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Transactions on Machine Learning Research · 期刊 · Machine Learning

2026-07-17 至 2026-07-17 共收录 1
2607.14921 2026-07-17 cs.LG cs.AI cs.CR 新提交

Random Logit Scaling: Defending Deep Neural Networks Against Black-Box Score-Based Adversarial Example Attacks

随机对数缩放:防御深度神经网络对抗基于黑盒分数的对抗样本攻击

Hamid Dashtbani, Mehdi Dousti Gandomani, AmirMahdi Sadeghzadeh

机构 * Sharif University of Technology(伊朗谢里夫理工大学)

AI总结 研究针对基于黑盒分数的对抗样本攻击的防御与攻击方法,提出随机对数缩放(RLS)防御可降低攻击成功率,还引入新型自适应攻击,证明一种非随机化黑盒防御易受攻击。

Comments Accepted at Transactions on Machine Learning Research (TMLR)

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