AutoPoly-HE: Autonomous Design of Polynomial Activations for Privacy-Preserving Encrypted Inference
Authors: Zeinab Elkhatib, Kamrul Hasan, Ali Sekmen, Imtiaz Ahmed, Tariqul Islam | Published: 2026-10-14
Literature Database
Rethinking Quality in Large Language Model Routing: Security-Conditioned Model-and-Budget Selection
Authors: Yichi Zhang, Zhenxiang Huang, Yuyang Zhang, Yuchen Yang | Published: 2026-10-13
Kairos: Transactional Security Enforcement at the System Boundary for LLM Agents
Authors: Kristoffer Hempel, Nils Loose, Lorenzo Cavallaro, Thomas Eisenbarth | Published: 2026-10-13
FedGraph: Defending Federated Large Language Model Fine-Tuning Against Backdoor Attacks via Graph-Based Aggregation
Authors: Xi Chen, Chunyi Zhou, Rui Zeng, Xiaogang Xu, Zhe Liu, Shouling Ji | Published: 2026-10-13
ProtoArena: Can AI Agents Discover and Exploit Real-World Cross-Component Protocol Vulnerabilities?
Authors: Fasheng Miao, Zhaoyu Hu, Xiang Li, Changqing An, Jiutian Zeng, Longtao Huang, Haixin Duan, Jilong Wang | Published: 2026-10-13
One Word Opens the Gate: The Option-Channel Attack on Typed Decision Models as Agent Guardrails
Authors: Seyedarmin Azizi, Erfan Baghaei Potraghloo, Massoud Pedram | Published: 2026-10-08
ReSI: Recursive Safety Improvement toward Resistant and Resilient AI
Authors: Jingnan Zheng, Dongcheng Zhang, Yi Zhang, Ming Zhang, Qiaosheng Zhang, Youbang Sun, An Zhang, Xiangnan He, Tat-Seng Chua, Xia Hu, Bowen Zhou, Chaochao Lu, Xiang Wang | Published: 2026-10-08
Poster: A Preliminary Study of LLM Distillation Inference
Authors: Edward Chen, Yuntao Du | Published: 2026-10-08
Could LLM Watermark Detection be Public?
Authors: Georgios Milis, Tom Sander, Tomáš Souček, Heng Huang, Pierre Fernandez | Published: 2026-10-08
A Security Meta-Model for Retrieval-Augmented Generation Systems
Authors: Steve Nouyep, Sébastien Salva, Maxime Puys | Published: 2026-10-08