MUI-VB: Malicious URL Identification Model Combining VGG and Bi-LSTM

Author:

Li Jiawei1,Wang Dongsheng1,Zhao Cuiping1,Tang Jiqiang2

Affiliation:

1. College of Computer, Jiangsu University of Science and Technology, China

2. National Computer Network Emergency Response Technical Team/Coordination Center of China, China

Funder

Key projects of national key R&D plan

Interdisciplinary cooperation project of Beijing Science and Technology New Star Program

Innovative Research Foundation of Ship General Performance

National Natural Science Foundation of China

Publisher

ACM

Reference22 articles.

1. Pawan Prakash , Manish Kumar , Ramana Rao Kompella , and Minaxi Gupta . 2010 . PhishNet: Predictive Blacklisting to Detect Phishing Attacks . In Proceedings of the 2010 Proceedings IEEE INFOCOM. IEEE , San Diego, USA, 1–5. https://doi.org/10.1109/INFCOM. 2010.5462216 Pawan Prakash, Manish Kumar, Ramana Rao Kompella, and Minaxi Gupta. 2010. PhishNet: Predictive Blacklisting to Detect Phishing Attacks. In Proceedings of the 2010 Proceedings IEEE INFOCOM. IEEE, San Diego, USA, 1–5. https://doi.org/10.1109/INFCOM.2010.5462216

2. Steve Sheng , Brad Wardman , Gary Warner , Lorrie Faith Cranor , Jason Hong , and Chengshan Zhang . 2009 . An Empirical Analysis of Phishing Blacklists . In Proceedings of the Conference on Email and Anti-Spam. Steve Sheng, Brad Wardman, Gary Warner, Lorrie Faith Cranor, Jason Hong, and Chengshan Zhang. 2009. An Empirical Analysis of Phishing Blacklists. In Proceedings of the Conference on Email and Anti-Spam.

3. Yue Zhang , Jason I. Hong , and Lorrie F. Cranor . 2007. Cantina: A Content-based Approach to Detecting Phishing Web Sites . In Proceedings of the 16th International Conference on World Wide Web. Yue Zhang, Jason I. Hong, and Lorrie F. Cranor. 2007. Cantina: A Content-based Approach to Detecting Phishing Web Sites. In Proceedings of the 16th International Conference on World Wide Web.

4. Learning URL Embedding for Malicious Website Detection;Xiaodan Yan;IEEE Transactions on Industrial Informatics.,2020

5. Sun Bo , Akiyama Mitsuaki , Yagi Takeshi , Hatada Mitsuhiro , and Mori Tatsuya . 2015 . AutoBLG: Automatic URL blacklist generator using search space expansion and filters . IEEE Symposium on Computers and Communication (ISCC). (2015 ), 625–631. https://doi.org/10.1109/ISCC.2015.7405584 Sun Bo, Akiyama Mitsuaki, Yagi Takeshi, Hatada Mitsuhiro, and Mori Tatsuya. 2015. AutoBLG: Automatic URL blacklist generator using search space expansion and filters. IEEE Symposium on Computers and Communication (ISCC). (2015), 625–631. https://doi.org/10.1109/ISCC.2015.7405584

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