NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
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Oct 5, 2026 - Python
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llm-safety
Here are 402 public repositories matching this topic...
DeepTeam is a framework to red team LLMs and AI agents.
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Oct 1, 2026 - Python
[JMLR 2026] "UQLM: A Python Package for Uncertainty Quantification in Large Language Models"
uncertainty-quantification uncertainty-estimation ai-safety confidence-score hallucination confidence-estimation ai-evaluation llm llm-evaluation llm-safety hallucination-evaluation hallucination-detection hallucination-mitigation llm-hallucination
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Oct 5, 2026 - Python
[ICML 2024] TrustLLM: LLM trustworthiness evaluation across truthfulness, safety, fairness, robustness, privacy and ethics. Python/CLI toolkit for local models, compatible APIs and AI agent orchestration.
nlp benchmark natural-language-processing ai toolkit evaluation dataset ai-agents hallucination pypi-package responsible-ai trustworthy-machine-learning trustworthy-ai large-language-models llm llm-evaluation llm-safety openai-compatible llm-benchmark
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Oct 4, 2026 - Python
A resource repository for machine unlearning in large language models
nlp machine-learning awesome privacy evaluation alignment awesome-list ai-safety right-to-be-forgotten machine-unlearning paper-list responsible-ai unlearning llm model-editing large-language-model llm-safety llm-unlearning selective-forgetting knowledge-erasure
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Aug 6, 2026
Decrypted Generative Model safety files for Apple Intelligence containing filters
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Jul 19, 2026 - Python
Agent trace and tool-use safety evaluation lab.
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May 2, 2026 - Python
Static security scanner for LLM agents — prompt injection, MCP config auditing, taint analysis. 51 rules mapped to OWASP Agentic Top 10 (2026). Works with LangChain, CrewAI, AutoGen.
python cli security mcp static-analysis owasp taint-analysis vulnerability-detection vulnerability-scanner ai-security ai-agent langchain prompt-injection llm-security llm-safety crewai ai-security-tool langchain-security-
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Sep 13, 2026 - Python
[NDSS'25 Best Technical Poster] A collection of automated evaluators for assessing jailbreak attempts.
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Apr 1, 2025 - Python
Papers about red teaming LLMs and Multimodal models.
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Jul 14, 2026
Attack to induce LLMs within hallucinations
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May 17, 2024 - Python
Safety in Embodied AI: A Survey of Risks, Attacks, and Defenses | 500+ Papers | Perception, Cognition, Planning, Interaction, Agentic System
robotics jailbreak survey awesome-list autonomous-driving ai-safety adversarial-attacks red-teaming backdoor-attacks adversarial-robustness embodied-ai trustworthy-ai large-language-models prompt-injection world-model llm-safety vision-language-action embodied-agents agent-safety world-action-model
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Oct 5, 2026 - Python
Open Source Reliability Harness: Make your agents follow rules. One line of code to enforce, trace, and improve.
rule-engine ai-safety policy-engine ai-security guardrails responsible-ai ai-policy ai-compliance ai-governance prompt-injection llm-security llm-proxy llm-safety content-safety llm-monitoring llm-guardrails agentic-ai ai-guardrails ai-firewall ai-audit
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May 23, 2026 - Python
Alignment-research scaffold (autoresearch-style) for LLM guardrails: search over a single policy.md surface
python security benchmark machine-learning ai jailbreak evaluation santander alignment ai-safety red-teaming content-moderation guardrails responsible-ai llm prompt-injection llm-safety autoresearch
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Oct 1, 2026 - Python
Reading list for adversarial perspective and robustness in deep reinforcement learning.
deep-reinforcement-learning ai-safety machine-learning-security ai-security robust-machine-learning ai-alignment safe-reinforcement-learning robust-reinforcement-learning responsible-ai adversarial-reinforcement-learning secure-ai ml-security llm-security reinforcement-learning-safety llm-safety artificial-intelligence-security artificial-intelligence-alignment robust-deep-reinforcement-learning reinforcement-learning-security large-language-model-safety
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Mar 2, 2026
Zero-leak online detection of LLM decoding corruption and Free Web Search for your AI agents! Catch repetition loops, language drift and garbage mid-stream, before the user sees a bad token. Works with any OpenAI-compatible API.
streaming inference online-learning anomaly-detection guardrails openai-api llm vllm llm-safety hallucination-detection
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Sep 21, 2026 - Python
A curated, continuously updated reading list of 500+ papers on LLM agents: planning, memory, tool use, multi-agent, evaluation & safety. Companion to the survey 'LLM Agents: A Survey'.
awesome memory survey planning awesome-list agents multi-agent-systems autonomous-agents ai-safety ai-agents paper-list tool-use large-language-models llm prompt-injection llm-safety llm-agents agent-benchmark agent-survey
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Oct 3, 2026 - Python
Offline prompt-contract auditor for Hermes, Claude Code, Codex, OpenCode & OpenClaw. Pre-write guard before agents ship vague code. Zero deps. No model API.
cli devops offline static-analysis opencode hermes codex prompts sarif ai-agents zero-dependencies guardrails prompt-engineering llm-safety agent-skills claude-code openclaw hermes-agent prompt-linter pre-write-guard
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Jul 22, 2026 - Python
[NeurIPS 2025] SECA: Semantically Equivalent and Coherent Attacks for Eliciting LLM Hallucinations
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Dec 10, 2025 - Python
Official repository for the paper "ALERT: A Comprehensive Benchmark for Assessing Large Language Models’ Safety through Red Teaming"
nlp benchmark ai artificial-intelligence nlp-machine-learning red-teaming bias-detection safety-monitoring transformers-models llm llm-evaluation llm-safety llm-safety-benchmark
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Sep 20, 2024 - Python
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