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8 Results
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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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Poster
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Thu 16:30 |
PureGen: Universal Data Purification for Train-Time Poison Defense via Generative Model Dynamics Omead Pooladzandi · Sunay Bhat · Jeffrey Jiang · Alexander Branch · Gregory Pottie |
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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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Poster
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Wed 11:00 |
From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models Zhuoshi Pan · Yuguang Yao · Gaowen Liu · Bingquan Shen · H. Vicky Zhao · Ramana Kompella · Sijia Liu |
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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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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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PoisonedParrot: Subtle Data Poisoning Attacks to Elicit Copyright-Infringing Content from Large Language Models Michael-Andrei Panaitescu-Liess · Pankayaraj Pathmanathan · Yigitcan Kaya · Zora Che · Bang An · Sicheng Zhu · Aakriti Agrawal · Furong Huang |
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Workshop
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Mitigating Downstream Model Risks via Model Provenance Keyu Wang · Scott Schaffter · Abdullah Norozi Iranzad · Doina Precup · Jonathan Lebensold · Megan Risdal |