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13 Results
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Workshop
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Sat 12:00 |
Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models XiuYu Zhang · Zening Luo |
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Poster
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Thu 16:30 |
Public-data Assisted Private Stochastic Optimization: Power and Limitations Enayat Ullah · Michael Menart · Raef Bassily · Cristóbal Guzmán · Raman Arora |
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Workshop
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The Empirical Impact of Data Sanitization on Language Models Anwesan Pal · Radhika Bhargava · Kyle Hinsz · Jacques Esterhuizen · Sudipta Bhattacharya |
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Poster
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Wed 16:30 |
DataStealing: Steal Data from Diffusion Models in Federated Learning with Multiple Trojans Yuan Gan · Jiaxu Miao · Yi Yang |
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Poster
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Thu 11:00 |
Right this way: Can VLMs Guide Us to See More to Answer Questions? Li Liu · Diji Yang · Sijia Zhong · Kalyana Suma Sree Tholeti · Lei Ding · Yi Zhang · Leilani Gilpin |
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Poster
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Fri 16:30 |
HARMONIC: Harnessing LLMs for Tabular Data Synthesis and Privacy Protection Yuxin Wang · Duanyu Feng · Yongfu Dai · Zhengyu Chen · Jimin Huang · Sophia Ananiadou · Qianqian Xie · Hao Wang |
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Poster
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Thu 16:30 |
Can Graph Neural Networks Expose Training Data Properties? An Efficient Risk Assessment Approach Hanyang Yuan · Jiarong Xu · Renhong Huang · Mingli Song · Chunping Wang · YANG YANG |
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Workshop
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Private Text Generation by Seeding Large Language Model Prompts Supriya Nagesh · Justin Chen · Nina Mishra · Tal Wagner |
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Poster
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Wed 16:30 |
HEPrune: Fast Private Training of Deep Neural Networks With Encrypted Data Pruning Yancheng Zhang · Mengxin Zheng · Yuzhang Shang · Xun Chen · Qian Lou |
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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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Wed 16:30 |
Reimagining Mutual Information for Enhanced Defense against Data Leakage in Collaborative Inference Lin Duan · Jingwei Sun · Jinyuan Jia · Yiran Chen · Maria Gorlatova |
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Workshop
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A False Sense of Privacy: Evaluating Textual Data Sanitization Beyond Surface-level Privacy Leakage Rui Xin · Niloofar Mireshghallah · Stella Li · Michael Duan · Hyunwoo Kim · Yejin Choi · Yulia Tsvetkov · Sewoong Oh · Pang Wei Koh |