SPEAR++: Scaling Gradient Inversion via Sparsely-Used Dictionary Learning
Authors: Alexander Bakarsky, Dimitar I. Dimitrov, Maximilian Baader, Martin Vechev | Published: 2025-10-28
Literature Database
LLMLogAnalyzer: A Clustering-Based Log Analysis Chatbot using Large Language Models
Authors: Peng Cai, Reza Ryan, Nickson M. Karie | Published: 2025-10-28
Network Intrusion Detection: Evolution from Conventional Approaches to LLM Collaboration and Emerging Risks
Authors: Yaokai Feng, Kouichi Sakurai | Published: 2025-10-27
Beyond Imprecise Distance Metrics: LLM-Predicted Target Call Stacks for Directed Greybox Fuzzing
Authors: Yifan Zhang, Xin Zhang | Published: 2025-10-27
Fast-MIA: Efficient and Scalable Membership Inference for LLMs
Authors: Hiromu Takahashi, Shotaro Ishihara | Published: 2025-10-27
Is Your Prompt Poisoning Code? Defect Induction Rates and Security Mitigation Strategies
Authors: Bin Wang, YiLu Zhong, MiDi Wan, WenJie Yu, YuanBing Ouyang, Yenan Huang, Hui Li | Published: 2025-10-27
Securing AI Agent Execution
Authors: Christoph Bühler, Matteo Biagiola, Luca Di Grazia, Guido Salvaneschi | Published: 2025-10-24 | Updated: 2025-10-29
RAGRank: Using PageRank to Counter Poisoning in CTI LLM Pipelines
Authors: Austin Jia, Avaneesh Ramesh, Zain Shamsi, Daniel Zhang, Alex Liu | Published: 2025-10-23
Learning to Triage Taint Flows Reported by Dynamic Program Analysis in Node.js Packages
Authors: Ronghao Ni, Aidan Z. H. Yang, Min-Chien Hsu, Nuno Sabino, Limin Jia, Ruben Martins, Darion Cassel, Kevin Cheang | Published: 2025-10-23
Black Box Absorption: LLMs Undermining Innovative Ideas
Authors: Wenjun Cao | Published: 2025-10-23