Garak alternatives

Closest: Offensive Testing & Red Teaming

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  ART

  Python library for evaluating and defending ML models against attacks

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  CleverHans

  Library for benchmarking adversarial ML attacks

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  HarmBench

  Standardized evaluation framework for LLM robustness

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  PyRIT

  Python Risk Identification Toolkit for GenAI by Microsoft

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  TextAttack

  NLP adversarial attacks, augmentation, and training

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  Foolbox

  Fast adversarial attacks for deep neural networks

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More in AI Security & Safety

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  Guardrails AI

  Framework for adding guardrails to LLM outputs

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  Lakera Guard

  Real-time prompt injection and jailbreak protection

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  Llama Guard

  Meta's LLM-based input/output safeguard

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  NeMo Guardrails

  NVIDIA's toolkit for adding safety guardrails to LLMs

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  Patronus AI

  Enterprise LLM evaluation and safety platform

  CuratedWeb
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  Prompt Shields

  Microsoft Azure's prompt injection detection service

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  Shieldstral

  Mistral's open-weights multimodal safety classifier for text and images

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  Microsoft Presidio

  PII detection and anonymization for text and images

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  OpenDP

  Differential privacy library for data analysis

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  PySyft

  Federated learning and privacy-preserving ML

  Curated
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  TensorFlow Privacy

  Training ML models with differential privacy

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  EU AI Act

  EU's comprehensive regulatory framework for AI

  Curated
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  ISO/IEC 42001

  International standard for AI management systems

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  NIST AI RMF

  NIST AI Risk Management Framework

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  OWASP Top 10 for LLMs

  Top 10 security risks for LLM applications

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  Copyleaks

  Detects AI-generated text and plagiarism in writing and source code

  CuratedWeb
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• MA

  MITRE ATLAS

  Knowledge base of adversary tactics and techniques against AI systems

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  Originality.ai

  AI text detector and plagiarism checker for publishers and writers

  CommunityWeb
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