Magnet: Detecting Cross-Session AI Misuse Through Capability Accumulation
Authors: Natalie Isak, Matthew Dressman | Published: 2026-08-03
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Agentic Incident Response through Digital Twin-Enhanced Multiscale Planning
Authors: Yiran Gao, Tao Li, Kim Hammar | Published: 2026-08-03
TrainShield: Targeted Awareness for Cybersecurity Training
Authors: Giovanni Pizzenti, Alberto Verna, Nikhil Jha, Giuseppe Tipaldo, Stefano Traverso, Marco Mellia | Published: 2026-08-03
A Multi-Objective AutoML-based Efficient Intrusion Detection System for EV Charging Networks
Authors: Li Yang | Published: 2026-08-03
Open-Set Visual Text Forensics via Sparse-Constraint Rectified Flow
Authors: Jiangling Zhang, Shuxuan Gao, Zeyu Chen, Yichao Liu, Yu Zhou | Published: 2026-08-03
Auditing Data Provenance in LLM Fine-tuning via Intrinsic Distributional Fingerprints
Authors: Zirui Huang, Yunlong Mao, Wei Tong, Tingting Wu, Xin Ge, Sheng Zhong | Published: 2026-08-03
Exploring and Bridging Knowledge Holes in Unlearned Multimodal Large Language Models
Authors: Junxiang You, Junkai Chen, Yuhao He, Ruiqi Liu, Zhetao Guo, Shu Wu | Published: 2026-08-03
EntailLLM: Verifying LLM-Generated Vulnerability Discovery Paths with Domain Knowledge via Logic Programming
Authors: Kaustuv Mukherji, Jaikrishna Manojkumar Patil, Colton Payne, Paulo Shakarian, Dana Warmsley, Nigel Stepp, Evelyn Kim | Published: 2026-08-03
Benign Alone, Harmful Together: Exploiting Experience Composition in Self-Evolving LLM Agents
Authors: Bingyu Yan, Xiaoming Zhang, Chaozhuo Li, Ziyi Zhou, Yirui Qi, Litian Zhang | Published: 2026-08-03
MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication
Authors: Jinghan Xu, Longze Fan, Zeyuan Wang, Xinjin Li, Hankai Liu | Published: 2026-08-03