Trustworthy AI Systems Lab (TAS Lab)
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Robustness
Balancing Realism and Attack Efficacy: Adversarial Texture Generation From Authentic Clothing Patterns
Publication imported from Patrick Chan's Zotero bibliography.
Dingkun Zhou
,
Patrick Chan
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DOI
Band-Aid Backdoor: A Dual-Branch Framework for Physical Backdoor Attacks on Face Recognition Systems
Publication imported from Patrick Chan's Zotero bibliography.
Jun-Hong Li
,
Ying-Qi Zheng
,
Patrick Chan
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Pruning Backdoors via Inducive Trigger-Based Detection
Publication imported from Patrick Chan's Zotero bibliography.
Peien Liao
,
Jiahao Pan
,
Patrick Chan
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DOI
Multiple-Model Based Defense for Deep Reinforcement Learning Against Adversarial Attack
Publication imported from Patrick Chan's Zotero bibliography.
Patrick Chan
,
Yaxuan Wang
,
Natasha Kees
,
DANIEL S. YEUNG
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Robustness analysis of classical and fuzzy decision trees under adversarial evasion attack
Publication imported from Patrick Chan's Zotero bibliography.
Patrick Chan
,
Juan Zheng
,
Han Liu
,
E. C. C. Tsang
,
DANIEL S. YEUNG
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DOI
Transfer learning based countermeasure against label flipping poisoning attack
Publication imported from Patrick Chan's Zotero bibliography.
Patrick Chan
,
Fengzhi Luo
,
Zitong Chen
,
Ying Shu
,
DANIEL S. YEUNG
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Sensitivity Based Robust Learning With Sampling In Adversarial Environment
Publication imported from Patrick Chan's Zotero bibliography.
Qing Lin
,
Wei Li
,
Patrick Chan
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Improving robustness of stacked auto-encoder against evasion attack based on weight evenness
Publication imported from Patrick Chan's Zotero bibliography.
Fengzhi Luo
,
Patrick Chan
,
Zhe Lin
,
Zhimin He
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Sensitivity based robust learning for stacked autoencoder against evasion attack
Publication imported from Patrick Chan's Zotero bibliography.
Patrick Chan
,
Zhe Lin
,
Xian Hu
,
Eric C. C. Tsang
,
DANIEL S. YEUNG
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DOI
Improving robustness against electrode shift of sEMG based hand gesture recognition using online semi-supervised learning
Publication imported from Patrick Chan's Zotero bibliography.
Qiu Xia Li
,
Patrick Chan
,
Dalin Zhou
,
Yinfeng Fang
,
Honghai Liu
,
DANIEL S. YEUNG
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