All Resources

AI Security Communities

18

18+ active forums, researcher networks, newsletters, and open-source projects tracking AI threats and sharing defense strategies

Simon Willison's Weblog

Independent blog with deep technical write-ups on prompt injection mechanics, agent security flaws, and LLM trust boundaries.

blogprompt-injectionagent-security

Awesome LLM Security

GitHub list aggregating 200+ LLM security tools, papers, datasets, and attack write-ups.

awesome-listaggregatoropen-source

AI Village

DEF CON community running AI red teaming events, CTFs, and publishing adversarial ML research.

red-teamingctfevents+1

0din GenAI Bug Bounty

Mozilla's GenAI bug bounty program rewarding AI vulnerability discovery and responsible disclosure.

bug-bountyvulnerability-discoveryresponsible-disclosure

Jailbreak LLMs Dataset

Dataset of 15,000+ real-world LLM jailbreak prompts collected from Reddit and Discord communities.

datasetjailbreakpayloads

Prompt Injection Defenses

Catalog of known prompt injection defense strategies with effectiveness notes and implementation links.

prompt-injectiondefense-catalogreference

PALLMs - LLM Attack Payloads

Repository of copy-paste LLM attack payloads organized by technique: injection, jailbreak, exfiltration.

payloadsattack-collectionred-teaming

Awesome MCP Security

GitHub list of MCP protocol security tools, vulnerability write-ups, and scanning resources.

mcpawesome-listprotocol-security

Awesome LLM Agent Security

GitHub list focused on autonomous agent attack surfaces: tool abuse, privilege escalation, and multi-agent risks.

agentic-securityawesome-listtool-abuse

GenAI Security Project

OWASP working group producing checklists and deployment guidance for generative AI security.

owaspgenerative-aichecklist

HiddenLayer Research

Publishes write-ups on model serialization attacks, agent exploitation, and novel AI attack techniques.

researchmodel-attackswrite-ups

Splunk AI Security Research

Research portal with MITRE ATLAS-mapped detection rules and AI threat analysis.

detectionssiematlas-mapped

Protect AI Blog

Publishes vulnerability disclosures, tool releases, and analysis of ML supply chain risks.

vulnerability-disclosuresupply-chainml-security

pathfinding.cloud

Maps IAM privilege escalation paths across AWS, Azure, and GCP AI/ML services.

cloud-securityiamprivilege-escalation

zeroday.cloud

Live tracker of zero-day vulnerabilities in cloud infrastructure used by AI platforms.

zero-daycloud-securityvulnerability-tracker

Red Canary Blog

Detection engineering blog with coverage of AI-augmented attack techniques and defense strategies.

detection-engineeringthreat-researchblog

ai-sec-resources

Link collection from Arcanum covering offensive AI tools, defensive frameworks, and training materials.

aggregatoroffensivedefensive

PromptLayer Blog

Blog on prompt versioning, A/B testing, and observability patterns for LLM applications.

prompt-managementobservabilityversioning

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