智能科学与技术学报2024，Vol.6Issue(3)：284-300,17.DOI:10.11959/j.issn.2096-6652.202429
智能情报融合综述:对抗视角下的开源情报融合分析
Research on intelligence fusion:a holistic analysis of open-source intelligence fusion from the perspective of confrontation
袁唯淋 1赵卫伟 1胡振震 2曹巍 1何俊 1董绍进 1王程远 1王盛青1
作者信息
- 1. 国防科技大学信息通信学院,湖北 武汉 430000
- 2. 国防科技大学智能科学学院,湖南 长沙 410073
- 折叠
摘要
Abstract
In the digital society of"open sharing of information and interconnection of everything",the information traces characterized with"massive,multi-source and explosive growth"in the internet provide rich"mineral deposits"for open-source intelligence collecting.Intelligence processing enabled by advanced artificial intelligence technologies,such as natural language processing and computer vision,greatly improves the efficiency of intelligence production and is widely used in the field of security.However,generative artificial intelligence represented by deepfake has opened the"Pan-dora's box"of artificial intelligence and is used to create digital wildfires and put false information,which confuse the public and bring crucial challenges to the integration of intelligent intelligence.This paper focuses on open-source intelli-gence and deeply analyzes its characteristics and existing challenges.Then,this paper summarizes the development of ad-vanced artificial intelligence technology in opensource intelligence fusion,summarizes the existing intelligence spoofing attack methods and intelligence anti-spoofing defense methods from the perspective of confrontation.Finally,new direc-tions of intelligence fusion in the future are proposed to provide reference for the trusted intelligence fusion and provide support for intelligent situation analysis and auxiliary decision making.关键词
开源情报融合/情报欺骗攻击/情报对抗防御/深度造假/舆情检测Key words
open-source intelligence fusion/intelligence spoofing attack/intelligence anti-spoofing defense/deepfake/public opinion detection分类
信息技术与安全科学引用本文复制引用
袁唯淋,赵卫伟,胡振震,曹巍,何俊,董绍进,王程远,王盛青..智能情报融合综述:对抗视角下的开源情报融合分析[J].智能科学与技术学报,2024,6(3):284-300,17.
