A Selective Homomorphic Encryption Approach for Faster Privacy-Preserving Federated Learning
Authors: Abdulkadir Korkmaz, Praveen Rao | Published: 2025-01-22 | Updated: 2025-03-27
Heterogeneous Multi-Player Multi-Armed Bandits Robust To Adversarial Attacks
Authors: Akshayaa Magesh, Venugopal V. Veeravalli | Published: 2025-01-21
Provably effective detection of effective data poisoning attacks
Authors: Jonathan Gallagher, Yasaman Esfandiari, Callen MacPhee, Michael Warren | Published: 2025-01-21
Poison-RAG: Adversarial Data Poisoning Attacks on Retrieval-Augmented Generation in Recommender Systems
Authors: Fatemeh Nazary, Yashar Deldjoo, Tommaso di Noia | Published: 2025-01-20
Everyone’s Privacy Matters! An Analysis of Privacy Leakage from Real-World Facial Images on Twitter and Associated User Behaviors
Authors: Yuqi Niu, Weidong Qiu, Peng Tang, Lifan Wang, Shuo Chen, Shujun Li, Nadin Kokciyan, Ben Niu | Published: 2025-01-20
LegalGuardian: A Privacy-Preserving Framework for Secure Integration of Large Language Models in Legal Practice
Authors: M. Mikail Demir, Hakan T. Otal, M. Abdullah Canbaz | Published: 2025-01-19
Latent-space adversarial training with post-aware calibration for defending large language models against jailbreak attacks
Authors: Xin Yi, Yue Li, Linlin Wang, Xiaoling Wang, Liang He | Published: 2025-01-18
AI/ML Based Detection and Categorization of Covert Communication in IPv6 Network
Authors: Mohammad Wali Ur Rahman, Yu-Zheng Lin, Carter Weeks, David Ruddell, Jeff Gabriellini, Bill Hayes, Salim Hariri, Edward V. Ziegler Jr | Published: 2025-01-18
Differentiable Adversarial Attacks for Marked Temporal Point Processes
Authors: Pritish Chakraborty, Vinayak Gupta, Rahul R, Srikanta J. Bedathur, Abir De | Published: 2025-01-17
GaussMark: A Practical Approach for Structural Watermarking of Language Models
Authors: Adam Block, Ayush Sekhari, Alexander Rakhlin | Published: 2025-01-17