Protection against Source Inference Attacks in Federated Learning
Authors: Andreas Athanasiou, Kangsoo Jung, Catuscia Palamidessi | Published: 2026-03-02
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BlackCATT: Black-box Collusion Aware Traitor Tracing in Federated Learning
Authors: Elena Rodríguez-Lois, Fabio Brau, Maura Pintor, Battista Biggio, Fernando Pérez-González | Published: 2026-02-12
Towards Zero Rotation and Beyond: Architecting Neural Networks for Fast Secure Inference with Homomorphic Encryption
Authors: Yifei Cai, Yizhou Feng, Qiao Zhang, Chunsheng Xin, Hongyi Wu | Published: 2026-01-29
PAC-Private Responses with Adversarial Composition
Authors: Xiaochen Zhu, Mayuri Sridhar, Srinivas Devadas | Published: 2026-01-20
Graph Neural Network Based Adaptive Threat Detection for Cloud Identity and Access Management Logs
Authors: Venkata Tanuja Madireddy | Published: 2025-12-11
Subtract the Corruption: Training-Data-Free Corrective Machine Unlearning using Task Arithmetic
Authors: Mostafa Mozafari, Farooq Ahmad Wani, Maria Sofia Bucarelli, Fabrizio Silvestri | Published: 2025-11-24
Dynamic Black-box Backdoor Attacks on IoT Sensory Data
Authors: Ajesh Koyatan Chathoth, Stephen Lee | Published: 2025-11-18
Robust Client-Server Watermarking for Split Federated Learning
Authors: Jiaxiong Tang, Zhengchunmin Dai, Liantao Wu, Peng Sun, Honglong Chen, Zhenfu Cao | Published: 2025-11-17
Enhancing All-to-X Backdoor Attacks with Optimized Target Class Mapping
Authors: Lei Wang, Yulong Tian, Hao Han, Fengyuan Xu | Published: 2025-11-17
The ‘Sure’ Trap: Multi-Scale Poisoning Analysis of Stealthy Compliance-Only Backdoors in Fine-Tuned Large Language Models
Authors: Yuting Tan, Yi Huang, Zhuo Li | Published: 2025-11-16