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1. GRAIN: Graph neural network and reinforcement learning aided causality discovery for multi-step attack scenario reconstruction NSTL国家科技图书文献中心

Fengrui Xiao |  Shuangwu Chen... -  《Computers & Security》 - 2025,148(Jan.) - 104180.1~104180.15 - 共15页

摘要:Correlating individual alerts to reconstruct attack scenarios has become a critical issue in identifying multi-step attack paths. Most of existing reconstruction approaches depend on external expertis...
关键词: Multi-step attack scenario reconstruction |  Alert-driven analysis |  Causality discovery |  Graph neural network |  Reinforcement learning

2. MySQL-Pot: A LLM-Based Honeypot for MySQL Threat Protection NSTL国家科技图书文献中心

Yuqi Hu |  Siyu Cheng... -  《2024 9th International Conference on Big Data Analytics》 -  International Conference on Big Data Analytics - 2024, - 227~232 - 共6页

摘要:Traditional network defense techniques such as firewalls and intrusion detection systems [1] primarily involve passive defense, which often struggles to effectively counter the omnipresent and ever-ev...
关键词: Structured Query Language |  Protocols |  Firewalls (computing) |  Databases |  Large language models |  Intrusion detection |  Big Data

3. Encrypted Malicious Traffic Detection Based on Ensemble Learning NSTL国家科技图书文献中心

Fengrui Xiao |  Feng Yang... -  《Cyberspace safety and security: 13th international symposium on cyberspace safety and security (CSS 2021), November 9–11, 2021, Virtual Event》 -  International symposium on cyberspace safety and security - 2022, - 1~15 - 共15页

摘要:Nowadays, network traffic detection plays a very important role in protecting cyberspace security, and more and more applications realize data privacy protection through encryption technology. Regular...
关键词: Malicious traffic detection |  Encrypted traffic |  Network security |  Ensemble learning
NSTL主题词: Traffic |  Learning
检索条件作者:Fengrui Xiao
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