PyRIT
microsoft/pyritOpen-source framework for red-teaming generative AI systems: automate attack prompts, score model responses, and audit behavior to identify security…
adversarial-attackai-securitymachine-learning+2
4.6k
microsoft/pyritOpen-source framework for red-teaming generative AI systems: automate attack prompts, score model responses, and audit behavior to identify security…
online-ml/riverStreaming machine learning library for incremental learning on data streams, providing online estimators, drift and anomaly detection, pipelines,…
trusted-ai/adversarial-robustness-toolboxPython library for adversarial machine learning security, enabling red and blue teams to run evasion, poisoning, extraction, and inference attacks…
cleverhans-lab/cleverhansAn adversarial example library for constructing attacks, building defenses, and benchmarking both
13o-bbr-bbq/machine_learning_securitySource code about machine learning and security.
stumpy-dev/stumpyScalable Python library for time series analysis via matrix profiles, enabling motif discovery, anomaly detection, semantic segmentation, and…
huhusmang/awesome-llms-for-vulnerability-detectionThe community's most comprehensive, continuously-updated index of research on Large Language Models for software vulnerability detection — papers…
tmylla/awesome-llm4cybersecurityCurated systematic literature review of 756+ papers on LLM applications in cybersecurity, covering threat intelligence, vulnerability detection,…
beenuar/aisocSelf-hostable AI SOC that fuses security alerts, auto-triages via agentic AI, runs MITRE ATT&CK investigations, and logs every agent decision in a…
openai/privacy-filterBidirectional token-classification model for PII detection and masking in text, with CLI for redaction, evaluation, and finetuning on-premises.
trusted-ai/aix360Interpretability and explainability of data and machine learning models
trusted-ai/aif360A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in…
thalesgroup-cert/watcherAI-powered threat intelligence platform for automated CVE/ransomware monitoring, domain surveillance, data leak detection, and incident response with…
secretflow/secretflowA unified framework for privacy-preserving data analysis and machine learning
microsoft/responsible-ai-toolboxInteractive dashboards and libraries for responsible AI model debugging, covering error analysis, fairness, interpretability, counterfactuals, causal…
bethgelab/foolboxA Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
microsoft/cyberbattlesimAn experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.
seldonio/alibi-detectAlgorithms for outlier, adversarial and drift detection