Trust Management Model Based on Malicious Filtered Feedback in Cloud

被引:3
作者
Varalakshmi, P. [1 ]
Judgi, T. [1 ]
Balaji, D. [1 ]
机构
[1] Anna Univ, Dept Comp Technol, Madras, Tamil Nadu, India
来源
DATA SCIENCE ANALYTICS AND APPLICATIONS, DASAA 2017 | 2018年 / 804卷
关键词
Cloud; Trust; Sybil attack; Collusive attack;
D O I
10.1007/978-981-10-8603-8_15
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Cloud is designed to provide scalable IT resources remotely and requires less infrastructure management. The services of untrustworthy provider may cause the cost loss and dissatisfaction to the Cloud User (CU). Moreover, the Service Level Agreement (SLA) has not been found consistent among the communicating entities in the cloud environment. The selection of best provider is a challenging task in an untrusted environment like cloud. Therefore, we developed a Cloud Broker (CB) framework which helps consumers to select the ideal Cloud Provider (CP) for processing their request in a trustworthy environment. Since feedback is a good source to evaluate the trust of the provider, the trustworthiness of the feedback should be analyzed. So the proposed framework efficiently and accurately evaluates the trust of the CP by analyzing various attacks including sybil and collusive attack. As a result, CB can select the best CP only based on true feedback which provides valid service to the requested CU. Our proposed framework improves job success rate and reduces cost loss to the user in a cloud environment.
引用
收藏
页码:178 / 187
页数:10
相关论文
共 11 条
[1]  
Agheli N, 2014, 2014 4TH INTERNATIONAL CONFERENCE ON COMPUTER AND KNOWLEDGE ENGINEERING (ICCKE), P251, DOI 10.1109/ICCKE.2014.6993418
[2]   Enhancing Trust Management in Cloud Environment [J].
Chong, Soon-Keow ;
Abawajy, Jemal ;
Ahmad, Masitah ;
Hamid, Isredza Rahmi A. .
2ND INTERNATIONAL CONFERENCE ON INNOVATION, MANAGEMENT AND TECHNOLOGY RESEARCH, 2014, 129 :314-321
[3]   Using reputation measurement to defend mobile social networks against malicious feedback ratings [J].
Huang, Lin ;
Wang, Shangguang ;
Hsu, Ching-Hsien ;
Zhang, Juanjuan ;
Yang, Fangchun .
JOURNAL OF SUPERCOMPUTING, 2015, 71 (06) :2190-2203
[4]  
Judgi T., 2015, INT C NEXT GEN COMP
[5]   T-Broker: A Trust-Aware Service Brokering Scheme for Multiple Cloud Collaborative Services [J].
Li, Xiaoyong ;
Ma, Huadong ;
Zhou, Feng ;
Yao, Wenbin .
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2015, 10 (07) :1402-1415
[6]   Service Operator-Aware Trust Scheme for Resource Matchmaking across Multiple Clouds [J].
Li, Xiaoyong ;
Ma, Huadong ;
Zhou, Feng ;
Gui, Xiaolin .
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2015, 26 (05) :1419-1429
[7]  
Naseer Muhammad Kashif, 2014, COMPUTER APPL RES WS, P1
[8]   A Cloud Trust Evaluation System using Hierarchical Fuzzy Inference System for Service Selection [J].
Qu, Chenhao ;
Buyya, Rajkumar .
2014 IEEE 28TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS (AINA), 2014, :850-857
[9]  
Rajendran V.V, 2015, WIREL NETW, P1
[10]  
Singer S., 2014, REGIONALNI INDEKS KO, P1