DeepSign: Deep learning for automatic malware signature generation and classification
DeepSign: Deep learning for automatic malware signature generation and classification
This paper presents a novel deep learning based method for automatic malware signature generation and classification. The method uses a deep belief network (DBN), implemented with a deep stack of denoising autoencoders, generating an invariant compact representation of the malware behavior. While conventional signature and token based methods for malware …