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12 Results
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Workshop
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Unified Lookup Tables: Privacy-Preserving Foundation Models Nikita Janakarajan · Irina Morales · Marvin Alberts · Andrea Giovannini · Matteo Manica · Antonio Foncubierta-Rodriguez |
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Affinity Event
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Armadillo: Robust Secure Aggregation for Federated Learning with Input Validation Yiping Ma · Yue Guo · Harish Karthikeyan · Antigoni Polychroniadou |
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Workshop
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Sun 12:00 |
Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving ML Siddhant Dutta · Pavana Karanth · Pedro Maciel Xavier · Iago de Freitas · Nouhaila Innan · Sadok Ben Yahia · Muhammad Shafique · David Bernal Neira |
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Workshop
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Privacy-Preserving Large Language Model Inference via GPU-Accelerated Fully Homomorphic Encryption Leo de Castro · Antigoni Polychroniadou · Daniel Escudero |
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Affinity Event
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: One-shot Private Aggregation with Single Client Interaction and its Applications to Federated Learning Harish Karthikeyan · Antigoni Polychroniadou |
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Tutorial
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Tue 13:30 |
PrivacyML: Meaningful Privacy-Preserving Machine Learning and How To Evaluate AI Privacy Mimee Xu · Dmitrii Usynin · Fazl Barez |
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Workshop
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Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents Kieleh Ngong Ivoline Clarisse · Swanand Kadhe · Hao Wang · Keerthiram Murugesan · Justin D Weisz · Amit Dhurandhar · Karthikeyan Natesan Ramamurthy |
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Affinity Event
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Towards Privacy-Preserving Medical Imaging: Federated Learning with Differential Privacy and Secure Aggregation Using a Modified ResNet Architecture Mohamad Haj Fares · Ahmed Mohamed Saad Emam Saad |
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Workshop
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Sat 12:00 |
A teacher-teacher framework for clinical language representation learning Feiqing Huang · Shenghan Zhang · Sara Sweet · Tianxi Cai |
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Poster
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Fri 11:00 |
Accelerating Transformers with Spectrum-Preserving Token Merging Chau Tran · Duy M. H. Nguyen · Manh-Duy Nguyen · TrungTin Nguyen · Ngan Le · Pengtao Xie · Daniel Sonntag · James Zou · Binh Nguyen · Mathias Niepert |
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Poster
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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 |
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Poster
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Fri 16:30 |
TransVIP: Speech to Speech Translation System with Voice and Isochrony Preservation Chenyang Le · Yao Qian · Dongmei Wang · Long Zhou · Shujie LIU · Xiaofei Wang · Midia Yousefi · Yanmin Qian · Jinyu Li · Michael Zeng |