Learning Malware Representation based on Execution Sequences

no code implementations • 16 Dec 2019 • Yi-Ting Huang, Ting-Yi Chen, Yeali S. Sun, Meng Chang Chen

The encoder comprises gated recurrent units (GRU) to preserve the ordinal position of API calls and a self-attention mechanism for comparing intra-relations among different positions of API calls.

Malware Analysis