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Map / Governance / AI Security & Safety / OWASP Top 10 for LLMs / Alternatives

OWASP Top 10 for LLMs alternatives

24 other AI Security & Safety on the map, the closest first.

Closest: Standards & Frameworks

EU AI Act

EU's comprehensive regulatory framework for AI

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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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MA

MITRE ATLAS

Knowledge base of adversary tactics and techniques against AI systems

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More in AI Security & Safety

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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Garak

LLM vulnerability scanner and red-teaming framework

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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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Guardrails AI

Framework for adding guardrails to LLM outputs

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Lakera Guard

Real-time prompt injection and jailbreak protection

Curated

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Llama Guard

Meta's LLM-based input/output safeguard

Curated

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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

CuratedLinuxMacWindows

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OpenDP

Differential privacy library for data analysis

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PySyft

Federated learning and privacy-preserving ML

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TensorFlow Privacy

Training ML models with differential privacy

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Copyleaks

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

CuratedWeb

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F

Foolbox

Fast adversarial attacks for deep neural networks

Curated

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Originality.ai

AI text detector and plagiarism checker for publishers and writers

CommunityWeb

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Questions

What are the closest alternatives to OWASP Top 10 for LLMs?

EU AI Act, ISO/IEC 42001 and NIST AI RMF sit on the same sub-line as OWASP Top 10 for LLMs (Standards & Frameworks) on AI Landscape, with 1 more.

How are these alternatives chosen?

They are the other products on the AI Security & Safety stop of the map: curated products first, the ones on OWASP Top 10 for LLMs's sub-line before the rest, then by name until members have marked enough of them.