33 results found Sort:

Trusted-AI
adversarial-robustness-toolbox Trusted-AI
1.2k
4.9k
mit
98
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
12,410 commits to main branch, last one 2 days ago
Giskard-AI
giskard Giskard-AI
268
4.1k
apache-2.0
33
🐢 Open-Source Evaluation & Testing for ML & LLM systems
llm mlops llmops llm-eval ai-safety ml-safety ai-testing ml-testing ai-red-team ai-security fairness-ai llm-security ml-validation llm-evaluation rag-evaluation red-team-tools responsible-ai trustworthy-ai evaluation-framework ethical-artificial-intelligence
Created 2022-03-06
10,112 commits to main branch, last one a day ago
zjunlp
EasyEdit zjunlp
236
1.9k
mit
26
[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.
gpt tool llama knowlm llama2 mmedit chatgpt mistral baichuan easyedit safeedit efficient unlearning model-editing trustworthy-ai knowledge-editing open-source-project large-language-models artificial-intelligence natural-language-processing
Created 2023-05-09
1,172 commits to main branch, last one a day ago
JohnSnowLabs
langtest JohnSnowLabs
40
502
apache-2.0
10
Deliver safe & effective language models
llm nlp mlops llm-test ai-safety ml-safety ai-testing benchmarks ml-testing llm-testing ethics-in-ai responsible-ai trustworthy-ai llm-as-evaluator model-assessment benchmark-framework large-language-models llm-evaluation-toolkit artificial-intelligence
Created 2022-11-18
5,461 commits to main branch, last one about a month ago
HowieHwong
TrustLLM HowieHwong
44
471
mit
8
[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
287 commits to main branch, last one about a month ago
THUYimingLi
BackdoorBox THUYimingLi
74
465
gpl-2.0
7
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
348 commits to main branch, last one 3 months ago
aiverify-foundation
moonshot aiverify-foundation
34
178
apache-2.0
7
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
1,590 commits to main branch, last one 10 days ago
liuzuxin
FSRL liuzuxin
26
165
mit
4
🚀 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
15 commits to main branch, last one about a month ago
yunqing-me
AttackVLM yunqing-me
8
162
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 about a year ago
ffhibnese
Model-Inversion-Attack-ToolBox ffhibnese
7
137
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
196 commits to main branch, last one about a month ago
yunqing-me
WatermarkDM yunqing-me
7
130
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 about a year ago
aiverify-foundation
aiverify aiverify-foundation
34
123
apache-2.0
8
AI Verify
trustworthy-ai
Created 2023-06-03
941 commits to main branch, last one 14 days ago
verivital
nnv verivital
49
114
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
1,821 commits to master branch, last one about a month ago
thu-ml
MMTrustEval thu-ml
7
108
cc-by-sa-4.0
5
A toolbox for benchmarking trustworthiness of multimodal large language models (MultiTrust, NeurIPS 2024 Track Datasets and Benchmarks)
mllm gpt-4 claude safety privacy toolbox fairness benchmark robustness multi-modal truthfulness trustworthy-ai
Created 2024-06-09
193 commits to main branch, last one 15 days ago
ml-for-high-risk-apps-book
Machine-Learning-for-High-Risk-Applications-Book ml-for-high-risk-apps-book
23
97
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
IBM
ai-privacy-toolkit IBM
26
96
mit
11
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
149 commits to main branch, last one 4 months ago
sleeepeer
PoisonedRAG sleeepeer
16
93
mit
3
[USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models
ai rag security trustworthy-ai machine-learning retrieval-augmented-generation
Created 2024-02-09
28 commits to main branch, last one about a month ago
dlmacedo
entropic-out-of-distribution-detection dlmacedo
10
74
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 2 years ago
qitianwu
GraphOOD-GNNSafe qitianwu
5
73
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 about a year ago
ai4ce
FLAT ai4ce
10
67
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 2 years ago
richard-peng-xia
CARES richard-peng-xia
3
56
cc-by-4.0
3
[NeurIPS'24 & ICMLW'24] CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
trustworthy-ai vision-language-model large-vision-language-model medical-multimodal-learning
Created 2024-06-06
15 commits to main branch, last one about a month ago
AthenaCore
AwesomeResponsibleAI AthenaCore
10
55
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, Trustwor...
ai xai ai-safety ethical-ai fairness-ai ai-alignment ai-standards awesome-list ai-governance ai-regulation explainable-ai responsible-ai trustworthy-ai interpretable-ai
Created 2021-09-05
270 commits to main branch, last one 3 days ago
JerryX1110
Robust-Video-Object-Segmentation JerryX1110
5
49
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
szandala
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
dlmacedo
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 2 years ago
aimagelab
safe-clip aimagelab
0
44
unknown
7
Safe-CLIP: Removing NSFW Concepts from Vision-and-Language Models. ECCV 2024
nsfw safety eccv2024 retrieval image-to-text text-to-image trustworthy-ai vision-and-language
Created 2023-11-27
24 commits to main branch, last one 3 months ago
moshafieeha
UT-ECE-Student-Resources moshafieeha
2
42
mit
1
A curated list of valuable resources from our studies at the University of Tehran (UT), School of Electrical and Computer Engineering (ECE)
ai os nlp xai data network complier database networks data-mining data-science deep-learning generative-ai neural-network trustworthy-ai software-testing crypto-currencies computer-architecture statistical-inference reinforcement-learning
Created 2024-07-11
66 commits to main branch, last one 2 months ago
zhihengli-UR
StyleT2I zhihengli-UR
3
39
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 2 years ago
sail-sg
finetune-fair-diffusion sail-sg
2
39
mit
8
Code of the paper: Finetuning Text-to-Image Diffusion Models for Fairness
fairness text-to-image trustworthy-ai diffusion-models
Created 2023-12-03
6 commits to main branch, last one 6 months ago
TMIS-Turbo
FNI-RL TMIS-Turbo
10
36
unknown
2
[TPAMI, 2023] Fear-Neuro-Inspired Reinforcement Learning for Safe Autonomous Driving
neuro-ai trustworthy-ai autonomous-driving safe-decision-making reinforcement-learning
Created 2023-06-30
32 commits to master branch, last one 11 months ago