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Poster
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Tue 17:00
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Preprocessors Matter! Realistic Decision-Based Attacks on Machine Learning Systems
Chawin Sitawarin · Florian Tramer · Nicholas Carlini
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Workshop
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Evading Black-box Classifiers Without Breaking Eggs
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Workshop
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Fri 13:10
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Evading Black-box Classifiers Without Breaking Eggs
Edoardo Debenedetti · Nicholas Carlini · Florian Tramer
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Poster
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Tue 17:00
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Understanding and Defending Patched-based Adversarial Attacks for Vision Transformer
Liang Liu · Yanan Guo · Youtao Zhang · Jun Yang
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Poster
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Tue 14:00
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Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning Using Independent Component Analysis
Sanjay Kariyappa · Chuan Guo · Kiwan Maeng · Wenjie Xiong · G. Edward Suh · Moinuddin Qureshi · Hsien-Hsin Sean Lee
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Workshop
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Theoretically Principled Trade-off for Stateful Defenses against Query-Based Black-Box Attacks
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Workshop
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Theoretically Principled Trade-off for Stateful Defenses against Query-Based Black-Box Attacks
Ashish Hooda · Neal Mangaokar · Ryan Feng · Kassem Fawaz · Somesh Jha · Atul Prakash
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Workshop
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Illusory Attacks: Detectability Matters in Adversarial Attacks on Sequential Decision-Makers
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Workshop
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Illusory Attacks: Detectability Matters in Adversarial Attacks on Sequential Decision-Makers
Tim Franzmeyer · Stephen Mcaleer · Joao Henriques · Jakob Foerster · Phil Torr · Adel Bibi · Christian Schroeder
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