Beyond Gradient-Based Attacks: Adversarial Robustness and Explainability Stability in Cybersecurity Classifiers
Authors: Mona Rajhans, Vishal Khawarey | Published: 2026-07-02
文献データベース
Forensic-Oriented Intrusion Detection Using Synthetic Network Traffic Data and Explainable Artificial Intelligence
Authors: Jose Luis Vela Alonso, Carmen Pellicer | Published: 2026-07-01
HARC: Coupling Harmfulness and Refusal Directions for Robust Safety Alignment
Authors: Shei Pern Chua, Fangzhao Wu | Published: 2026-07-01
Cross-Domain Generalization Failure in Lightweight Intrusion Detection Models for IIoT Networks
Authors: MD Azizul Hakim, Md Shihab Uddin, Talha Ibne Anis | Published: 2026-07-01
Beyond the Prompt: Jailbreaking Function-Calling LLMs via Simulated Moderation Traces
Authors: Junlong Liu, Haobo Wang, Weiqi Luo, Xiaojun Jia | Published: 2026-07-01
Predicting Lethal Outcome (Cause) And Understanding Key Biomarkers Linked With Acute Myocardial Infarction Using Deep Artificial Neural Network And Ensemble Of Machine Learning Methodologies
Authors: Sagnik Ghosh | Published: 2026-07-01
A Penny for Your Prompts: Experiments Detecting and Mitigating LLM Usage by Survey Respondents
Authors: Zane Xu, Nathan Malkin | Published: 2026-07-01
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
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