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11 Results
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Poster
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Fri 11:00 |
Trap-MID: Trapdoor-based Defense against Model Inversion Attacks ZhenTing Liu · ShangTse Chen |
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Poster
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Thu 11:00 |
Reconstruction Attacks on Machine Unlearning: Simple Models are Vulnerable Martin Bertran · Shuai Tang · Michael Kearns · Jamie Morgenstern · Aaron Roth · Steven Wu |
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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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Poster
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Fri 16:30 |
Auditing Privacy Mechanisms via Label Inference Attacks Róbert Busa-Fekete · Travis Dick · Claudio Gentile · Andres Munoz Medina · Adam Smith · Marika Swanberg |
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Poster
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Wed 11:00 |
Dual Defense: Enhancing Privacy and Mitigating Poisoning Attacks in Federated Learning Runhua Xu · Shiqi Gao · Chao Li · James Joshi · Jianxin Li |
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Workshop
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Knowledge Distillation-Based Model Extraction Attack using GAN-based Private Counterfactual Explanations Fatima Ezzeddine · Omran Ayoub · Silvia Giordano |
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Poster
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Fri 11:00 |
Membership Inference Attacks against Fine-tuned Large Language Models via Self-prompt Calibration Wenjie Fu · Huandong Wang · Chen Gao · Guanghua Liu · Yong Li · Tao Jiang |
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Workshop
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Privacy Protection in Personalized Diffusion Models via Targeted Cross-Attention Adversarial Attack Xide Xu · Muhammad Atif Butt · Sandesh Kamath · Bogdan Raducanu |
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Poster
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Thu 16:30 |
Attack-Aware Noise Calibration for Differential Privacy Bogdan Kulynych · Juan Gomez · Georgios Kaissis · Flavio Calmon · Carmela Troncoso |
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Poster
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Fri 11:00 |
Pandora's Box: Towards Building Universal Attackers against Real-World Large Vision-Language Models Daizong Liu · Mingyu Yang · Xiaoye Qu · Pan Zhou · Xiang Fang · Keke Tang · Yao Wan · Lichao Sun |
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Workshop
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Class Attribute Inference Attacks: Inferring Sensitive Class Information by Diffusion-Based Attribute Manipulations Lukas Struppek · Dominik Hintersdorf · Felix Friedrich · Manuel Brack · Patrick Schramowski · Kristian Kersting |