信息工程大学学报2025，Vol.26Issue(5)：585-592,8.DOI:10.3969/j.issn.1671-0673.2025.05.012
面向未知协议的格式推断技术研究综述
Review of Format Inference Techniques Based on Unknown Protocols
摘要
Abstract
Format inference technology is the core part of the unknown protocol reverse analysis frame-work,and its division accuracy directly determines the reliability of protocol reverse and security detec-tion,so it has become a hot issue in the field of protocol reverse analysis in recent years.Firstly,the classification of unknown protocol format inference methods is given from two aspects:different analy-sis methods and different message formats.Secondly,the core ideas of various unknown protocol for-mat inference methods are systematically sorted out from five dimensions of sequence alignment,prob-ability statistics,frequent item mining,deep learning and fusion,and the advantages and limitations of various methods are deeply analyzed.Finally,the challenges and future development directions of un-known protocol format inference technology are prospected from two aspects of technical innovation and application expansion.关键词
未知协议/格式推断/序列比对/概率统计/频繁项挖掘/深度学习Key words
unknown protocols/format inference/sequence alignment/probabilistic statistics/fre-quent item mining/deep learning分类
计算机与自动化引用本文复制引用
粘镇泓,井靖,王永豪..面向未知协议的格式推断技术研究综述[J].信息工程大学学报,2025,26(5):585-592,8.
