no code implementations • 28 Apr 2024 • Mingrui Ma, Lansheng Han, Chunjie Zhou
Therefore, following the development timeline, we carefully summarize the progress of relevant research in this field, dividing it into three stages: Start Stage, Initial Development Stage, and In-depth Development Stage.
no code implementations • 12 Apr 2024 • Haili Sun, Yan Huang, Lansheng Han, Cai Fu, Chunjie Zhou
To address this issue, we propose a novel self-supervised hierarchical contrastive consistency learning method for detecting anomalies in MTS, named HCL-MTSAD.
no code implementations • 5 Mar 2024 • Haili Sun, Yan Huang, Lansheng Han, Cai Fu, Chunjie Zhou
Subsequently, based on these two types of state matrices, a three-branch structure of series-temporal-spatial attention module is designed to simultaneously capture the series, temporal, and space dependencies among MTS.
no code implementations • 25 Feb 2024 • Zhenxing Zhang, Jun Ge, Zheng Wei, Chunjie Zhou, Yilei Wang
To address this problem, this paper introduces a novel orthogonal regression model incorporating the area of a polygon.
no code implementations • 14 Feb 2024 • Mingrui Ma, Lansheng Han, Chunjie Zhou
We explore the current challenges of anomaly detection and provide detailed insights into the operating principles of Transformer and its variants in anomaly detection tasks.
no code implementations • 12 Feb 2024 • Mingrui Ma, Lansheng Han, Chunjie Zhou
To address the drawbacks of weak webshell sample escape capabilities, the lack of webshell datasets with complex malicious features, and to promote the development of webshell detection technology, we propose the Hybrid Prompt algorithm for webshell escape sample generation with the help of large language models.
no code implementations • 21 Feb 2023 • Haili Sun, Yan Huang, Lansheng Han, Chunjie Zhou
The rapid development of Industry 4. 0 has amplified the scope and destructiveness of industrial Cyber-Physical System (CPS) by network attacks.
no code implementations • 26 Sep 2022 • Haili Sun, Yan Huang, Lansheng Han, Xiang Long, Hongle Liu, Chunjie Zhou
TOR (The Onion Router) network is a widely used open source anonymous communication tool, the abuse of TOR makes it difficult to monitor the proliferation of online crimes such as to access criminal websites.