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advbox icon advbox

Advbox是基于PaddlePaddle Fluid开发的支持常见深度学习框架的AI模型安全工具箱,用于生成对抗样本,衡量AI模型鲁棒性 ( Advbox is a toolbox based on PaddlePaddle Fluid to generate adversarial examples ,it can benchmark the robustness of machine learning models. It support TensorFlow,Caffe2 and multi-GPU , help more users generate more adversarial examples more faster.)

cleverhans icon cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

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............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

mind-map icon mind-map

各种安全相关思维导图整理收集

obfuscated-gradients icon obfuscated-gradients

Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples

red-team-links icon red-team-links

2019年红队资源链接,资源不是本人整理出来,来自互联网,因为流传的少,特意在此做个备份,做个分享。

systemsecurity-reverseanalysis icon systemsecurity-reverseanalysis

该资源为系统安全和逆向分析实验,包括作者从零学习恶意代码分析、病毒逆向分析的工具及样本,基础性文章,希望对您有所帮助~

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