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CH : @SparkSecurity

#tools
#MLSecOps
#Offensive_security
Security Solutions for AI Systems 
1️⃣ Confidential Computing
1.1 Sentient Enclaves Framework
1.2 SyMPC - SMPC companion library for Syft
1.3 Confidential Computing API
2️⃣ Encryption and Data Protection
2.1 IronCoreLabs Transform encryption lib for Scala
2.2 Diffprivlib - IBM Differential Privacy Library
2.3 TenSEAL - Library for doing homomorphic encryption operations on tensors
2.4 PyDP - Python Differential Privacy Library
3️⃣ Governance
3.1 VerifyWise - Open source AI governance platform
3.2 Cartai - OSS AI supervisor Agent
4️⃣ Model Testing
4.1 Plexiglass - tool to detect/protect LLM vulns
4.2 Giskard-AI - Evaluation/testing for LLM systems
4.3 ModelScan - ML Model Security Scanner
4.4 LlamaFirewall, PurpleLlama - Tools to LLM security
4.5 Garak - LLM vulnerability scanner
4.6 Package for LLM jailbreak evaluation
5️⃣ Prompt Firewall and Redaction
5.1 Guardrails AI - Adding guardrails to LLMs
5.2 Private AI - Detect, anonymize, and replace PII
5.3 Lakera Guard - ChatGPT Data Leak Protection
5.4 Rebuff - LLM Prompt Injection Detector
5.5 Trylon Gateway - Open Source Firewall for LLMs
5.6 LLM Guard, Vigil - Security scanner for LLM prompts
5.7 MCP-Scan - Security scanner tool for MCP servers
5.8 Vibranium Dome - LLM WAF for Agents
6️⃣ AI Quality Controls and Testing
6.1 GenAI Prompt Fuzzer
6.2 FuzzyAI, LLMFuzzer Frameworks
6.3 Test Generation for Prompts
6.4 Promptfoo: LLM Evals & Red Teaming
7️⃣ Training Data Protection
7.1 Trusted-AI - Adversarial Robustness Toolbox
7.2 datasig - Dataset fingerprinting for AIBOM
8️⃣ AI for Offensive Cyber
8.1 Vulnhuntr - AI-Discovered 0-day Tool
8.2 Confident AI - LLM Red Teaming Framework
8.3 Agentic LLM Vulnerability Scanner / AI RedTeam Kit
8.4 llm-attacks - Attacks on Aligned LLMs
8.5 HackGPT - Tool using ChatGPT for hacking
8.6 AI/ML Exploits, CAI CTF Framework


CH : @SparkSecurity