."}, {"name": "Four cents to deanonymize: Companies reverse hashed email addresses", "url": "https://freedom-to-tinker.com/2018/04/09/four-cents-to-deanonymize-companies-reverse-hashed-email-addresses/", "description": "\u201cHashed email addresses can be easily reversed and linked to an individual\u201d."}, {"name": "Why differential privacy is awesome", "url": "https://desfontain.es/privacy/differential-privacy-awesomeness.html", "description": "Explain the intuition behind [differential privacy](https://en.wikipedia.org/wiki/Differential_privacy), a theoretical framework which allow sharing of aggregated data without compromising confidentiality. See follow-up articles with [more details](https://desfontain.es/privacy/differential-privacy-in-more-detail.html) and [practical aspects](https://desfontain.es/privacy/differential-privacy-in-practice.html)."}, {"name": "Presidio", "url": "https://github.com/microsoft/presidio", "description": "Context aware, pluggable and customizable data protection and PII data anonymization service for text and images.", "stars": "5.1k"}], "notes": []}, {"name": "Iam \u2014 GDPR", "entries": [{"name": "GDPR Tracker", "url": "https://gdpr.eu", "description": "Europe's reference site."}, {"name": "GDPR Developer Guide", "url": "https://github.com/LINCnil/GDPR-Developer-Guide", "description": "Best practices for developers.", "stars": "339"}, {"name": "GDPR \u2013 A Practical guide for Developers", "url": "https://techblog.bozho.net/gdpr-practical-guide-developers/", "description": "A one-page summary of the above."}, {"name": "Dark Patterns after the GDPR", "url": "https://arxiv.org/pdf/2001.02479.pdf", "description": "This paper demonstrates that, because of the lack of GDPR law enforcements, dark patterns and implied consent are ubiquitous."}, {"name": "GDPR Enforcement Tracker", "url": "http://enforcementtracker.com", "description": "List of GDPR fines and penalties."}, {"name": "The 2020 State of SaaS Product Onboarding", "url": "https://userpilot.com/saas-product-onboarding/", "description": "Covers all the important facets of user onboarding."}, {"name": "User Onboarding Teardowns", "url": "https://www.useronboard.com/user-onboarding-teardowns/", "description": "A huge list of deconstructed first-time user signups."}, {"name": "Discover UI Design Decisions Of Leading Companies", "url": "https://goodui.org/leaks/", "description": "From Leaked Screenshots & A/B Tests."}, {"name": "Conversion Optimization", "url": "https://www.nickkolenda.com/conversion-optimization-psychology/#cro-tactic11", "description": "A collection of tactics to increase the chance of users finishing the account creation funnel."}, {"name": "11 Tips for Better Signup\u200a/\u200aLogin UX", "url": "https://learnui.design/blog/tips-signup-login-ux.html", "description": "Some basic tips on the login form."}, {"name": "Don't get clever with login forms", "url": "http://bradfrost.com/blog/post/dont-get-clever-with-login-forms/", "description": "Create login forms that are simple, linkable, predictable, and play nicely with password managers."}, {"name": "Why are the username and password on two different pages?", "url": "https://www.twilio.com/blog/why-username-and-password-on-two-different-pages", "description": "To support both SSO and password-based login. Now if breaking the login funnel in 2 steps is too infuriating to users, solve this as Dropbox does: [an AJAX request when you enter your username](https://news.ycombinator.com/item?id=19174355)."}, {"name": "HTML attributes to improve your users' two factor authentication experience", "url": "https://www.twilio.com/blog/html-attributes-two-factor-authentication-autocomplete", "description": "\u201cIn this post we will look at the humble `<input>` element and the HTML attributes that will help speed up our users' two factor authentication experience\u201d."}, {"name": "Remove password masking", "url": "http://passwordmasking.com", "description": "Summarizes the results from an academic study investigating the impact removing password masking has on consumer trust."}, {"name": "For anybody who thinks \"I could build that in a weekend,\" this is how Slack decides to send a notification", "url": "https://twitter.com/ProductHunt/status/979912670970249221", "description": "Notifications are hard. Really hard."}, {"name": "Best-of Digital Identity", "url": "https://github.com/jruizaranguren/best-of-digital-identity", "description": "Ranking, popularity and activity status of open-source digital identity projects.", "stars": "142"}, {"name": "AWS Security, Identity & Compliance announcements", "url": "https://aws.amazon.com/new/?whats-new-content-all.sort-by=item.additionalFields.postDateTime\\&whats-new-content-all.sort-order=desc\\&awsf.whats-new-categories=marketing-marchitecture%23security-identity-and-compliance", "description": "The source of all new features added to the IAM perimeter."}, {"name": "GCP IAM release notes", "url": "https://cloud.google.com/iam/docs/release-notes", "description": "Also of note: [Identity Platform](https://cloud.google.com/identity-platform/docs/release-notes), [Resource Manager](https://cloud.google.com/resource-manager/docs/release-notes), [Key Management Service/HSM](https://cloud.google.com/kms/docs/release-notes), [Access Context Manager](https://cloud.google.com/access-context-manager/docs/release-notes), [Identity-Aware Proxy](https://cloud.google.com/iap/docs/release-notes), [Data Loss Prevention](https://cloud.google.com/dlp/docs/release-notes) and [Security Scanner](https://cloud.google.com/security-scanner/docs/release-notes)."}, {"name": "Unofficial Weekly Google Cloud Platform newsletter", "url": "https://www.gcpweekly.com", "description": "Relevant keywords: [`IAM`](https://www.gcpweekly.com/gcp-resources/tag/iam/) and [`Security`](https://www.gcpweekly.com/gcp-resources/tag/security/)."}, {"name": "DigitalOcean Accounts changelog", "url": "http://docs.digitalocean.com/release-notes/accounts/", "description": "All the latest accounts updates on DO."}, {"name": "163 AWS services explained in one line each", "url": "https://adayinthelifeof.nl/2020/05/20/aws.html#discovering-aws", "description": "Help makes sense of their huge service catalog. In the same spirit: [AWS In Plain English](https://expeditedsecurity.com/aws-in-plain-english/)."}, {"name": "Google Cloud Developer's Cheat Sheet", "url": "https://github.com/gregsramblings/google-cloud-4-words#the-google-cloud-developers-cheat-sheet", "description": "Describe all GCP products in 4 words or less.", "stars": "8.1k"}, {"name": "cryptoanarchy.wiki", "url": "https://cryptoanarchy.wiki", "description": "Cypherpunks overlaps with security. 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"url": "https://www.youtube.com/watch?v=9YBAOYQOzWs", "description": "Which framework is best for Python in 2020? 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Which is the fastest?"}, {"name": "Serving Machine Learning Models As API with FastAPI", "url": "https://www.youtube.com/watch?v=mkDxuRvKUL8", "description": "Build a machine learning API with FastAPI."}], "notes": []}, {"name": "Fastapi \u2014 Courses", "entries": [{"name": "Test-Driven Development with FastAPI and Docker", "url": "https://testdriven.io/courses/tdd-fastapi/", "description": "Learn how to build, test, and deploy a text summarization microservice with Python, FastAPI, and Docker."}, {"name": "Modern APIs with FastAPI and Python", "url": "https://training.talkpython.fm/courses/modern-fastapi-apis", "description": "A course designed to get you creating new APIs running in the cloud with FastAPI quickly."}, {"name": "Full Web Apps with FastAPI Course", "url": "https://training.talkpython.fm/courses/full-html-web-applications-with-fastapi", "description": "You'll learn to build full web apps with FastAPI, equivalent to what you can do with Flask or Django."}, {"name": "The Definitive Guide to Celery and FastAPI", "url": "https://testdriven.io/courses/fastapi-celery/", "description": "Learn how to add Celery to a FastAPI application to provide asynchronous task processing."}], "notes": []}, {"name": "Fastapi \u2014 Best Practices", "entries": [{"name": "FastAPI Best Practices", "url": "https://github.com/zhanymkanov/fastapi-best-practices", "description": "Collection of best practices in a GitHub repo.", "stars": "17k"}, {"name": "FastAPI-Dishka-FastStream", "url": "https://github.com/faststream-community/fastapi-dishka-faststream", "description": "Combines FastAPI, dishka, faststream, sqlalchemy, pydantic.", "stars": "304"}, {"name": "FastAPI Clean Example", "url": "https://github.com/ivan-borovets/fastapi-clean-example", "description": "Clean Architecture backend example built with FastAPI.", "stars": "486"}], "notes": []}, {"name": "Fastapi \u2014 PaaS", "entries": [{"name": "AWS Elastic Beanstalk", "url": "https://aws.amazon.com/elasticbeanstalk/", "description": ""}, {"name": "Fly", "url": "https://fly.io", "description": ""}, {"name": "Google App Engine", "url": "https://cloud.google.com/appengine", "description": ""}, {"name": "Heroku", "url": "https://www.heroku.com/", "description": ""}, {"name": "Microsoft Azure App Service", "url": "https://azure.microsoft.com/en-us/products/app-service/", "description": ""}], "notes": []}, {"name": "Fastapi \u2014 IaaS", "entries": [{"name": "AWS EC2", "url": "https://aws.amazon.com/ec2/", "description": ""}, {"name": "Google Compute Engine", "url": "https://cloud.google.com/compute", "description": ""}, {"name": "Digital Ocean", "url": "https://www.digitalocean.com/", "description": ""}, {"name": "Linode", "url": "https://www.linode.com/", "description": ""}], "notes": []}, {"name": "Fastapi \u2014 Serverless", "entries": [{"name": "Chalice", "url": "https://github.com/aws/chalice", "description": "", "stars": "11k"}, {"name": "Mangum", "url": "https://mangum.io/", "description": "Adapter for running ASGI applications with AWS Lambda and API Gateway."}, {"name": "Vercel", "url": "https://vercel.com/", "description": "(formerly Zeit) ([example (\u2b50178)](https://github.com/Snailedlt/Markdown-Videos))."}, {"name": "AWS Lambda", "url": "https://aws.amazon.com/lambda/", "description": ""}, {"name": "Google Cloud Functions", "url": "https://cloud.google.com/functions", "description": ""}, {"name": "Azure Functions", "url": "https://azure.microsoft.com/en-us/products/functions/", "description": ""}, {"name": "Google Cloud Run", "url": "https://cloud.google.com/run", "description": ""}], "notes": []}, {"name": "Fastapi \u2014 Boilerplate", "entries": [{"name": "Full Stack FastAPI and PostgreSQL - 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[{"name": "Flask-WTF", "url": "https://flask-wtf.readthedocs.io", "description": "Integrates Flask with WTForms (provides CSRF protection as well)."}], "notes": []}, {"name": "Flask \u2014 Full-text Search", "entries": [{"name": "flask-msearch", "url": "https://github.com/honmaple/flask-msearch", "description": "Full-text search.", "stars": "227"}, {"name": "Flask-WhooshAlchemy3", "url": "https://github.com/blakev/Flask-WhooshAlchemy3", "description": "Full-text search + Whoosh indexing capabilities for Flask-SQLAlchemy.", "stars": "28"}, {"name": "SQLAlchemy-Searchable", "url": "https://sqlalchemy-searchable.readthedocs.io", "description": "Provides full-text search capabilities for SQLAlchemy models."}], "notes": []}, {"name": "Flask \u2014 Security", "entries": [{"name": "Flask-Argon2", "url": "https://github.com/red-coracle/flask-argon2", "description": "Provides argon2 hashing utilities.", "stars": "19"}, {"name": "Flask-Bcrypt", "url": "https://flask-bcrypt.readthedocs.io", 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"Flask-Shell2HTTP", "url": "https://github.com/Eshaan7/Flask-Shell2HTTP", "description": "RESTful/HTTP wrapper for Python's subprocess API, so you can convert any command-line tool into a RESTful API service.", "stars": "189"}, {"name": "Flask-Sitemap", "url": "https://flask-sitemap.readthedocs.io", "description": "Sitemap generation."}, {"name": "Flask-SocketIO", "url": "https://flask-socketio.readthedocs.io", "description": "Socket.IO integration."}, {"name": "Flask-SSE", "url": "https://flask-sse.readthedocs.io", "description": "Streaming with flask."}], "notes": []}, {"name": "Flask \u2014 Official Resources", "entries": [{"name": "Project Website", "url": "https://palletsprojects.com/p/flask/", "description": "Official Flask website."}, {"name": "Documentation", "url": "https://flask.palletsprojects.com", "description": "Comprehensive documentation for all Flask versions."}, {"name": "Flaskr Tutorial", "url": "https://flask.palletsprojects.com/tutorial/", "description": "Build a 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"Many high-quality tutorials on Flask."}, {"name": "TestDriven.io", "url": "https://testdriven.io/blog/topics/flask/", "description": "Up-to-date tutorials on Flask."}], "notes": []}, {"name": "Flask \u2014 Community", "entries": [{"name": "Discord", "url": "https://discord.com/invite/t6rrQZH", "description": "Pallets Projects community on Discord (use the `#get-help` channel for Flask support)."}, {"name": "Reddit", "url": "https://www.reddit.com/r/flask/", "description": "Flask subreddit."}, {"name": "Stack Overflow", "url": "https://stackoverflow.com/questions/tagged/flask", "description": "Questions tagged `flask`."}, {"name": "Twitter", "url": "https://twitter.com/PalletsTeam", "description": "For official announcements on updates, security fixes, etc."}], "notes": []}, {"name": "Flask \u2014 Conferences", "entries": [{"name": "FlaskCon", "url": "https://twitter.com/flaskcon", "description": "Community driven Flask event intended for speakers and attendees all over the world to participate in technical and evangelical sessions related to Flask."}, {"name": "PyConWeb", "url": "https://twitter.com/pyconweb", "description": "Covers Django, Tornado, Flask, API frameworks. AsyncIO, networking, Frontend, JavaScript, and web security."}, {"name": "Flask Conf Brazil", "url": "https://2019.flask.python.org.br/", "description": "Conference for the developers and users of Flask."}, {"name": "PyCon US", "url": "https://us.pycon.org/", "description": "The largest annual gathering for the community using and developing the open-source Python programming language."}, {"name": "PyCon Australia", "url": "https://pycon-au.org/", "description": "National conference organized for the Python Programming Community."}, {"name": "Euro Python", "url": "https://europython.eu/", "description": "The largest Python conference in Europe."}, {"name": "PyCon", "url": "https://pycon.org/", "description": "Complete listing of all PyCons globally."}], "notes": []}, {"name": "Flask \u2014 Meetups", "entries": [{"name": "Flask", "url": "https://www.meetup.com/topics/flask/all/", "description": "40+ groups in 20 countries."}, {"name": "Python Web Development", "url": "https://www.meetup.com/topics/python-web-development/all/", "description": "600+ groups in 81 countries."}, {"name": "Python", "url": "https://www.meetup.com/topics/python/all/", "description": "2,400+ groups in 100 countries."}], "notes": []}, {"name": "Flask \u2014 Podcasts", "entries": [{"name": "TalkPython", "url": "https://talkpython.fm/", "description": "The leading Python podcast with several episodes on Flask."}, {"name": "Podcast Init", "url": "https://www.pythonpodcast.com/", "description": "A popular Python podcast that features Flask guests on occasion."}, {"name": "Python Bytes", "url": "https://pythonbytes.fm/", "description": "Another Python podcast that discusses Flask from time to time."}, {"name": "Full Stack Python's Best Python Podcasts Page", "url": "https://www.fullstackpython.com/best-python-podcasts.html", "description": "A list of active Python-specific podcasts."}], "notes": []}, {"name": "Flask \u2014 Tutorials", "entries": [{"name": "Flask Mega-Tutorial", 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mini-services](https://drewdevault.com/2019/01/30/Why-I-built-sr.ht-with-Flask.html) as well)."}, {"name": "Timesketch", "url": "https://github.com/google/timesketch", "description": "Collaborative forensic timeline analysis.", "stars": "3.3k"}], "notes": []}], "total_entries": 168}, {"name": "Cakephp", "subcategories": [{"name": "Cakephp", "entries": [{"name": "CakePHP Plugins", "url": "https://plugins.cakephp.org", "description": ""}, {"name": "Awesome PHP", "url": "https://github.com/ziadoz/awesome-php", "description": "", "stars": "32k"}, {"name": "Awesome Awesomeness", "url": "https://github.com/bayandin/awesome-awesomeness", "description": "", "stars": "33k"}, {"name": "Plugins", "url": "#plugins", "description": ""}, {"name": "Software", "url": "#software", "description": ""}, {"name": "Resources", "url": "#resources", "description": ""}, {"name": "Conferences", "url": "#conferences", "description": ""}], "notes": []}, {"name": "Cakephp \u2014 AI Tools", "entries": [{"name": 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