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
GuardNet: Ensemble Strategies of Shallow Neural Networks for Robust Prompt Injection and Jailbreak Detection
Authors: Paulo Ricardo Ferreira Neves, Edson Rodrigues da Cruz Filho, Paulo Henrique Eleuterio Falsetti, João Vitor Pavan, Ian Degaspari, Henrique Vieira Laturrague, Patrick Vieira Laturrague, Guilherme Nielsen Dias, Marccello Wilson Perez Berto, Gustavo Voltani Von Atzingen | Published: 2026-06-04
Agent libOS: A Library-OS-Inspired Runtime for Long-Running, Capability-Controlled LLM Agents
Authors: Yingqi Zhang | Published: 2026-06-02
AI Agents Enable Adaptive Computer Worms
Authors: Jonas Guan, Tom Blanchard, Hanna Foerster, Hengrui Jia, Gabriel Huang, Nicolas Papernot | Published: 2026-06-02
Testing LLM Arithmetic Reasoning Generalization with Automatic Numeric-Remapping Attacks
Authors: Malia Barker, Bishal Lakha, Edoardo Serra, Francesco Gullo | Published: 2026-06-02
Learn from Your Mistakes: Tree-like Self-Play for Secure Code LLMs
Authors: Wenqi Chen, Ziyan Zhang, Bing Wang, Lin Liu, Hengheng Zhang, Zhengsu Chen | Published: 2026-06-02
NeuroArmor: Safe-Variant-Guided Representation Consistency for Selective Re-Anchoring in Jailbreak Defense
Authors: Zhongyang Lin, Ziran Zhao, Feifei Zhai, Pengyuan Liu | Published: 2026-06-02
Selective Token-Level Cryptographic Redaction for Privacy-Preserving Clinical Deployment of Large Language Models
Authors: Farhan Sheth, Ziyuan Yang, Yongying Lan, Si Yong Yeo | Published: 2026-06-02
Operationalizing Cyber Attack Prediction: A Gap-Prioritized Framework with Dataset and Model Selection Guidelines
Authors: Aminu Muhammad Auwal | Published: 2026-06-02
FLIPS: Instance-Fingerprinting for LLMs via Pseudo-random Sequences
Authors: Gurvan Richardeau, Gohar Dashyan, Erwan Le Merrer, Gilles Tredan | Published: 2026-06-02