دورية أكاديمية

Attacker Capability based Dynamic Deception Model for Large-Scale Networks

التفاصيل البيبلوغرافية
العنوان: Attacker Capability based Dynamic Deception Model for Large-Scale Networks
المؤلفون: Md Al Amin, Sachin Shetty, Laurent Njilla, Deepak Tosh, Charles Kamouha
المصدر: EAI Endorsed Transactions on Security and Safety, Vol 6, Iss 21 (2019)
بيانات النشر: European Alliance for Innovation (EAI), 2019.
سنة النشر: 2019
المجموعة: LCC:Technology
مصطلحات موضوعية: cyber deception, network security, pomcp, pomdp, sdn, exploit dependency graph, Technology
الوصف: In modern days, cyber networks need continuous monitoring to keep the network secure and available to legitimate users.Cyber attackers use reconnaissance mission to collect critical network information and using that information, they make anadvanced level cyber-attack plan. To thwart the reconnaissance mission and counterattack plan, the cyber defender needs tocome up with a state-of-the-art cyber defense strategy. In this paper, we model a dynamic deception system (DDS) whichwill not only thwart reconnaissance mission but also steer the attacker towards fake network to achieve a fake goal state. Inour model, we also capture the attacker’s capability using a belief matrix which is a joint probability distribution over thesecurity states and attacker types. Experiments conducted on the prototype implementation of our DDS confirm that thedefender can make the decision whether to spend more resources or save resources based on attacker types and thwartreconnaissance mission.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 2032-9393
العلاقة: https://eudl.eu/pdf/10.4108/eai.13-7-2018.162808Test; https://doaj.org/toc/2032-9393Test
DOI: 10.4108/eai.13-7-2018.162808
الوصول الحر: https://doaj.org/article/3c66be5849ae4c6887ac8af816545ad9Test
رقم الانضمام: edsdoj.3c66be5849ae4c6887ac8af816545ad9
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:20329393
DOI:10.4108/eai.13-7-2018.162808