Bytes to Threats: Byte-Sequence Transformer For Malware Detection
MalwareFormer is presented, a transformer-based, byte-level malware detection framework that operates directly on raw bytes, without requiring domain knowledge or feature extraction, demonstrating that transformers provide a powerful and scalable approach for byte-level malware detection.