SoK: Attack and Defense Landscape of Mobile On-device AI Systems
Authors: Yujin Huang, Xin Zheng, Xingliang Yuan, Kwok-Yan Lam | Published: 2026-07-01
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What’s Hidden Matters: Identifying Planning-Critical Occluded Agents using Vision-Language Models
Authors: Amirhosein Chahe, Tyler Naes, Jovin D'sa, Faizan M. Tariq, Sangjae Bae, Lifeng Zhou, David Isele | Published: 2026-07-01
FedXDS: Leveraging Model Attribution Methods to counteract Data Heterogeneity in Federated Learning
Authors: Maximilian Andreas Hoefler, Karsten Mueller, Wojciech Samek | Published: 2026-06-30
A Lifecycle and Application-Stack Survey of Large Language Model Vulnerabilities: Attacks, Risks, Defenses, and Open Problems
Authors: Seyed Bagher Hashemi Natanzi, Bo Tang | Published: 2026-06-30
Robust Text Watermarking for Large Language Models via Dual Semantic Embeddings
Authors: Jonas Schäfer, Cezary Pilaszewicz, Gerhard Wunder | Published: 2026-06-30
Comparative Analysis of Machine Learning based Intrusion Detection in Realistic IoT Networks
Authors: Rana Alharbi, Chuadhry Mujeeb Ahmed | Published: 2026-06-30
CVE-TTP KG: Knowledge Graph Linking Software Vulnerabilities to Attack Behaviors
Authors: Basant Agarwal, Dincy R. Arikkat, Swati Yadav, Serena Nicolazzo, Antonino Nocera, Vinod P | Published: 2026-06-30
EnclaveX: End-to-End Confidential AI with CPU/GPU TEEs
Authors: Robert Schambach, Quoc Do Le, Sergei Arnautov, Christof Fetzer | Published: 2026-06-30
CSO-LLM: Class Subspace Orthogonalization for Post-Training Backdoor Detection and Trigger Inversion in LLMs
Authors: Zhengxing Li, David J. Miller, Guangmingmei Yang, George Kesidis | Published: 2026-06-30
An Empirical Study of Security Calibration in Large Language Models for Code
Authors: Mohammed Latif Siddiq, Md. Nafiu Rahman, Joanna C. S. Santos | Published: 2026-06-30