Efficient Privacy-Preserving Sparse Matrix-Vector Multiplication Using Homomorphic Encryption
Authors: Yang Gao, Gang Quan, Wujie Wen, Scott Piersall, Qian Lou, Liqiang Wang | Published: 2026-03-05
Robustness of Agentic AI Systems via Adversarially-Aligned Jacobian Regularization
Authors: Furkan Mumcu, Yasin Yilmaz | Published: 2026-03-04
PTOPOFL: Privacy-Preserving Personalised Federated Learning via Persistent Homology
Authors: Kelly L Vomo-Donfack, Adryel Hoszu, Grégory Ginot, Ian Morilla | Published: 2026-03-04
CAM-LDS: Cyber Attack Manifestations for Automatic Interpretation of System Logs and Security Alerts
Authors: Max Landauer, Wolfgang Hotwagner, Thorina Boenke, Florian Skopik, Markus Wurzenberger | Published: 2026-03-04
A Multi-Dimensional Quality Scoring Framework for Decentralized LLM Inference with Proof of Quality
Authors: Arther Tian, Alex Ding, Frank Chen, Simon Wu, Aaron Chan | Published: 2026-03-04
When Safety Becomes a Vulnerability: Exploiting LLM Alignment Homogeneity for Transferable Blocking in RAG
Authors: Junchen Li, Chao Qi, Rongzheng Wang, Qizhi Chen, Liang Xu, Di Liang, Bob Simons, Shuang Liang | Published: 2026-03-04
Measuring Privacy vs. Fidelity in Synthetic Social Media Datasets
Authors: Henry Tari, Adriana Iamnitchi | Published: 2026-03-04
Image-based Prompt Injection: Hijacking Multimodal LLMs through Visually Embedded Adversarial Instructions
Authors: Neha Nagaraja, Lan Zhang, Zhilong Wang, Bo Zhang, Pawan Patil | Published: 2026-03-04
Gravity Falls: A Comparative Analysis of Domain-Generation Algorithm (DGA) Detection Methods for Mobile Device Spearphishing
Authors: Adam Dorian Wong, John D. Hastings | Published: 2026-03-03
Kraken: Higher-order EM Side-Channel Attacks on DNNs in Near and Far Field
Authors: Peter Horvath, Ilia Shumailov, Lukasz Chmielewski, Lejla Batina, Yuval Yarom | Published: 2026-03-03