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一种基于行为链的恶意行为检测方法

康铭伟 宁达

舰船电子工程2024,Vol.44Issue(4):119-123,5.
舰船电子工程2024,Vol.44Issue(4):119-123,5.DOI:10.3969/j.issn.1672-9730.2024.04.026

一种基于行为链的恶意行为检测方法

A Malicious Behavior Detection Method Based on Behavior Chain

康铭伟 1宁达2

作者信息

  • 1. 武汉市江夏区藏龙大道3号 武汉 430205
  • 2. 武汉船舶通信研究所 武汉 430205
  • 折叠

摘要

Abstract

A malicious behavior detection method based on behavior chain is proposed,which abstracts behavior points through API monitoring technology,constructs behavior chain using the calling order of running behavior points,and predicts whether the behavior is malicious through deep learning model LSTM.The experimental results show that the behavior points extract-ed and the constructed behavior chain based on the above methods have a high recognition rate in the experiment,and have good recognition ability for malicious behavior detection.

关键词

恶意行为/行为链/LSTM

Key words

malicious behavior/behavior chain/LSTM

分类

航空航天

引用本文复制引用

康铭伟,宁达..一种基于行为链的恶意行为检测方法[J].舰船电子工程,2024,44(4):119-123,5.

基金项目

海军装备"十四五"预研项目(编号:3020909)资助. (编号:3020909)

舰船电子工程

OACSTPCD

1672-9730

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