ZeroWall: Detecting Zero-Day Web Attacks through Encoder-Decoder Recurrent Neural Networks
Ruming Tang, Zheng Yang, Zeyan Li, Weibin Meng, Haixin Wang, Qi Li, Yongqian Sun, Dan Pei, Tao Wei, Yanfei Xu, Yan Liu
2020Year
97Citations
17Top-tier citations
Abstract
The following topics are dealt with: learning (artificial intelligence); optimisation; telecommunication traffic; Internet; cloud computing; computational complexity; mobile computing; resource allocation; security of data; and telecommunication network routing.
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Cited by top-tier papers17
- Realtime Robust Malicious Traffic Detection via Frequency Domain AnalysisChuanpu Fu, Qi Li, Meng Shen, Ke XuCCS 2021 · 194 citations
- DeepAID: Interpreting and Improving Deep Learning-based Anomaly Detection in Security ApplicationsDongqi Han, Zhiliang Wang, Wenqi Chen, Ying Zhong et al.CCS 2021 · 108 citations
- Point Cloud Analysis for ML-Based Malicious Traffic Detection: Reducing Majorities of False Positive AlarmsChuanpu Fu, Qi Li, Ke Xu, Jianping WuCCS 2023 · 30 citations
- Interpreting Unsupervised Anomaly Detection in Security via Rule ExtractionRuoyu Li, Qing Li, Yu Zhang, Dan Zhao et al.NeurIPS 2023 · 18 citations
- Learning from Limited Heterogeneous Training Data: Meta-Learning for Unsupervised Zero-Day Web Attack Detection across Web DomainsPeiyang Li, Ye Wang, Qi Li, Zhuotao Liu et al.CCS 2023 · 13 citations
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