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
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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
Real Money, Fake Models: Deceptive Model Claims in Shadow APIs
Authors: Yage Zhang, Yukun Jiang, Zeyuan Chen, Michael Backes, Xinyue Shen, Yang Zhang | Published: 2026-03-02
Co-Evolutionary Multi-Modal Alignment via Structured Adversarial Evolution
Authors: Guoxin Shi, Haoyu Wang, Zaihui Yang, Yuxing Wang, Yongzhe Chang | Published: 2026-03-02
DualSentinel: A Lightweight Framework for Detecting Targeted Attacks in Black-box LLM via Dual Entropy Lull Pattern
Authors: Xiaoyi Pang, Xuanyi Hao, Pengyu Liu, Qi Luo, Song Guo, Zhibo Wang | Published: 2026-03-02
From Secure Agentic AI to Secure Agentic Web: Challenges, Threats, and Future Directions
Authors: Zhihang Deng, Jiaping Gui, Weinan Zhang | Published: 2026-03-02
Towards Privacy-Preserving LLM Inference via Collaborative Obfuscation (Technical Report)
Authors: Yu Lin, Qizhi Zhang, Wenqiang Ruan, Daode Zhang, Jue Hong, Ye Wu, Hanning Xia, Yunlong Mao, Sheng Zhong | Published: 2026-03-02