FiFTy: Large-scale File Fragment Type Identification using Neural Networks

Govind Mittal, Pawel Korus, Nasir Memon

We present FiFTy, a modern file type identification tool for memory forensics and data carving. In contrast to previous approaches based on hand-crafted features, we design a compa…