Kar Wai Fok

Transforming malware binaries into images using Hilbert curves and entropy features leads to state-of-the-art detection performance, even in few-shot learning scenarios.

Malicious image prompts can now be detected without extensive retraining, thanks to a novel framework that leverages Fourier features and image embeddings.