Attacks and Defenses Against LLM Fingerprinting
Authors: Kevin Kurian, Ethan Holland, Sean Oesch | Published: 2025-08-12
Oblivionis: A Lightweight Learning and Unlearning Framework for Federated Large Language Models
Authors: Fuyao Zhang, Xinyu Yan, Tiantong Wu, Wenjie Li, Tianxiang Chen, Yang Cao, Ran Yan, Longtao Huang, Wei Yang Bryan Lim, Qiang Yang | Published: 2025-08-12
EditMF: Drawing an Invisible Fingerprint for Your Large Language Models
Authors: Jiaxuan Wu, Yinghan Zhou, Wanli Peng, Yiming Xue, Juan Wen, Ping Zhong | Published: 2025-08-12
Generative AI for Critical Infrastructure in Smart Grids: A Unified Framework for Synthetic Data Generation and Anomaly Detection
Authors: Aydin Zaboli, Junho Hong | Published: 2025-08-12
Robust Anomaly Detection in O-RAN: Leveraging LLMs against Data Manipulation Attacks
Authors: Thusitha Dayaratne, Ngoc Duy Pham, Viet Vo, Shangqi Lai, Sharif Abuadbba, Hajime Suzuki, Xingliang Yuan, Carsten Rudolph | Published: 2025-08-11
Chimera: Harnessing Multi-Agent LLMs for Automatic Insider Threat Simulation
Authors: Jiongchi Yu, Xiaofei Xie, Qiang Hu, Yuhan Ma, Ziming Zhao | Published: 2025-08-11
Uncertainty-Driven Reliability: Selective Prediction and Trustworthy Deployment in Modern Machine Learning
Authors: Stephan Rabanser | Published: 2025-08-11
ScamDetect: Towards a Robust, Agnostic Framework to Uncover Threats in Smart Contracts
Authors: Pasquale De Rosa, Pascal Felber, Valerio Schiavoni | Published: 2025-08-09 | Updated: 2025-08-12
Non-omniscient backdoor injection with a single poison sample: Proving the one-poison hypothesis for linear regression and linear classification
Authors: Thorsten Peinemann, Paula Arnold, Sebastian Berndt, Thomas Eisenbarth, Esfandiar Mohammadi | Published: 2025-08-07
Optimizing IoT Threat Detection with Kolmogorov-Arnold Networks (KANs)
Authors: Natalia Emelianova, Carlos Kamienski, Ronaldo C. Prati | Published: 2025-08-07