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adversarial-robustness-toolbox icon adversarial-robustness-toolbox

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

aif360 icon aif360

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.

ares icon ares

A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.

awesome-automl-papers icon awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

cd-vae icon cd-vae

[NeurIPS 2021] "Class-Disentanglement and Applications in Adversarial Detection and Defense"

cicflowmeter icon cicflowmeter

CICFlowmeter-V4.0 (formerly known as ISCXFlowMeter) is a network traffic Bi-flow generator and analyzer for anomaly detection that has been used in many Cybersecurity datsets such as Android Adware-General Malware dataset (CICAAGM2017), IPS/IDS dataset (CICIDS2017), Android Malware dataset (CICAndMal2017) and Distributed Denial of Service (CICDDoS2019).

deepfake-detection icon deepfake-detection

A website 🖥 that detects a DeepFake video and also displays the confidence ratio and output (REAL/FAKE)

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为15个章节,近20万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 版权所有,违权必究 Tan 2018.06

malicious-url-detection icon malicious-url-detection

本科毕设:URL恶意性检测,基于字符串本身进行特征提取,基于sklearn库的机器学习模型进行分类(附实验数据于data文件夹)

mm-attack icon mm-attack

This is the source code for Fast and Reliable Evaluation of Adversarial Robustness with Minimum-Margin Attack (ICML2022).

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