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

The Role of Domain-Specific Features in Malware Detection: A macOS Case Study

Authors: Biagio Montaruli, Andrea Oliveri, Savino Dambra, Davide Balzarotti | Published: 2026-06-02