Privacy-Preserving Personalized Federated Learning (PPP-FL) for Medical Imaging
Authors: Md Morshedul Islam, Hossain Shahriar, Alfredo Cuzzocrea | Published: 2026-10-20
Literature Database
Interflow: Breaking the Offline-Online Barrier for Private AI at the Edge
Authors: Hanieh Totonchi Asl, Ebrahim Nouri, Zhuoran Li, Danella Zhao | Published: 2026-10-20
Proof-of-Machine-Learning-Inference: Mining Knowledge, Not Hashes
Authors: Wan Ki Wong, Michele Ciampi, Rik Sarkar | Published: 2026-10-19
Honeypots for AI Agent Insider Threats
Authors: Jan Wehner, Jam Kraprayoon | Published: 2026-10-19
Concerns in Benchmarking Jailbreaks: An Empirical Study of Attack Success Rates
Authors: Leon Tu Nguyen, Rohan Menon, Rafael Tappe Maestro, Eric Aubinais, Chih-Hong Cheng | Published: 2026-10-19
Beyond Attack Success Rate: Cost-Aware Metric for Evaluating Iterative LLM Jailbreaks
Authors: Rohan Menon, Chih-Hong Cheng | Published: 2026-10-19
Mal-AAEGAN: Adversarial Autoencoder with Double-Critic WGAN-GP for Malware Generation
Authors: Nam Hoang Thanh, Trung Pham Duy, Lam Bui Thu | Published: 2026-10-19
Fake News, Real Crashes: Information Injection Attacks on LLM Financial Trading Agents
Authors: Mengxiao Wang, Nitesh Saxena | Published: 2026-10-19
Q-MALDetect: Quantum Image-Based Malware Detection and Adversarial Robustness Analysis
Authors: Walid El Maouaki, Mohammad Izen, Nouhaila Innan, Alberto Marchisio, Muhammad Shafique | Published: 2026-10-19
LLMs Prompted for Legal Context Refuse More: Overrefusal from Small On-Premises LLMs in Criminal Legal Context
Authors: Anastasiia Kucherenko, Francois Brouchoud, Dimitri Percia David, Andrei Kucharavy | Published: 2026-10-19