Involuntary In-Context Learning: Exploiting Few-Shot Pattern Completion to Bypass Safety Alignment in GPT-5.4
Authors: Alex Polyakov, Daniel Kuznetsov | Published: 2026-04-21
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Malicious ML Model Detection by Learning Dynamic Behaviors
Authors: Sarang Nambiar, Dhruv Pradhan, Ezekiel Soremekun | Published: 2026-04-21
Do Agents Dream of Root Shells? Partial-Credit Evaluation of LLM Agents in Capture The Flag Challenges
Authors: Ali Al-Kaswan, Maksim Plotnikov, Maxim Hájek, Roland Vízner, Arie van Deursen, Maliheh Izadi | Published: 2026-04-21
DP-FlogTinyLLM: Differentially private federated log anomaly detection using Tiny LLMs
Authors: Isaiah Thompson, Tanmay Sen, Ritwik Bhattacharya | Published: 2026-04-21
ProjLens: Unveiling the Role of Projectors in Multimodal Model Safety
Authors: Kun Wang, Cheng Qian, Miao Yu, Lilan Peng, Liang Lin, Jiaming Zhang, Tianyu Zhang, Yu Cheng, Yang Wang | Published: 2026-04-21
SAGE: Signal-Amplified Guided Embeddings for LLM-based Vulnerability Detection
Authors: Zhengyang Shan, Xu Qian, Jiayun Xin, Minghui Xu, Yue Zhang, Zhen Yang, Hao Wu, Xiuzhen Cheng | Published: 2026-04-21
Beyond Pattern Matching: Seven Cross-Domain Techniques for Prompt Injection Detection
Authors: Thamilvendhan Munirathinam | Published: 2026-04-20
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