Emulating malware authors for proactive protection using GANs over a distributed image visualization of dynamic file behavior

1 code implementation • 19 Jul 2018 • Vineeth S. Bhaskara, Debanjan Bhattacharyya

The GAN is trained over a reversible distributed RGB image representation of known malware behaviors, encoding the sequence of API call ngrams and the corresponding term frequencies.

Generative Adversarial Network