Hardware Accelerator for Vision Transformer-based Malware Detection

This project aims to deploy a ViT-based malware detection system on an edge device equipped with the VEGA AS1061 Processor.

Stage 1 focuses on proposing a novel acceleration IP to enhance the ViT model's inference performance on the VEGA Processor, ensuring effective malware detection in real-world scenarios.

Competed at DVCon India 2024 Design Contest, reaching Stage 2 (Top 20) with team GateMasters.