Model Hijacking Attack in Federated Learning
Authors: Zheng Li, Siyuan Wu, Ruichuan Chen, Paarijaat Aditya, Istemi Ekin Akkus, Manohar Vanga, Min Zhang, Hao Li, Yang Zhang | Published: 2024-08-04
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PromptSAM+: Malware Detection based on Prompt Segment Anything Model
Authors: Xingyuan Wei, Yichen Liu, Ce Li, Ning Li, Degang Sun, Yan Wang | Published: 2024-08-04
A Survey on the Applications of Zero-Knowledge Proofs
Authors: Ryan Lavin, Xuekai Liu, Hardhik Mohanty, Logan Norman, Giovanni Zaarour, Bhaskar Krishnamachari | Published: 2024-08-01
A Hybrid Federated Kernel Regularized Least Squares Algorithm
Authors: Celeste Damiani, Yulia Rodina, Sergio Decherchi | Published: 2024-07-24
Private prediction for large-scale synthetic text generation
Authors: Kareem Amin, Alex Bie, Weiwei Kong, Alexey Kurakin, Natalia Ponomareva, Umar Syed, Andreas Terzis, Sergei Vassilvitskii | Published: 2024-07-16 | Updated: 2024-10-09
SLIP: Securing LLMs IP Using Weights Decomposition
Authors: Yehonathan Refael, Adam Hakim, Lev Greenberg, Tal Aviv, Satya Lokam, Ben Fishman, Shachar Seidman | Published: 2024-07-15 | Updated: 2024-08-01
On Discrete Prompt Optimization for Diffusion Models
Authors: Ruochen Wang, Ting Liu, Cho-Jui Hsieh, Boqing Gong | Published: 2024-06-27
Mind the Privacy Unit! User-Level Differential Privacy for Language Model Fine-Tuning
Authors: Lynn Chua, Badih Ghazi, Yangsibo Huang, Pritish Kamath, Ravi Kumar, Daogao Liu, Pasin Manurangsi, Amer Sinha, Chiyuan Zhang | Published: 2024-06-20 | Updated: 2024-08-16
Promoting Data and Model Privacy in Federated Learning through Quantized LoRA
Authors: JianHao Zhu, Changze Lv, Xiaohua Wang, Muling Wu, Wenhao Liu, Tianlong Li, Zixuan Ling, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang | Published: 2024-06-16
Speed-up of Data Analysis with Kernel Trick in Encrypted Domain
Authors: Joon Soo Yoo, Baek Kyung Song, Tae Min Ahn, Ji Won Heo, Ji Won Yoon | Published: 2024-06-14