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    59 repositories

    • ShieldNet

      Public
      JavaScript
      •0•0•0•0•Updated Mar 16, 2026Mar 16, 2026

    • RedCode

      Public
      [NeurIPS'24] RedCode: Risky Code Execution and Generation Benchmark for Code Agents
      Python
      •10•74•3•0•Updated Nov 14, 2025Nov 14, 2025

    • SafeAuto

      Public
      [ICML 2025] SafeAuto: Knowledge-Enhanced Safe Autonomous Driving with Multimodal Foundation Models
      Python
      •1•28•5•0•Updated Jul 17, 2025Jul 17, 2025

    • UDora

      Public
      [ICML 2025] UDora: A Unified Red Teaming Framework against LLM Agents
      Python
      •5•33•1•0•Updated Jun 24, 2025Jun 24, 2025

    • PolyGuard

      Public
      Python
      •2•20•2•0•Updated Jun 18, 2025Jun 18, 2025

    • AdvAgent

      Public
      Jupyter Notebook
      •0•25•5•0•Updated May 28, 2025May 28, 2025

    • AgentPoison

      Public
      [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"
      red-teamllm-agentretrieval-augmented-generation
      red-teamllm-agentretrieval-augmented-generation
      Python
      •
      MIT License
      •29•214•4•1•Updated Apr 12, 2025Apr 12, 2025

    • MMDT

      Public
      Comprehensive Assessment of Trustworthiness in Multimodal Foundation Models
      Jupyter Notebook
      •2•30•1•0•Updated Mar 15, 2025Mar 15, 2025

    • aug-pe

      Public
      [ICML 2024 Spotlight] Differentially Private Synthetic Data via Foundation Model APIs 2: Text
      language-modeldifferential-privacyai-privacy
      language-modeldifferential-privacyai-privacylarge-language-modelsprompt-engineering
      Python
      •
      Apache License 2.0
      •17•58•1•0•Updated Jan 11, 2025Jan 11, 2025

    • FedGame

      Public
      Official implementation for paper "FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning" (NeurIPS 2023).
      Python
      •
      MIT License
      •0•13•1•0•Updated Oct 25, 2024Oct 25, 2024

    • VFL-ADMM

      Public
      Improving Privacy-Preserving Vertical Federated Learning by Efficient Communication with ADMM (SaTML 2024)
      Python
      •
      Apache License 2.0
      •1•5•0•0•Updated Oct 21, 2024Oct 21, 2024

    • DecodingTrust

      Public
      A Comprehensive Assessment of Trustworthiness in GPT Models
      Python
      •
      Creative Commons Attribution Share Alike 4.0 International
      •61•314•13•2•Updated Sep 16, 2024Sep 16, 2024

    • helm

      Public
      Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110).
      Python
      •
      Apache License 2.0
      •375•0•0•2•Updated Jun 12, 2024Jun 12, 2024

    • DPFL-Robustness

      Public
      [CCS 2023] Unraveling the Connections between Privacy and Certified Robustness in Federated Learning Against Poisoning Attacks
      Python
      •0•7•0•0•Updated Feb 15, 2024Feb 15, 2024

    • hf-blog

      Public
      Public repo for HF blog posts
      Jupyter Notebook
      •999•0•0•0•Updated Jan 26, 2024Jan 26, 2024

    • DecodingTrust-Data-Legacy

      Public
      Python
      •0•0•0•0•Updated Dec 25, 2023Dec 25, 2023

    • TextGuard

      Public
      TextGuard: Provable Defense against Backdoor Attacks on Text Classification
      Python
      •1•15•0•0•Updated Nov 7, 2023Nov 7, 2023

    • InfoBERT

      Public
      [ICLR 2021] "InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective" by Boxin Wang, Shuohang Wang, Yu Cheng, Zhe Gan, Ruoxi…
      information-theorylanguage-modelsbert
      information-theorylanguage-modelsbertadversarial-attacksrobertaadversarial-defenseadversarial-robustness
      Python
      •8•85•1•0•Updated Oct 25, 2023Oct 25, 2023

    • Robustness-Against-Backdoor-Attacks

      Public
      RAB: Provable Robustness Against Backdoor Attacks
      Python
      •6•39•2•5•Updated Oct 3, 2023Oct 3, 2023

    • semantic-randomized-smoothing

      Public
      [CCS 2021] TSS: Transformation-specific smoothing for robustness certification
      securitydeep-learningrobustness-verification
      securitydeep-learningrobustness-verification
      Roff
      •3•26•0•5•Updated Oct 3, 2023Oct 3, 2023

    • FLBenchmark-toolkit

      Public
      Federated Learning Framework Benchmark (UniFed)
      benchmarkmachine-learningfederated-learning
      benchmarkmachine-learningfederated-learning
      Python
      •
      Apache License 2.0
      •6•49•5•0•Updated Jun 14, 2023Jun 14, 2023

    • SecretGen

      Public
      A general model inversion attack against large pre-trained models.
      machine-learningprivacy
      machine-learningprivacy
      Python
      •
      MIT License
      •2•5•0•0•Updated Apr 22, 2023Apr 22, 2023

    • adversarial-glue

      Public
      [NeurIPS 2021] "Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models" by Boxin Wang*, Chejian Xu*, Shuohang Wang, Zhe Gan, Yu C…
      nlpmachine-learningnlp-library
      nlpmachine-learningnlp-libraryadversarial-examplesadversarial-attacks
      Python
      •2•13•0•0•Updated Apr 3, 2023Apr 3, 2023

    • VeriGauge

      Public
      A united toolbox for running major robustness verification approaches for DNNs. [S&P 2023]
      deep-learningrobustnessverfication
      deep-learningrobustnessverfication
      C
      •7•89•3•4•Updated Mar 24, 2023Mar 24, 2023

    • Certified-Fairness

      Public
      [NeurIPS 2022] Code for Certifying Some Distributional Fairness with Subpopulation Decomposition
      Python
      •0•5•0•0•Updated Jan 3, 2023Jan 3, 2023

    • CoPur

      Public
      CoPur: Certifiably Robust Collaborative Inference via Feature Purification (NeurIPS 2022)
      Python
      •1•11•0•0•Updated Dec 7, 2022Dec 7, 2022

    • transferability-versus-robustness

      Public
      Python
      •0•0•0•0•Updated Dec 6, 2022Dec 6, 2022

    • DMLW2022

      Public
      HTML
      •1•1•0•0•Updated Dec 3, 2022Dec 3, 2022

    • Certified-Robustness-SoK-Oldver

      Public
      This repo keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on popular datasets and pa…
      10•97•0•0•Updated Oct 18, 2022Oct 18, 2022

    • Layerwise-Orthogonal-Training

      Public
      Python
      •0•6•0•0•Updated Oct 11, 2022Oct 11, 2022
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