DeepRefiner: Multi-layer Android Malware Detection System Applying Deep Neural Networks

This work proposes DeepRefiner to identify malware both efficiently and effectively and uses Long Short Term Memory on the semantic structure of Android bytecode, avoiding missing the details of method-level bytecode semantics.