Jeong Gyu Park

XMP: A Cross-Attention Multi-Scale Performer for File Fragment Classification

File fragment classification (FFC) is the task of identifying the file type given a small fraction of binary data, and serves a crucial role in digital forensics and cybersecurity. Recent studies have adopted convolutional neural networks (CNNs) for this problem, significantly improving the accuracy…