UTS at ELOQUENT 2026 Voight-Kampff: structural shifts in AI writing bypass state-of-the-art detectors
Authors: Dima Galat, Marian-Andrei Rizoiu | Published: 2026-07-15
Literature Database
Adversarial Prompting Framework for AI Safety Assessment
Authors: Yash Bhatnagar, Kunal Banerjee, Anirban Chatterjee | Published: 2026-07-15
DREA: Decoupled Reasoning and Exploration Agents for Repository-Level Vulnerability Detection
Authors: Mingyang Sun, Guozhu Meng | Published: 2026-07-15
Silent Alarm: A J-Space Protocol for Comparing Danger Recognition Across Models and Quantization Levels
Authors: Roman Prosvirnin, Victor Minchenkov, Alexey Soldatov, Vladimir Bashun | Published: 2026-07-14
Bulkhead: Automated Semantic Detection and Remediation of Container Escape Vulnerabilities
Authors: Qiyuan Fan, Zhi Li, Junjie Li, XiaoFeng Wang, Bin Yuan, Deqing Zou | Published: 2026-07-14
PVDetector: Detecting Prompt Injection Attacks on Purpose-Specific LLM Agents through Policy-Violation Concept Analysis
Authors: Junhui Wang, Hangtao Zhang, Zhirun Zheng, Li Zeng, Jiejun Xiao, Xi Luo, Lihua Yin, Saiqin Long | Published: 2026-07-14
Open-Source Intelligence for Code Provenance and the Security Patterns that Separate Human and Large-Language-Model Implementations of Common Programming Tasks
Authors: Mohammadreza Rashidi | Published: 2026-07-14
Agent-Safety Evaluations as Load-Bearing Evidence: A Vendor-Neutral, Cross-Harness Reconstructability Metric
Authors: Oleg Solozobov | Published: 2026-07-14
Isolation as a First-Class Principle for LLM-Agent System Safety: Concepts, Taxonomy, Challenges and Future Directions
Authors: Huihao Jing, Wenbin Hu, Shaojin Chen, Haochen Shi, Sirui Zhang, Hanyu Yang, Changxuan Fan, Zhongwei Xie, Hongyu Luo, Wun Yu Chan, Wei Fan, Haoran Li, Yangqiu Song | Published: 2026-07-14
Agent Hacks Agent: Autoresearch for Production-Agent Red-Teaming
Authors: Xutao Mao, Xiang Zheng, Cong Wang | Published: 2026-07-13