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22 Results
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Workshop
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Unveiling Synthetic Faces: How Synthetic Datasets Can Expose Real Identities Hatef Otroshi Shahreza · Sébastien Marcel |
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Workshop
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On the Reconstruction of Training Data from Group Invariant Networks Ran Elbaz · Gilad Yehudai · Meirav Galun · Haggai Maron |
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Workshop
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Poster: Leveraging Large Language Models for Zero-Shot Detection and Mitigation of Data Poisoning in Wearable AI Systems Malithi Mithsara Wanniarachchi Kankanamge · Abdur Shahid · Ning Yang |
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Workshop
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In-distribution adversarial attacks on object recognition models using gradient-free search. Spandan Madan · Tomotake Sasaki · Tzu-Mao Li · Hanspeter Pfister · Xavier Boix |
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Poster
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Wed 11:00 |
Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models Yuancheng Xu · Jiarui Yao · Manli Shu · Yanchao Sun · Zichu Wu · Ning Yu · Tom Goldstein · Furong Huang |
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Poster
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Fri 11:00 |
Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data Thibault Simonetto · Salah GHAMIZI · Maxime Cordy |
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Workshop
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vTune: Verifiable Fine-Tuning Through Backdooring Eva Zhang · Akilesh Potti · Micah Goldblum |
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Workshop
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Provable Robustness of (Graph) Neural Networks Against Data Poisoning and Backdoor Attacks Lukas Gosch · Mahalakshmi Sabanayagam · Debarghya Ghoshdastidar · Stephan Günnemann |
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Workshop
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Adversarial Attacks on Data Attribution Xinhe Wang · Pingbang Hu · Junwei Deng · Jiaqi Ma |
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Poster
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Wed 11:00 |
Pseudo-Private Data Guided Model Inversion Attacks Xiong Peng · Bo Han · Feng Liu · Tongliang Liu · Mingyuan Zhou |
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Poster
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Thu 16:30 |
Data Mixture Inference Attack: BPE Tokenizers Reveal Training Data Compositions Jonathan Hayase · Alisa Liu · Yejin Choi · Sewoong Oh · Noah Smith |
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Workshop
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Sat 12:00 |
Infilling Score: A Pretraining Data Detection Algorithm for Large Language Models Negin Raoof · Litu Rout · Giannis Daras · Sujay Sanghavi · Constantine Caramanis · Sanjay Shakkottai · Alex Dimakis |