Title :
A Trust Based Information Dissemination Model for Evaluating the Effect of Deceptive Data
Author :
Hu, Yi ; Xiao, Zhichun ; Panda, Brajendra
Author_Institution :
Comput. Sci. & Comput. Eng. Dept., Arkansas Univ.
Abstract :
This research studies the problem of evaluating the effect of deceptive data based on the information flow network and the Web of trust. We present an information dissemination model that illustrates the prerequisite for dissemination of information based on the subject and object trusts. To evaluate the effects of deceptive data accurately, we offer a quantitative model that is utilized to calculate to what extent the subjects in the information flow network are affected. The algorithm for evaluating the spread of deceptive data is provided and the time complexity of the algorithm is also analyzed
Keywords :
Internet; computational complexity; information dissemination; security of data; deceptive data evaluation; information dissemination model; information flow network; time complexity; trust Web; Algorithm design and analysis; Cities and towns; Computer networks; Computer science; Data engineering; Data flow computing; Humans; Information analysis; Personnel; Semantic Web;
Conference_Titel :
System Sciences, 2007. HICSS 2007. 40th Annual Hawaii International Conference on
Conference_Location :
Waikoloa, HI
Electronic_ISBN :
1530-1605
DOI :
10.1109/HICSS.2007.43
