Toward Autonomous SOC Operations: End-to-End LLM Framework for Threat Detection, Query Generation, and Resolution in Security Operations
Authors: Md Hasan Saju, Akramul Azim | Published: 2026-04-30
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REBENCH: A Procedural, Fair-by-Construction Benchmark for LLMs on Stripped-Binary Types and Names (Extended Version)
Authors: Jun Yeon Won, Xin Jin, Shiqing Ma, Zhiqiang Lin | Published: 2026-04-30
PRAG End-to-End Privacy-Preserving Retrieval-Augmented Generation
Authors: Zhijun Li, Minghui Xu, Huayi Qi, Wenxuan Yu, Tingchuang Zhang, Qiao Zhang, GuangYong Shang, Zhen Ma, Xiuzhen Cheng | Published: 2026-04-29
SafeReview: Defending LLM-based Review Systems Against Adversarial Hidden Prompts
Authors: Yuan Xin, Yixuan Weng, Minjun Zhu, Ying Ling, Chengwei Qin, Michael Hahn, Michael Backes, Yue Zhang, Linyi Yang | Published: 2026-04-29
Quantamination: Dynamic Quantization Leaks Your Data Across the Batch
Authors: Hanna Foerster, Ilia Shumailov, Cheng Zhang, Yiren Zhao, Jamie Hayes, Robert Mullins | Published: 2026-04-29
Towards Agentic Investigation of Security Alerts
Authors: Even Eilertsen, Vasileios Mavroeidis, Gudmund Grov | Published: 2026-04-28
From CRUD to Autonomous Agents: Formal Validation and Zero-Trust Security for Semantic Gateways in AI-Native Enterprise Systems
Authors: Ignacio Peyrano | Published: 2026-04-28
MARD: A Multi-Agent Framework for Robust Android Malware Detection
Authors: Xueying Zeng, Youquan Xian, Sihao Liu, Xudong Mou, Yanze Li, Lei Cui, Bo Li | Published: 2026-04-28
R-CoT: A Reasoning-Layer Watermark via Redundant Chain-of-Thought in Large Language Models
Authors: Ziming Zhang, Li Li, Guorui Feng, Hanzhou Wu, Xinpeng Zhang | Published: 2026-04-28
Making AI-Assisted Grant Evaluation Auditable without Exposing the Model
Authors: Kemal Bicakci | Published: 2026-04-28