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集合主题趋势排行榜
#

trusted-ai

Website
Wikipedia
https://static.github-zh.com/github_avatars/Trusted-AI?size=40
Trusted-AI / adversarial-robustness-toolbox

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

Pythonattackadversarial-machine-learningpoisoningtrusted-ai人工智能extractionadversarial-attacksadversarial-examplesevasioninference隐私red-teamblue-team机器学习
Python 5.43 k
2 天前
https://static.github-zh.com/github_avatars/Trusted-AI?size=40
Trusted-AI / AIF360

#计算机科学#A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

人工智能fairness-aifairnessfairness-testingfairness-awareness-modelbias-detectionbiasbias-correctionbias-reductionbias-finder机器学习深度学习codaittrusted-aiRPython
Python 2.63 k
8 个月前
https://static.github-zh.com/github_avatars/Trusted-AI?size=40
Trusted-AI / AIX360

#计算机科学#Interpretability and explainability of data and machine learning models

explainable-aiexplainable-mltrusted-aitrusted-ml机器学习深度学习codait人工智能explainabilxai
Python 1.71 k
5 个月前
https://static.github-zh.com/github_avatars/IBM?size=40
IBM / UQ360

#计算机科学#Uncertainty Quantification 360 (UQ360) is an extensible open-source toolkit that can help you estimate, communicate and use uncertainty in machine learning model predictions.

uncertainty-quantification监控机器学习人工智能trusted-aiuncertaintycalibration
Python 267
3 个月前
https://static.github-zh.com/github_avatars/PaddlePaddle?size=40
PaddlePaddle / PaddleDTX

#区块链#Paddle with Decentralized Trust based on Xuperchain

decentralized-storagetrusted-aifederated-learning区块链
Go 89
1 年前
https://static.github-zh.com/github_avatars/softsys4ai?size=40
softsys4ai / athena

#计算机科学#Athena: A Framework for Defending Machine Learning Systems Against Adversarial Attacks

adversarial-machine-learning深度神经网络人工智能机器学习defense-methodstrusted-ai安全
Python 43
4 年前
https://static.github-zh.com/github_avatars/yaacov?size=40
yaacov / rag-chat-interface

A self-hosted, privacy-focused RAG (Retrieval-Augmented Generation) interface for intelligent document interaction. Turn any document into a knowledge base you can chat with.

人工智能chatragtrusted-ai
Python 5
3 个月前
https://static.github-zh.com/github_avatars/IBMDeveloperUK?size=40
IBMDeveloperUK / Trusted-AI-Workshop

#计算机科学#Hands on workshop material evaluating performance, fairness and robustness of models

ibm-cloud机器学习model-deploymenttrusted-ai
4
6 年前
https://static.github-zh.com/github_avatars/TortueSagace?size=40
TortueSagace / versatile_evasion_attacks

#计算机科学#Security protocols for estimating adversarial robustness of machine learning models for both tabular and image datasets. This package implements a set of evasion attacks based on metaheuristic optimiz...

adversarial-attacksadversarial-machine-learning人工智能attackevasionheuristicsimage-classification机器学习隐私Pythonred-teamtabular-datatrusted-ai
Jupyter Notebook 3
6 个月前