Leveraging n-gram neural embeddings to improve deep learning DGA detection

Author:

Morbidoni Christian1,Spalazzi Luca2,Teti Antonio1,Cucchiarelli Alessandro2

Affiliation:

1. Università degli Studi G. d'Annunzio, Pescara, Italy

2. Università Politecnica delle Marche, Ancona, Italy

Publisher

ACM

Reference39 articles.

1. DeepDGA

2. M. Antonakakis , R. Perdisci , Y. Nadji , N. Vasiloglou , S. Abu-Nimeh , W. Lee , and D. Dagon . 2012. From Throw-Away Traffic to Bots: Detecting the Rise of DGA-Based Malware . In Proceedings of the 21st USENIX Conference on Security Symposium. USENIX Association, 491--506 . M. Antonakakis, R. Perdisci, Y. Nadji, N. Vasiloglou, S. Abu-Nimeh, W. Lee, and D. Dagon. 2012. From Throw-Away Traffic to Bots: Detecting the Rise of DGA-Based Malware. In Proceedings of the 21st USENIX Conference on Security Symposium. USENIX Association, 491--506.

3. A.J. Aviv and A. Haeberlen . 2011 . Challenges in Experimenting with Botnet Detection Systems. In 4th Workshop on Cyber Security Experimentation and Test, CSET 2011 (CSET'11) . USENIX Association, USA, 6. A.J. Aviv and A. Haeberlen. 2011. Challenges in Experimenting with Botnet Detection Systems. In 4th Workshop on Cyber Security Experimentation and Test, CSET 2011 (CSET'11). USENIX Association, USA, 6.

4. Detecting Domain Generation Algorithms Based on Reinforcement Learning

5. Algorithmically generated malicious domain names detection based on n-grams features

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