CoSPED: Consistent Soft Prompt Targeted Data Extraction and Defense
Authors: Yang Zhuochen, Fok Kar Wai, Thing Vrizlynn | Published: 2025-10-13
Secret-Protected Evolution for Differentially Private Synthetic Text Generation
Authors: Tianze Wang, Zhaoyu Chen, Jian Du, Yingtai Xiao, Linjun Zhang, Qiang Yan | Published: 2025-10-13
Adversarial Robustness in One-Stage Learning-to-Defer
Authors: Yannis Montreuil, Letian Yu, Axel Carlier, Lai Xing Ng, Wei Tsang Ooi | Published: 2025-10-13
Neutral Agent-based Adversarial Policy Learning against Deep Reinforcement Learning in Multi-party Open Systems
Authors: Qizhou Peng, Yang Zheng, Yu Wen, Yanna Wu, Yingying Du | Published: 2025-10-13
Quantifying Information Disclosure During Gradient Descent Using Gradient Uniqueness
Authors: Mahmoud Abdelghafar, Maryam Aliakbarpour, Chris Jermaine | Published: 2025-10-13
SimKey: A Semantically Aware Key Module for Watermarking Language Models
Authors: Shingo Kodama, Haya Diwan, Lucas Rosenblatt, R. Teal Witter, Niv Cohen | Published: 2025-10-11 | Updated: 2025-11-03
Training-Free In-Context Forensic Chain for Image Manipulation Detection and Localization
Authors: Rui Chen, Bin Liu, Changtao Miao, Xinghao Wang, Yi Li, Tao Gong, Qi Chu, Nenghai Yu | Published: 2025-10-11 | Updated: 2025-10-27
New Machine Learning Approaches for Intrusion Detection in ADS-B
Authors: Mikaëla Ngamboé, Jean-Simon Marrocco, Jean-Yves Ouattara, José M. Fernandez, Gabriela Nicolescu | Published: 2025-10-09
LLM-Assisted Web Measurements
Authors: Simone Bozzolan, Stefano Calzavara, Lorenzo Cazzaro | Published: 2025-10-09
A Novel Ensemble Learning Approach for Enhanced IoT Attack Detection: Redefining Security Paradigms in Connected Systems
Authors: Hikmat A. M. Abdeljaber, Md. Alamgir Hossain, Sultan Ahmad, Ahmed Alsanad, Md Alimul Haque, Sudan Jha, Jabeen Nazeer | Published: 2025-10-09