Security through the Eyes of AI: How Visualization is Shaping Malware Detection
Authors: Asmitha K. A., Matteo Brosolo, Serena Nicolazzo, Antonino Nocera, Vinod P., Rafidha Rehiman K. A., Muhammed Shafi K. P | Published: 2025-05-12
Private LoRA Fine-tuning of Open-Source LLMs with Homomorphic Encryption
Authors: Jordan Frery, Roman Bredehoft, Jakub Klemsa, Arthur Meyre, Andrei Stoian | Published: 2025-05-12
Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity
Authors: Guang Yan, Yuhui Zhang, Zimu Guo, Lutan Zhao, Xiaojun Chen, Chen Wang, Wenhao Wang, Dan Meng, Rui Hou | Published: 2025-05-12
Securing Genomic Data Against Inference Attacks in Federated Learning Environments
Authors: Chetan Pathade, Shubham Patil | Published: 2025-05-12
One Trigger Token Is Enough: A Defense Strategy for Balancing Safety and Usability in Large Language Models
Authors: Haoran Gu, Handing Wang, Yi Mei, Mengjie Zhang, Yaochu Jin | Published: 2025-05-12
I Know What You Said: Unveiling Hardware Cache Side-Channels in Local Large Language Model Inference
Authors: Zibo Gao, Junjie Hu, Feng Guo, Yixin Zhang, Yinglong Han, Siyuan Liu, Haiyang Li, Zhiqiang Lv | Published: 2025-05-10 | Updated: 2025-05-14
LLM-Text Watermarking based on Lagrange Interpolation
Authors: Jarosław Janas, Paweł Morawiecki, Josef Pieprzyk | Published: 2025-05-09 | Updated: 2025-05-12
Revealing Weaknesses in Text Watermarking Through Self-Information Rewrite Attacks
Authors: Yixin Cheng, Hongcheng Guo, Yangming Li, Leonid Sigal | Published: 2025-05-08
FedTDP: A Privacy-Preserving and Unified Framework for Trajectory Data Preparation via Federated Learning
Authors: Zhihao Zeng, Ziquan Fang, Wei Shao, Lu Chen, Yunjun Gao | Published: 2025-05-08
A Weighted Byzantine Fault Tolerance Consensus Driven Trusted Multiple Large Language Models Network
Authors: Haoxiang Luo, Gang Sun, Yinqiu Liu, Dongcheng Zhao, Dusit Niyato, Hongfang Yu, Schahram Dustdar | Published: 2025-05-08