Binary Image Classifier

This model detects whether or not binary images are malware.

Received a fishy email? Suspect a PDF to be malicious? Convert your file to a malware binary visualization image. Then upload it to the Binary Image Classifier to check if it is benign or malicious.

Made by Samiah Siddiqua

The core model was presented by Samiah Siddiqua alongside Jihyun Jeong, Polly Pao, and Jahnavi Gupta for Cyber-AI Camp's 2026 Cyber-AI Hackathon, where it won 3rd place.