Efficient Defense Decision-Making Approach for Multistep Attacks Based on the Attack Graph and Game Theory
المؤلفون المشاركون
Liu, Jing
Zhang, Yuchen
Hu, Hao
Tan, Jinglei
Leng, Qiang
Chang, Chaowen
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2020، العدد 2020 (31 ديسمبر/كانون الأول 2020)، ص ص. 1-12، 12ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2020-08-11
دولة النشر
مصر
عدد الصفحات
12
التخصصات الرئيسية
الملخص EN
In the multistep attack scenario, each rational attack-defense player tries to maximize his payoff, but the uncertainty about his adversary prevents him from taking the favorable actions.
How to select the best strategy from the candidate strategies to maximize the defense payoff becomes the core issue.
For this purpose, the paper innovatively designs a game theory model from the point of network survivability in combination with the attribute attack graph.
The attack graph is created based on the network connectivity and known vulnerabilities using the MulVAL toolkit, which gives the full view of all the known vulnerabilities and their interdependence.
Then, we use the attack graph to extract attack-defense actions, candidate attack-defense strategies, attack-defense payoffs, and network states, as well as other game modeling elements.
Afterwards, the payoffs of attack-defense strategies are quantified by integrating attack-defense strength and network survivability.
In addition, we input the above elements into the game model.
Through repeated learning, deduction, and improvement, we can optimize the layout of defense strategies.
Finally, the efficient strategy selection approach is designed on the tradeoff between defense cost and benefit.
The simulation of attack-defense confrontation in small-scale LAN shows that the proposed approach is reliable and effective.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Liu, Jing& Zhang, Yuchen& Hu, Hao& Tan, Jinglei& Leng, Qiang& Chang, Chaowen. 2020. Efficient Defense Decision-Making Approach for Multistep Attacks Based on the Attack Graph and Game Theory. Mathematical Problems in Engineering،Vol. 2020, no. 2020, pp.1-12.
https://search.emarefa.net/detail/BIM-1202139
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Liu, Jing…[et al.]. Efficient Defense Decision-Making Approach for Multistep Attacks Based on the Attack Graph and Game Theory. Mathematical Problems in Engineering No. 2020 (2020), pp.1-12.
https://search.emarefa.net/detail/BIM-1202139
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Liu, Jing& Zhang, Yuchen& Hu, Hao& Tan, Jinglei& Leng, Qiang& Chang, Chaowen. Efficient Defense Decision-Making Approach for Multistep Attacks Based on the Attack Graph and Game Theory. Mathematical Problems in Engineering. 2020. Vol. 2020, no. 2020, pp.1-12.
https://search.emarefa.net/detail/BIM-1202139
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1202139
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر