Prioritizing Network-On-Chip Routers for Countermeasure Techniques against Flooding Denial-of-Service Attacks:A Fuzzy Multi-Criteria Decision-Making Approach  

作　　者：Ahmed Abbas Jasim Al-Hchaimi Yousif Raad Muhsen Wisam Hazim Gwad Entisar Soliman Alkayal Riyadh Rahef Nuiaa Al Ogaili Zaid Abdi Alkareem Alyasseri Alhamzah Alnoor 

机构地区：[1]Department of Electromechanical Systems Engineering,Thi-Qar Technical College,Southern Technical University,Basra,61001,Iraq [2]Department of Civil Engineering,Wasit University,Al Kut,52001,Wasit,Iraq [3]Technical Engineering College,Al-Ayen University,Thi-Qar,64001,Iraq [4]Department of Artificial Intelligence Engineering,College of Engineering,Alnoor University,Ninavah,41012,Iraq [5]Information Technology Department,Faculty of Computing and Information Technology at Rabigh King Abdulaziz University,Jeddah,22230,Saudi Arabia [6]Department of Computer Science,College of Computer Science and Information Technology,Wasit University,Al kut,52001,Wasit,Iraq [7]Information Technology Research and Development Center,University of Kufa,Najaf,54001,Iraq [8]College of Engineering,University of Warith Al-Anbiyaa,Karbala,56001,Iraq [9]Management Department,College of Business Administration(COBA),A’Sharqiyah University(ASU),Ibra,400,Oman

出　　处：《Computer Modeling in Engineering & Sciences》2025年第3期2661-2689,共29页工程与科学中的计算机建模(英文)

摘　　要：The implementation of Countermeasure Techniques(CTs)in the context of Network-On-Chip(NoC)based Multiprocessor System-On-Chip(MPSoC)routers against the Flooding Denial-of-Service Attack(F-DoSA)falls under Multi-Criteria Decision-Making(MCDM)due to the three main concerns,called:traffic variations,multiple evaluation criteria-based traffic features,and prioritization NoC routers as an alternative.In this study,we propose a comprehensive evaluation of various NoC traffic features to identify the most efficient routers under the F-DoSA scenarios.Consequently,an MCDM approach is essential to address these emerging challenges.While the recent MCDM approach has some issues,such as uncertainty,this study utilizes Fuzzy-Weighted Zero-Inconsistency(FWZIC)to estimate the criteria weight values and Fuzzy Decision by Opinion Score Method(FDOSM)for ranking the routers with fuzzy Single-valued Neutrosophic under names(SvN-FWZIC and SvN-FDOSM)to overcome the ambiguity.The results obtained by using the SvN-FWZIC method indicate that the Max packet count has the highest importance among the evaluated criteria,with a weighted score of 0.1946.In contrast,the Hop count is identified as the least significant criterion,with a weighted score of 0.1090.The remaining criteria fall within a range of intermediate importance,with enqueue time scoring 0.1845,packet count decremented and traversal index scoring 0.1262,packet count incremented scoring 0.1124,and packet count index scoring 0.1472.In terms of ranking,SvN-FDOSM has two approaches:individual and group.Both the individual and group ranking processes show that(Router 4)is the most effective router,while(Router 3)is the lowest router under F-DoSA.The sensitivity analysis provides a high stability in ranking among all 10 scenarios.This approach offers essential feedback in making proper decisions in the design of countermeasure techniques in the domain of NoC-based MPSoC.

关 键 词：NoC-based MPSoC security flooding DoS attack MCDM FDOSM FWZIC fuzzy set 

分 类 号：TP393.08[自动化与计算机技术—计算机应用技术]