计算机科学 ›› 2017, Vol. 44 ›› Issue (12): 105-113.doi: 10.11896/j.issn.1002-137X.2017.12.021
李存斌,蔺帅帅,徐方秋
LI Cun-bin, LIN Shuai-shuai and XU Fang-qiu
摘要： 云计算极大地方便了云端用户对资源的使用,降低了用户为使用存储资源耗费的成本,但也使用户的核心和隐私数据极有可能被非法用户利用,因此对用户行为进行分析评估是有效提升云安全的关键。首先,根据云计算环境下用户行为的特点,建立了评价指标体系；然后,提出了一种基于AHP-熵权法的改进VIKOR法的多属性决策方法,克服了主客观赋权法的缺点；最后,以5个用户为例进行算例分析,并将所提方法与其他综合评价方法进行了对比分析。结果表明,所提出的方法是科学、有效的,具有一定的优越性。
| [1] CHANG V,WALTERS R J,WILLS G B.Organisational sus-tainability modelling An emerging service and analytics model for evaluating Cloud Computing adoption with two case studies [J].International Journal of Information Management,2016,36(1):167-179. [2] JERMAIN C L,ROWLANDS G E,BUHRMAN R A.GPU-accelerated micromagnetic simulations using cloud computing [J].Journal of Magnetism and Magnetic Materials,2016,401(1):320-322. [3] WANG D W.Basic Framework and Key Technology for a New Generation of Data Center in Electric Power Corporation Based on Cloud Computation[J].Automation of Electric Power System,2012,6(11):15-19.(in Chinese) 王德文.基于云计算的电力数据中心基础架构及其关键技术[J].电力系统自动化,2012,6(11):15-19. [4] YANG S L,LUO H,DING S.Survey on multi-sources information service system based on cloud computing[J].Journal of Management Science in China,2012,15(5):83-96.(in Chinese) 杨善林,罗贺,丁帅.基于云计算的多源信息服务系统研究综述[J].管理科学学报,2012,15(5):83-96. [5] BETH T,BORCHERDING M,KLEINlein B.Valuation of trust in open networks[M]∥Computer Security-ESORICS’94.Springer Berlin Heidelberg,1994:3-18. [6] JOSANG A.The right type of trust for distributed systems[C]∥Proceedings of the Workshop on New Security Paradigms.Lake Arrowhead,Ca,United States,1996:119-131. [7] SHAMELI-SENDI A,CHERIET M.Cloud Computing:A Risk Assessment Model[C]∥2014 IEEE International Conference on Cloud Engineering.2014:147-152. [8] THEODORAKOPOULOS G.Distributed trust evaluation in adhoc networks[D].Maryland:University of Maryland,2004. [9] THEODORAKOPOULOS G,BARAS J S.On trust models and trust evaluation metrics for adhoc networks[J].IEEE Journal on Selected Areas in Communications,2006,24(2):318-328. [10] FURUNCU E,SOGUKPINAR I.Scalable risk assessment me-thod for cloud computing using game theory(CCRAM)[J].Computer Standards & Interfaces,2015,8(2):44-50. [11] LI X Y,GUI X L.Trust Quantitative Model with Multiple Decision Factors in Trusted Network[J].Chinese Journal of Computers,2009,2(3):405-416.(in Chinese) 李小勇,桂小林.可信网络中基于多维决策属性的信任量化模型[J].计算机学报,2009,32(3):405-416. [12] CHEN H.An Information Security Risk Assessment Frame-work For Cloud Computing [J].Advanced Materials Research,2013,756-759:1469-1473. [13] LV Y X,TIAN L Q,SUN S S.Trust Evaluation and Control Analysis of FANP-based User Behavior in Cloud Computing Environment[J].Computer Science,2013,0(1):132-135.(in Chinese) 吕艳霞,田立勤,孙珊珊.云计算环境下基于FANP 的用户行为的可信评估与控制分析[J].计算机科学,2013,40(1):132-135. [14] GUO S K,TIAN L Q,SHEN X L.Research on FAHP method in user behaviour trust computation[J].Computer Engineering and Applications,2011,7(12):59-61.(in Chinese) 郭树凯,田立勤,沈学利.FAHP在用户行为信任评价中的研究[J].计算机工程与应用,2011,47(12):59-61. [15] SUO W L.Method for uncertain linguistic multiple attributegroup decision making based on extended VIKOR[J].Control and Decision,2013,28(9):1431-1440.(in Chinese)索玮岚.基于扩展VIKOR的不确定语言多属性群决策方法.[J].控制与决策,2013,28(9):1431-1440. [16] ZHANG S,WANG T,GU X P.Synthetic Evaluation of Power Grid Operating States Based on Intuitionistic Fuzzy Analytic Hie-rarchy Process[J].Automation of Electric Power System,2016(4):41-49.(in Chinese) 张尚,王涛,顾雪平.基于直觉模糊层次分析法的电网运行状态综合评估[J].电力系统自动化,2016(4):41-49. [17] XIE M,DENG J L,LIU M B,et al.Temperature-lowering Load Estimation Method Based on Meteorological Data and Entropy Weight Theory[J].Automation of Electric Power System,2016(3):135-139.(in Chinese) 谢敏,邓佳梁,刘明波,等.基于气象信息和熵权理论的降温负荷估算方法[J].电力系统自动化,2016(3):135-139. [18] WANG C.Trust Evaluation Based on User’s Behavion in Cloud Computing[D].Baotou:Inner Mongolia University of Science & Technology,2015.(in Chinese) 王超.云计算环境下基于用户行为的信任评估研究[D].包头:内蒙古科技大学,2015. [19] LOURENZUTTI R,KROHLING R A.A generalized TOPSIS method for group decision making with heterogeneous information in a dynamic environment[J].Information Sciences,2016,330:1-18. [20] LI C B,YUAN J H ,QI Z Q.Investment Risk-Based Decision of Distributed Generation Based on Grey Cumulative Prospect Theory [J].East China Electric Power,2014,42(5):993-998.(in Chinese) 李存斌,苑嘉航,祁之强.基于灰色累积前景理论分布式电源投资风险型决策[J].华东电力,2014,2(5):993-998. [21] XU W H,CHEN H Y,ZHANG Y P,et al.Fuzzy Comprehensive Evaluation Method Based on Measure of Medium Truth Degree [J].Computer Science,2016,43(2):204-209.(in Chinese) 徐文华,陈海燕,张育平,等.一种基于中介真值程度度量的模糊综合评价方法[J].计算机科学,2016,3(2):204-209. |
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