Malicious Code Detection

This project is about malicious javascript code detection by utilizing Convolutional Nueral Network. As malicious code leverages meaningless characters in codes, I adopt character-level CNN of Yann Lecun.

Built With

• Python3.5
• Tensorflow

References

• Wang, Yao, Wan‐dong Cai, and Peng‐cheng Wei. "A deep learning approach for detecting malicious JavaScript code." Security and Communication Networks 9.11 (2016): 1520-1534.
• Zhang, Xiang, Junbo Zhao, and Yann LeCun. "Character-level convolutional networks for text classification." Advances in neural information processing systems. 2015.