Malware detection based on deep learning algorithm

Enhancing the detection of metamorphic malware using call graphs

(2014) Ammar Ahmed E. Elhadi et al.   COMPUTERS & SECURITY

Application of Deep Belief Networks for Natural Language Understanding

(2014) Ruhi Sarikaya et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Malware detection method based on the control-flow construct feature of software

(2013) Zongqu Zhao et al.   IET Information Security

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

Classification of malware based on integrated static and dynamic features

(2012) Rafiqul Islam et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

A graph mining approach for detecting unknown malwares

(2012) Mojtaba Eskandari et al.   JOURNAL OF VISUAL LANGUAGES AND COMPUTING

An Efficient Learning Procedure for Deep Boltzmann Machines

(2012) Ruslan Salakhutdinov et al.   NEURAL COMPUTATION

Context-Dependent Pre-Trained Deep Neural Networks for Large-Vocabulary Speech Recognition

(2011) G. E. Dahl et al.   IEEE Transactions on Audio Speech and Language Processing

Opcode sequences as representation of executables for data-mining-based unknown malware detection

(2011) Igor Santos et al.   INFORMATION SCIENCES