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adversarial-robustness-toolbox Trusted-AI

1.1k

4.5k

mit

101

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

ai attack python evasion privacy red-team blue-team inference poisoning extraction trusted-ai trustworthy-ai machine-learning adversarial-attacks adversarial-examples artificial-intelligence adversarial-machine-learning

Created 2018-03-15

12,226 commits to main branch, last one 25 days ago

giskard Giskard-AI

215

3.4k

apache-2.0

27

🐢 Open-Source Evaluation & Testing for LLMs and ML models

Created 2022-03-06

9,675 commits to main branch, last one a day ago

EasyEdit zjunlp

182

1.5k

mit

19

An Easy-to-use Knowledge Editing Framework for LLMs.

Created 2023-05-09

905 commits to main branch, last one a day ago

BackdoorBox THUYimingLi

62

378

gpl-2.0

8

The open-sourced Python toolbox for backdoor attacks and defenses.

trustworthy-ai backdoor-attacks backdoor-defenses backdoor-learning trustworthy-machine-learning

Created 2021-10-26

336 commits to main branch, last one 13 days ago

TrustLLM HowieHwong

28

326

mit

6

[ICML 2024] TrustLLM: Trustworthiness in Large Language Models

ai llm nlp dataset toolkit benchmark evaluation pypi-package trustworthy-ai large-language-models natural-language-processing trustworthy-machine-learning

Created 2023-12-23

265 commits to main branch, last one 20 days ago

AttackVLM yunqing-me

4

131

mit

2

[NeurIPS-2023] Annual Conference on Neural Information Processing Systems

generative-ai trustworthy-ai foundation-models adversarial-attack deep-generative-model large-language-models vision-language-model image-to-text-generation text-to-image-generation

Created 2023-05-26

34 commits to main branch, last one 7 months ago

FSRL liuzuxin

22

131

mit

2

🚀 A fast safe reinforcement learning library in PyTorch

cpo ppo sac cvpo trpo library pytorch safe-rl robotics trustworthy-ai decision-making safety-critical reinforcement-learning

Created 2023-05-07

12 commits to main branch, last one 7 months ago

WatermarkDM yunqing-me

5

110

mit

2

Code of the paper: A Recipe for Watermarking Diffusion Models

watermark text-to-image trustworthy-ai diffusion-models generative-models

Created 2023-03-17

33 commits to main branch, last one 6 months ago

nnv verivital

48

101

unknown

7

Neural Network Verification Software Tool

safe-ai autonomy reachability verification safe-autonomy cyber-physical formal-methods hybrid-systems neural-network trustworthy-ai assured-autonomy formal-verification reachability-analysis cyber-physical-systems robustness-verification neural-network-verification neural-network-certification trustworthy-machine-learning

Created 2018-08-20

1,699 commits to master branch, last one 2 months ago

Model-Inversion-Attack-ToolBox ffhibnese

1

94

unknown

2

A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.

privacy toolbox benchmarks trustworthy-ai model-inversion machine-learning model-inversion-attacks

Created 2023-05-17

174 commits to main branch, last one about a month ago

Machine-Learning-for-High-Risk-Applications-Book ml-for-high-risk-apps-book

22

90

mit

6

Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applications

oreilly security deep-learning oreilly-books explainable-ai responsible-ai trustworthy-ai machine-learning interpretable-machine-learning

Created 2022-10-07

333 commits to main branch, last one about a year ago

aiverify aiverify-foundation

25

88

apache-2.0

5

AI Verify

trustworthy-ai

Created 2023-06-03

877 commits to main branch, last one 5 days ago

ai-privacy-toolkit IBM

25

88

mit

10

A toolkit for tools and techniques related to the privacy and compliance of AI models.

ai ml gdpr mlops python privacy ai-models anonymization trustworthy-ai machine-learning artificial-intelligence

Created 2021-04-28

148 commits to main branch, last one 3 months ago

entropic-out-of-distribution-detection dlmacedo

10

75

apache-2.0

4

A project to add scalable state-of-the-art out-of-distribution detection (open set recognition) support by changing two lines of code! Perform efficient inferences (i.e., do not increase inference tim...

ood osr pytorch open-set ai-safety deep-learning ood-detection trustworthy-ai machine-learning anomaly-detection novelty-detection out-of-distribution open-set-recognition robust-machine-learning trustworthy-machine-learning out-of-distribution-detection

Created 2019-08-16

50 commits to master branch, last one about a year ago

GraphOOD-GNNSafe qitianwu

4

68

unknown

4

The official implementation for ICLR23 paper "GNNSafe: Energy-based Out-of-Distribution Detection for Graph Neural Networks"

pytorch large-graph deep-learning trustworthy-ai anamoly-detection label-propagation outlier-detection pytorch-geometric distribution-shift node-classification graph-neural-networks artificial-intelligence geometric-deep-learning out-of-distribution-detection out-of-distribution-generalization

Created 2023-01-24

15 commits to main branch, last one 10 months ago

FLAT ai4ce

10

66

apache-2.0

5

[ICCV2021 Oral] Fooling LiDAR by Attacking GPS Trajectory

gnss lidar robotics ai-safety point-cloud 3d-perception deep-learning trustworthy-ai autonomous-driving 3d-object-detection adversarial-attacks trustworthy-machine-learning

Created 2020-10-06

27 commits to master branch, last one about a year ago

Robust-Video-Object-Segmentation JerryX1110

5

48

unknown

5

[ACM MM22] Towards Robust Video Object Segmentation with Adaptive Object Calibration, ACM Multimedia 2022

acm vos video acm-mm robust k-means pytorch denosing tracking acm-mm-22 clustering robustness segmentation acm-multimedia trustworthy-ai robust-tracking video-segmentation acm-multimedia-2022 video-object-segmentation

Created 2022-07-01

43 commits to main branch, last one about a year ago

TorchPRISM szandala

7

47

mit

4

Principal Image Sections Mapping. Convolutional Neural Network Visualisation and Explanation Framework

xai pytorch xai-library explainable-ai trustworthy-ai neural-networks explainable-machine-learning

Created 2021-01-22

44 commits to master branch, last one about a year ago

distinction-maximization-loss dlmacedo

5

45

apache-2.0

3

A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in your project! Perform efficient inferences (i.e., do not increas...

ood osr pytorch open-set ai-safety deep-learning ood-detection classification trustworthy-ai machine-learning anomaly-detection novelty-detection out-of-distribution open-set-recognition uncertainty-estimation robust-machine-learning trustworthy-machine-learning out-of-distribution-detection

Created 2022-05-10

40 commits to master branch, last one about a year ago

moonshot aiverify-foundation

11

42

apache-2.0

4

Moonshot - A simple and modular tool to evaluate and red-team any LLM application.

llm red-teaming benchmarking trustworthy-ai evaluation-framework

Created 2023-12-14

983 commits to main branch, last one a day ago

StyleT2I zhihengli-UR

3

37

bsd-2-clause

8

Official code of "StyleT2I: Toward Compositional and High-Fidelity Text-to-Image Synthesis" (CVPR 2022)

stylegan ai-fairness text-to-image responsible-ai trustworthy-ai text-to-image-synthesis

Created 2022-03-22

8 commits to main branch, last one about a year ago

AwesomeResponsibleAI AthenaCore

7

37

mit

4

A curated list of awesome academic research, books, code of ethics, data sets, institutes, newsletters, principles, podcasts, reports, tools, regulations and standards related to Responsible AI, Trust...

xai ethical-ai fairness-ai awesome-list explainable-ai responsible-ai trustworthy-ai interpretable-ai

Created 2021-09-05

160 commits to main branch, last one a day ago