Does Teaming-Up LLMs Improve Secure Code Generation? A Comprehensive Evaluation with Multi-LLMSecCodeEval

Authors: Bushra Sabir, Shigang Liu, Seung Ick Jang, Sharif Abuadbba, Yansong Gao, Kristen Moore, SangCheol Kim, Hyoungshick Kim, Surya Nepal | Published: 2026-03-24
2026.03.24
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Structured Visual Narratives Undermine Safety Alignment in Multimodal Large Language Models

Authors: Rui Yang Tan, Yujia Hu, Roy Ka-Wei Lee | Published: 2026-03-23
2026.03.23
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Towards Secure Retrieval-Augmented Generation: A Comprehensive Review of Threats, Defenses and Benchmarks

Authors: Yanming Mu, Hao Hu, Feiyang Li, Qiao Yuan, Jiang Wu, Zichuan Liu, Pengcheng Liu, Mei Wang, Hongwei Zhou, Yuling Liu | Published: 2026-03-23
2026.03.23
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Auditing MCP Servers for Over-Privileged Tool Capabilities

Authors: Charoes Huang, Xin Huang, Amin Milani Fard | Published: 2026-03-23
2026.03.23
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Functional Subspace Watermarking for Large Language Models

Authors: Zikang Ding, Junhao Li, Suling Wu, Junchi Yao, Hongbo Liu, Lijie Hu | Published: 2026-03-19
2026.03.19
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Measuring and Exploiting Confirmation Bias in LLM-Assisted Security Code Review

Authors: Dimitris Mitropoulos, Nikolaos Alexopoulos, Georgios Alexopoulos, Diomidis Spinellis | Published: 2026-03-19
2026.03.19
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CNT: Safety-oriented Function Reuse across LLMs via Cross-Model Neuron Transfer

Authors: Yue Zhao, Yujia Gong, Ruigang Liang, Shenchen Zhu, Kai Chen, Xuejing Yuan, Wangjun Zhang | Published: 2026-03-19
2026.03.19
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Prompt Control-Flow Integrity: A Priority-Aware Runtime Defense Against Prompt Injection in LLM Systems

Authors: Md Takrim Ul Alam, Akif Islam, Mohd Ruhul Ameen, Abu Saleh Musa Miah, Jungpil Shin | Published: 2026-03-19
2026.03.19
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PlanTwin: Privacy-Preserving Planning Abstractions for Cloud-Assisted LLM Agents

Authors: Guangsheng Yu, Qin Wang, Rui Lang, Shuai Su, Xu Wang | Published: 2026-03-19
2026.03.19
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Differential Privacy in Generative AI Agents: Analysis and Optimal Tradeoffs

Authors: Ya-Ting Yang, Quanyan Zhu | Published: 2026-03-18
2026.03.18
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