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AI Security bookmarks

Public sources

Title Type Date Comment
AI-Exploits code A collection of real world AI/ML exploits for responsibly disclosed vulnerabilities
LLM-Guard code The Security Toolkit for LLM Interactions
NIST AI RMF Playbook doc NST AI RM Playbook
MITRE ATLAS doc Adversarial Threat Landscape for AI Systems
NIST AI 100-2e2023 doc Adversarial Machine Learning: A Taxonomy and Terminology of Attacks and Mitigations
OWASP ML Top 10 doc Top 10 security issues of machine learning systems
Deploying AI Systems Securely doc Apr 2024 Best Practices for Deploying Secure and Resilient AI Systems, From NCSC
LLM Top 10 doc OWASP Top 10 for LLM Applications
Google SAIF doc Google Secure AI Framework
Stealing Part of a Production Language Model paper Mar 11, 2024 model-stealing attack that extracts precise, nontrivial information from black-box production language models
Leaky Language Models blog Dec 1, 2023 Privado, So, do we all use Leaky Language Models (LLMs) now?
Leveraging an AI Security Framework blog Apr 11, 2024 Resilient Cyber, Chris Hughes
OpenLIT code OpenLIT is an open-source GenAI and LLM observability platform
openllmetry code Open-source observability for your LLM application
Usage Panda LLM Proxy code Security and compliance proxy for LLM APIs
Phoenix code AI Observability & Evaluation
Company
HiddenLayer
Bosch AIShield
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