Beyond Pattern Matching: Seven Cross-Domain Techniques for Prompt Injection Detection
Authors: Thamilvendhan Munirathinam | Published: 2026-04-20
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AgenTEE: Confidential LLM Agent Execution on Edge Devices
Authors: Sina Abdollahi, Mohammad M Maheri, Javad Forough, Amir Al Sadi, Josh Millar, David Kotz, Marios Kogias, Hamed Haddadi | Published: 2026-04-20
RAVEN: Retrieval-Augmented Vulnerability Exploration Network for Memory Corruption Analysis in User Code and Binary Programs
Authors: Parteek Jamwal, Minghao Shao, Boyuan Chen, Achyuta Muthuvelan, Asini Subanya, Boubacar Ballo, Kashish Satija, Mariam Shafey, Mohamed Mahmoud, Moncif Dahaji Bouffi, Pasindu Wickramasinghe, Siyona Goel, Yaakulya Sabbani, Hakim Hacid, Mthandazo Ndhlovu, Eleanna Kafeza, Sanjay Rawat, Muhammad Shafique | Published: 2026-04-20
TitanCA: Lessons from Orchestrating LLM Agents to Discover 100+ CVEs
Authors: Ting Zhang, Yikun Li, Chengran Yang, Ratnadira Widyasari, Yue Liu, Ngoc Tan Bui, Phuc Thanh Nguyen, Yan Naing Tun, Ivana Clairine Irsan, Huu Hung Nguyen, Huihui Huang, Jinfeng Jiang, Lwin Khin Shar, Eng Lieh Ouh, David Lo, Hong Jin Kang, Yide Yin, Wen Bin Leow | Published: 2026-04-20
Privacy-Preserving Product-Quantized Approximate Nearest Neighbor Search Framework for Large-scale Datasets via A Hybrid of Fully Homomorphic Encryption and Trusted Execution Environment
Authors: Shozo Saeki, Minoru Kawahara, Hirohisa Aman | Published: 2026-04-20
Understanding Secret Leakage Risks in Code LLMs: A Tokenization Perspective
Authors: Meifang Chen, Zhe Yang, Huang Nianchen, Yizhan Huang, Yichen Li, Zihan Li, Michael R. Lyu | Published: 2026-04-20
SDLLMFuzz: Dynamic-static LLM-assisted greybox fuzzing for structured input programs
Authors: Yihao Zou, Tianming Zheng, Futai Zou, Yue Wu | Published: 2026-04-20
Feedback-Driven Execution for LLM-Based Binary Analysis
Authors: XiangRui Zhang, Qiang Li, Haining Wang | Published: 2026-04-16
MLDAS: Machine Learning Dynamic Algorithm Selection for Software-Defined Networking Security
Authors: Pablo Benlloch, Oscar Romero, Antonio Leon, Jaime Lloret | Published: 2026-04-16
Segment-Level Coherence for Robust Harmful Intent Probing in LLMs
Authors: Xuanli He, Bilgehan Sel, Faizan Ali, Jenny Bao, Hoagy Cunningham, Jerry Wei | Published: 2026-04-16