ByteNet: Rethinking multimedia file fragment classification through visual perspectives
Multimedia file fragment classification (MFFC) aims to identify file fragment types, eg,
image/video, audio, and text without system metadata. It is of vital importance in multimedia …
image/video, audio, and text without system metadata. It is of vital importance in multimedia …
Intra-and inter-sector contextual information fusion with joint self-attention for file fragment classification
File fragment classification (FFC) aims to identify the file type of file fragments in memory
sectors, which is of great importance in memory forensics and information security. Existing …
sectors, which is of great importance in memory forensics and information security. Existing …
A Byte-based GPT-2 Model for Bit-flip JPEG Bitstream Restoration
H Qin, H Sun, Y Wang - 2024 Asia Pacific Signal and …, 2024 - ieeexplore.ieee.org
In this paper, we investigate the application of large language models (LLMs) for the
recovery of corrupted bitstreams, specifically focusing on JPEG image data. We propose a …
recovery of corrupted bitstreams, specifically focusing on JPEG image data. We propose a …