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
Understanding the Resource Cost of Fully Homomorphic Encryption in Quantum Federated Learning
Authors: Lukas Böhm, Arjhun Swaminathan, Anika Hannemann, Erik Buchmann | Published: 2026-03-03
Extending the Formalism and Theoretical Foundations of Cryptography to AI
Authors: Federico Villa, F. Betül Durak, Tadayoshi Kohno, Tapdig Maharramli, Franziska Roesner | Published: 2026-03-03
ZeroDayBench: Evaluating LLM Agents on Unseen Zero-Day Vulnerabilities for Cyberdefense
Authors: Nancy Lau, Louis Sloot, Jyoutir Raj, Giuseppe Marco Boscardin, Evan Harris, Dylan Bowman, Mario Brajkovski, Jaideep Chawla, Dan Zhao | Published: 2026-03-02
Protection against Source Inference Attacks in Federated Learning
Authors: Andreas Athanasiou, Kangsoo Jung, Catuscia Palamidessi | Published: 2026-03-02