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Workshop
Semantic Membership Inference Attack against Large Language Models
Hamid Mozaffari · Virendra Marathe
Workshop
Semantic Membership Inference Attack against Large Language Models
Hamid Mozaffari · Virendra Marathe
Poster
Thu 16:30 OSLO: One-Shot Label-Only Membership Inference Attacks
Yuefeng Peng · Jaechul Roh · Subhransu Maji · Amir Houmansadr
Poster
Wed 16:30 Membership Inference Attacks against Large Vision-Language Models
Zhan Li · Yongtao Wu · Yihang Chen · Francesco Tonin · Elias Abad Rocamora · Volkan Cevher
Workshop
Unveiling Synthetic Faces: How Synthetic Datasets Can Expose Real Identities
Hatef Otroshi Shahreza · Sébastien Marcel
Poster
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
Workshop
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
Workshop
Has My System Prompt Been Used? Large Language Model Prompt Membership Inference
Roman Levin · Valeriia Cherepanova · Abhimanyu Hans · Avi Schwarzschild · Tom Goldstein
Poster
Fri 16:30 Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy
Shengfang ZHAI · Huanran Chen · Yinpeng Dong · Jiajun Li · Qingni Shen · Yansong Gao · Hang Su · Yang Liu
Workshop
Can Watermarking Large Language Models Prevent Copyrighted Text Generation and Hide Training Data?
Michael-Andrei Panaitescu-Liess · Zora Che · Bang An · Yuancheng Xu · Pankayaraj Pathmanathan · Souradip Chakraborty · Sicheng Zhu · Tom Goldstein · Furong Huang
Poster
Wed 11:00 Privacy Backdoors: Enhancing Membership Inference through Poisoning Pre-trained Models
Yuxin Wen · Leo Marchyok · Sanghyun Hong · Jonas Geiping · Tom Goldstein · Nicholas Carlini
Poster
Thu 16:30 Data Mixture Inference Attack: BPE Tokenizers Reveal Training Data Compositions
Jonathan Hayase · Alisa Liu · Yejin Choi · Sewoong Oh · Noah Smith