Adversarial Learning

Band-Aid Backdoor: A Dual-Branch Framework for Physical Backdoor Attacks on Face Recognition Systems
Publication imported from Patrick Chan's Zotero bibliography.
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Real-world nighttime image dehazing using contrastive and adversarial learning
Publication imported from Patrick Chan's Zotero bibliography.
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CAS-NN: A Robust Cascade Neural Network Without Compromising Clean Accuracy
Publication imported from Patrick Chan's Zotero bibliography.
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Causative label flip attack detection with data complexity measures
Publication imported from Patrick Chan's Zotero bibliography.
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Multiple-Model Based Defense for Deep Reinforcement Learning Against Adversarial Attack
Publication imported from Patrick Chan's Zotero bibliography.
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Robustness analysis of classical and fuzzy decision trees under adversarial evasion attack
Publication imported from Patrick Chan's Zotero bibliography.
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Transfer learning based countermeasure against label flipping poisoning attack
Publication imported from Patrick Chan's Zotero bibliography.
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Adversarial Attack against Deep Reinforcement Learning with Static Reward Impact Map
Representative publication listed on Patrick Chan's faculty profile page.
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Data sanitization against adversarial label contamination based on data complexity
Publication imported from Patrick Chan's Zotero bibliography.
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Face Liveness Detection Using a Flash Against 2D Spoofing Attack
Publication imported from Patrick Chan's Zotero bibliography.
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