PAC-Bayesian Adversarially Robust Generalization for Message Passing Graph Neural Networks: A Sensitivity Analysis
Authors: Ziling Liang, Xinping Yi, Qingsong Wen, Shi Jin | Published: 2026-06-04
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Robust Ensemble of Selectively Strengthened and Augmented Predictors
Authors: Parsa Memarzadehsaghezi, Zahra Hashemi, Pooria Madani, Mehran Ebrahimi | Published: 2026-06-04
TinyML-Driven Cybersecurity for Autonomous Spacecraft: Latency-Accuracy Analysis for SPARTA RF and Cyber Threat Detection
Authors: Van Le, Trevor Tran, Tan Le | Published: 2026-06-04
Membrane: A Self-Evolving Contrastive Safety Memory for LLM Agent Defense
Authors: Minseok Choi, Seungbin Yang, Dongjin Kim, Subin Kim, Jungmin Son, Yunseung Lee, Jaegul Choo, Youngjun Kwak | Published: 2026-06-04
An Embarrassingly Simple Detector for Model Extraction Attacks in Large Language Model API Traffic
Authors: Shuze Liu, Qianwen Guo, Yushun Dong | Published: 2026-06-04
Hybrid CNN-LSTM Framework for Intelligent Cyber Attack Detection and Prevention in U.S. Critical Digital Infrastructure: A Comparative Machine Learning Evaluation on CSE-CIC-IDS2018
Authors: Md. Iqbal Hossan, Md. Serajul Kabir Chowdhury Rubel, Md. Arifur Rahman, B. M. Taslimul Haque | Published: 2026-06-04
Explainable AI-Driven Cyber Risk Analytics and Model Reliability Assessment for Intelligent Governance of U.S. Critical Infrastructure: An XGBoost and SHAP-Based Intrusion Detection Framework
Authors: B. M. Taslimul Haque, Md. Arifur Rahman, Md. Serajul Kabir Chowdhury Rubel, Md. Iqbal Hossan | Published: 2026-06-04
Cognitive Threat Intelligence and Explainable Federated Security Analytics for distributed Infrastructure Systems
Authors: Md. Arifur Rahman, B. M. Taslimul Haque, Md. Iqbal Hossan, Md. Serajul Kabir Chowdhury Rubel | Published: 2026-06-04
SlotGCG: Exploiting the Positional Vulnerability in LLMs for Jailbreak Attacks
Authors: Seungwon Jeong, Jiwoo Jeong, Hyeonjin Kim, Yunseok Lee, Woojin Lee | Published: 2026-06-04
Dimensionality Reduction for Cyberattack Classification: A Comparative Evaluation of PCA and Linear Predictive Coding
Authors: Nelly Elsayed, Zag ElSayed, Navid Asadizanjani | Published: 2026-06-04