Dynamic Control of Fraud Information Spreading in Mobile Social Networks
نویسندگان
چکیده
Mobile social networks (MSNs) provide real-time information services to individuals in communities through mobile devices. However, due their high openness and autonomy, MSNs have been suffering from rampant rumors, fraudulent activities, other types of misuses. To mitigate such threats, it is urgent control the spread fraud information. The research challenge is: how design strategies efficiently utilize limited resources meanwhile minimize individuals' losses caused by information? this end, we model issue as an optimal problem, which consumption for implementing are jointly taken a constraint called total cost, minimum cost becomes objective function. Based on theory, devise dynamic allocation strategies. Besides, dynamics diffusion established considering uncertain mental state individuals, investigate trend stability model. Our simulation study shows that proposed can effectively inhibit while incurring smallest cost. Compared with strategies, effect about 10% higher.
منابع مشابه
Information spreading on dynamic social networks
Nowadays, information spreading on social networks has triggered an explosive attention in various disciplines. Most of previous works in this area mainly focus on discussing the effects of spreading probability or immunization strategy on static networks. However, in real systems, the peer-to-peer network structure changes constantly according to frequently social activities of users. In order...
متن کاملGossip - based Information Spreading in Mobile and Social Networks
HUANG, YUFAN. Gossip-based Information Spreading in Mobile and Social Networks. (Under the direction of Dr. Huaiyu Dai.) We study the performance of gossip-based information spreading in different network models. Our study is conducted in two major different circumstances: mobile networks and social networks. In mobile networks, we mainly study two problems: single-piece information spreading w...
متن کاملInformation Spreading in Dynamic Networks
We study the fundamental problem of information spreading (also known as gossip) in dynamic networks. In gossip, or more generally, k-gossip, there are k pieces of information (or tokens) that are initially present in some nodes and the problem is to disseminate the k tokens to all nodes. The goal is to accomplish the task in as few rounds of distributed computation as possible. The problem is ...
متن کاملCharacterizing Information Spreading in Online Social Networks
Online social networks (OSNs) are changing the way in which the information spreads throughout the Internet. A deep understanding of the information spreading in OSNs leads to both social and commercial benefits. In this paper, we characterize the dynamic of information spreading (e.g., how fast and widely the information spreads against time) in OSNs by developing a general and accurate model ...
متن کاملImpact of Repeated Exposures on Information Spreading in Social Networks
Clustered structure of social networks provides the chances of repeated exposures to carriers with similar information. It is commonly believed that the impact of repeated exposures on the spreading of information is nontrivial. Does this effect increase the probability that an individual forwards a message in social networks? If so, to what extent does this effect influence people's decisions ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IEEE transactions on systems, man, and cybernetics
سال: 2021
ISSN: ['1083-4427', '1558-2426']
DOI: https://doi.org/10.1109/tsmc.2019.2930908