PR-Attack: Coordinated Prompt-RAG Attacks on Retrieval-Augmented Generation in Large Language Models via Bilevel Optimization
Authors: Yang Jiao, Xiaodong Wang, Kai Yang | Published: 2025-04-10
LLM性能評価
TrafficLLM: Enhancing Large Language Models for Network Traffic Analysis with Generic Traffic Representation
Authors: Tianyu Cui, Xinjie Lin, Sijia Li, Miao Chen, Qilei Yin, Qi Li, Ke Xu | Published: 2025-04-05 | Updated: 2025-04-15
On Benchmarking Code LLMs for Android Malware Analysis
Authors: Yiling He, Hongyu She, Xingzhi Qian, Xinran Zheng, Zhuo Chen, Zhan Qin, Lorenzo Cavallaro | Published: 2025-04-01 | Updated: 2025-04-23
Queueing, Predictions, and LLMs: Challenges and Open Problems
Authors: Michael Mitzenmacher, Rana Shahout | Published: 2025-03-10
AgentBreeder: Mitigating the AI Safety Impact of Multi-Agent Scaffolds via Self-Improvement
Authors: J Rosser, Jakob Nicolaus Foerster | Published: 2025-02-02 | Updated: 2025-04-14
Logic Meets Magic: LLMs Cracking Smart Contract Vulnerabilities
Authors: ZeKe Xiao, Qin Wang, Hammond Pearce, Shiping Chen | Published: 2025-01-13
MPCache: MPC-Friendly KV Cache Eviction for Efficient Private Large Language Model Inference
Authors: Wenxuan Zeng, Ye Dong, Jinjin Zhou, Junming Ma, Jin Tan, Runsheng Wang, Meng Li | Published: 2025-01-12
Automating the Detection of Code Vulnerabilities by Analyzing GitHub Issues
Authors: Daniele Cipollone, Changjie Wang, Mariano Scazzariello, Simone Ferlin, Maliheh Izadi, Dejan Kostic, Marco Chiesa | Published: 2025-01-09
SpaLLM-Guard: Pairing SMS Spam Detection Using Open-source and Commercial LLMs
Authors: Muhammad Salman, Muhammad Ikram, Nardine Basta, Mohamed Ali Kaafar | Published: 2025-01-09
LLM4CVE: Enabling Iterative Automated Vulnerability Repair with Large Language Models
Authors: Mohamad Fakih, Rahul Dharmaji, Halima Bouzidi, Gustavo Quiros Araya, Oluwatosin Ogundare, Mohammad Abdullah Al Faruque | Published: 2025-01-07