LLAMA: Multi-Feedback Smart Contract Fuzzing Framework with LLM-Guided Seed Generation
Authors: Keke Gai, Haochen Liang, Jing Yu, Liehuang Zhu, Dusit Niyato | Published: 2025-07-16
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Multi-Trigger Poisoning Amplifies Backdoor Vulnerabilities in LLMs
Authors: Sanhanat Sivapiromrat, Caiqi Zhang, Marco Basaldella, Nigel Collier | Published: 2025-07-15 | Updated: 2025-10-09
From Alerts to Intelligence: A Novel LLM-Aided Framework for Host-based Intrusion Detection
Authors: Danyu Sun, Jinghuai Zhang, Jiacen Xu, Yu Zheng, Yuan Tian, Zhou Li | Published: 2025-07-15
From Semantic Web and MAS to Agentic AI: A Unified Narrative of the Web of Agents
Authors: Tatiana Petrova, Boris Bliznioukov, Aleksandr Puzikov, Radu State | Published: 2025-07-14 | Updated: 2025-07-16
ARMOR: Aligning Secure and Safe Large Language Models via Meticulous Reasoning
Authors: Zhengyue Zhao, Yingzi Ma, Somesh Jha, Marco Pavone, Patrick McDaniel, Chaowei Xiao | Published: 2025-07-14 | Updated: 2025-10-20
The Man Behind the Sound: Demystifying Audio Private Attribute Profiling via Multimodal Large Language Model Agents
Authors: Lixu Wang, Kaixiang Yao, Xinfeng Li, Dong Yang, Haoyang Li, Xiaofeng Wang, Wei Dong | Published: 2025-07-14 | Updated: 2025-08-20
AICrypto: A Comprehensive Benchmark for Evaluating Cryptography Capabilities of Large Language Models
Authors: Yu Wang, Yijian Liu, Liheng Ji, Han Luo, Wenjie Li, Xiaofei Zhou, Chiyun Feng, Puji Wang, Yuhan Cao, Geyuan Zhang, Xiaojian Li, Rongwu Xu, Yilei Chen, Tianxing He | Published: 2025-07-13 | Updated: 2025-09-30
White-Basilisk: A Hybrid Model for Code Vulnerability Detection
Authors: Ioannis Lamprou, Alexander Shevtsov, Ioannis Arapakis, Sotiris Ioannidis | Published: 2025-07-11 | Updated: 2025-07-31
Defending Against Prompt Injection With a Few DefensiveTokens
Authors: Sizhe Chen, Yizhu Wang, Nicholas Carlini, Chawin Sitawarin, David Wagner | Published: 2025-07-10
Can Large Language Models Improve Phishing Defense? A Large-Scale Controlled Experiment on Warning Dialogue Explanations
Authors: Federico Maria Cau, Giuseppe Desolda, Francesco Greco, Lucio Davide Spano, Luca Viganò | Published: 2025-07-10