DeepDetectNet vs RLAttackNet: An adversarial method to improve deep learning-based static malware detection model

Auto-detection of sophisticated malware using lazy-binding control flow graph and deep learning

(2018) Minh Hai Nguyen et al.   COMPUTERS & SECURITY

Zero-day malware detection using transferred generative adversarial networks based on deep autoencoders

(2018) Jin-Young Kim et al.   INFORMATION SCIENCES

DyHAP: Dynamic Hybrid ANFIS-PSO Approach for Predicting Mobile Malware

(2016) Firdaus Afifi et al.   PLoS One

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Classy: fast clustering streams of call-graphs

(2014) Orestis Kostakis   DATA MINING AND KNOWLEDGE DISCOVERY

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

(2011) Igor Santos et al.   INFORMATION SCIENCES