Towards cost-sensitive assessment of intrusion response selection
نویسندگان
چکیده
منابع مشابه
Towards cost-sensitive assessment of intrusion response selection
In recent years, cost-sensitive intrusion response has gained significant interest mainly due to its emphasis on the balance between potential damage incurred by the intrusion and cost of the response. However, one of the challenges in applying this approach is defining consistent and adaptable measurements of these cost factors on the basis of requirements and policy of the system being protec...
متن کاملToward Cost-Sensitive Modeling for Intrusion Detection and Response
Intrusion detection systems (IDSs) must maximize the realization of security goals while minimizing costs. In this paper, we study the problem of building cost-sensitive intrusion detection models. We examine the major cost factors associated with an IDS, which include development cost, operational cost, damage cost due to successful intrusions, and the cost of manual and automated response to ...
متن کاملToward Cost-Sensitive Modeling for Intrusion Detection
Intrusion detection systems need to maximize security while minimizing costs. In this paper, we study the problem of building cost-sensitive intrusion detection models. We examine the major cost factors: development costs, operational costs, damage costs incurred due to intrusions, and the costs involved in responding to intrusions. We propose cost-sensitive machine learning techniques to produ...
متن کاملToward Cost-Sensitive Modeling for Intrusion Detection
Intrusion detection systems need to maximize security while minimizing costs. In this paper, we study the problem of building cost-sensitive intrusion detection models. We examine the major cost factors: development costs, operational costs, damage costs incurred due to intrusions, and the costs involved in responding to intrusions. We propose cost-sensitive machine learning techniques to produ...
متن کاملIntrusion Detection Using Cost-Sensitive Classification
Intrusion Detection is an invaluable part of computer networks defense. An important consideration is the fact that raising false alarms carries a significantly lower cost than not detecting attacks. For this reason, we examine how cost-sensitive classification methods can be used in Intrusion Detection systems. The performance of the approach is evaluated under different experimental condition...
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ژورنال
عنوان ژورنال: Journal of Computer Security
سال: 2012
ISSN: 1875-8924,0926-227X
DOI: 10.3233/jcs-2011-0436