Agent-based Security System for User Verification

被引:0
|
作者
Dovgan, Erik [1 ]
Kaluza, Bostjan [1 ]
Tusar, Tea [1 ]
Gams, Matjaz [1 ]
机构
[1] Jozef Stefan Inst, Dept Intelligent Syst, Ljubljana 1000, Slovenia
关键词
Agents; security system; access control;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We present a security system consisting of an arbitrary number of entries, sensors and agents. The intelligent integrated system is based on user modeling, i.e. models of their previous entries, using several levels of description and several single machine learning agents. The system is specialized for high-security tasks, e.g. controlling entry to a headquarter and for scenarios including terrorist attacks or kidnapping, when the attackers formally bypass the existing sensors, but fail to imitate normal movement of an employee. An experimental setup was implemented to verify the successfulness of the approach.
引用
收藏
页码:331 / 334
页数:4
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