Transfer learning for detecting unknown network attacks

Author:

Zhao Juan,Shetty Sachin,Pan Jan Wei,Kamhoua Charles,Kwiat Kevin

Publisher

Springer Science and Business Media LLC

Subject

Computer Science Applications,Signal Processing

Reference32 articles.

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3. N. Stakhanova, M. Couture, A. A. Ghorbani, in Prof. of the 2011 6th International Conf. on Malicious and Unwanted Software, Malware 2011. Exploring network-based malware classification (IEEE Computer SocietyWashington, DC, 2011), pp. 14–19.

4. D. Bekerman, B. Shapira, L. Rokach, A. Bar, in Communications and Network Security (CNS), 2015 IEEE Conference On. Unknown malware detection using network traffic classification (IEEELos Alamitos, 2015), pp. 134–142.

5. K. Bartos, M. Sofka, V. Franc, in USENIX Security 2016. Optimized invariant representation of network traffic for detecting unseen malware variants (USENIX AssociationAustin, 2016), pp. 807–822.

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