An Approach to the Programs Security Analysis using Vector Representation of Machine Code

Author:

Demidov R. A.,Pechenkin A. I.

Publisher

Allerton Press

Subject

Signal Processing,Control and Systems Engineering,Software

Reference13 articles.

1. Pechenkin, A.I. and Nikolskiy, A.V., Architecture of a scalable system of fuzzing network protocols on a multiprocessor cluster, Autom. Control Comp. Sci., 2015, vol. 49, no. 8, pp. 758–765.

2. Deep Learning on Disassembly, Black Hat USA, 2015. https://www.blackhat.com/docs/us-15/materials/us-15-Davis-Deep-Learning-On-Disassembly.pdf.

3. Chappell, T., et al., An Inital Exploration into Machine Learning for the Purposes of Finding Bugs in Source Code, Oracle Labs, 2016.

4. Xuan Huo, Ming Li, and Zhi-Hua Zhou, Learning unified features from natural and programming languages for locating buggy source code, Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence (IJCAI’16), Brewka, G., Ed., 2016, pp. 1606–1612.

5. Ng, A.Y., et al., Deep Speech: Scaling up end-to-end speech recognition, Presentation from a SF Meetup hosted event at NVIDIA (October 6th, 2015).

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