Merging Guaranteed Possibilistic Bases to Rank IDS Alerts

被引：0
|
作者：
Bouzar-Benlabiod, Lydia [1 ]
Meziani, Lila [1 ]
Rim, Nacer-Eddine [1 ]
Mellal, Zakaria [1 ]
机构：
[1] Ecole Natl Super Informat, Lab Commun Syst Informat, BP 68M, Oued Smar 16309, Alger, Algeria
来源：
RECENT TRENDS AND FUTURE TECHNOLOGY IN APPLIED INTELLIGENCE, IEA/AIE 2018 | 2018年 / 10868卷
关键词：
IDS alerts; Preferences merging; Guaranteed possibilistic logic; IFO formulas;
D O I：
10.1007/978-3-319-92058-0_27
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Intrusion Detection Systems (IDS) are security tools that generate alerts when detecting a malicious activity. The main drawback of IDS is the high number of generated alerts. We propose an approach that integrates the preferences of several security experts to rank IDS results. The experts' preferences are expressed either in IFO-BCF (Instantiated First Order) logic or in IFO-guaranteed possibilistic one. A new logical preferences merging algorithm is given, it takes in input the different experts' preferences and produces a unique preferences base. The resulted preferences base is used to rank the IDS alerts.
引用
收藏
页码：286 / 291
页数：6
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