Worms Propagation Modeling and Analysis in Big Data Environment
The integration of the Internet and Mobile networks results in huge amount of data, as well as security threat. With the fragile capacity of security protection, worms can propagate in the integration network and undermine the stability and integrity of data. The propagation of worm is a great secur...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2015-10-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1155/2015/985856 |
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| _version_ | 1850110312451145728 |
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| author | Song He Can Zhang Wei Guo Li-Dong Zhai |
| author_facet | Song He Can Zhang Wei Guo Li-Dong Zhai |
| author_sort | Song He |
| collection | DOAJ |
| description | The integration of the Internet and Mobile networks results in huge amount of data, as well as security threat. With the fragile capacity of security protection, worms can propagate in the integration network and undermine the stability and integrity of data. The propagation of worm is a great security risk to massive amounts of data in the integration network. We propose a kind of worm propagating in big data environment named BD-Worm. BD-Worm consumes computing resources and gets privacy information of users, which causes huge losses to our working and living. This paper constructs an integration network topology model and designs the BD-Worm propagating in the big data environment. To analyze the propagation of BD-Worm, we conduct a simulation and provide some recommendations to contain the widespread of BD-Worm according to the simulation results. |
| format | Article |
| id | doaj-art-45956a96fb2c4f349dfd13f2e4456686 |
| institution | OA Journals |
| issn | 1550-1477 |
| language | English |
| publishDate | 2015-10-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-45956a96fb2c4f349dfd13f2e44566862025-08-20T02:37:51ZengWileyInternational Journal of Distributed Sensor Networks1550-14772015-10-011110.1155/2015/985856985856Worms Propagation Modeling and Analysis in Big Data EnvironmentSong He0Can Zhang1Wei Guo2Li-Dong Zhai3 School of Management and Economics, Beijing Institute of Technology, Beijing 100081, China Institute of Information Engineering, Chinese Academy of Sciences, Beijing 100093, China Institute of Information Engineering, Chinese Academy of Sciences, Beijing 100093, China Institute of Information Engineering, Chinese Academy of Sciences, Beijing 100093, ChinaThe integration of the Internet and Mobile networks results in huge amount of data, as well as security threat. With the fragile capacity of security protection, worms can propagate in the integration network and undermine the stability and integrity of data. The propagation of worm is a great security risk to massive amounts of data in the integration network. We propose a kind of worm propagating in big data environment named BD-Worm. BD-Worm consumes computing resources and gets privacy information of users, which causes huge losses to our working and living. This paper constructs an integration network topology model and designs the BD-Worm propagating in the big data environment. To analyze the propagation of BD-Worm, we conduct a simulation and provide some recommendations to contain the widespread of BD-Worm according to the simulation results.https://doi.org/10.1155/2015/985856 |
| spellingShingle | Song He Can Zhang Wei Guo Li-Dong Zhai Worms Propagation Modeling and Analysis in Big Data Environment International Journal of Distributed Sensor Networks |
| title | Worms Propagation Modeling and Analysis in Big Data Environment |
| title_full | Worms Propagation Modeling and Analysis in Big Data Environment |
| title_fullStr | Worms Propagation Modeling and Analysis in Big Data Environment |
| title_full_unstemmed | Worms Propagation Modeling and Analysis in Big Data Environment |
| title_short | Worms Propagation Modeling and Analysis in Big Data Environment |
| title_sort | worms propagation modeling and analysis in big data environment |
| url | https://doi.org/10.1155/2015/985856 |
| work_keys_str_mv | AT songhe wormspropagationmodelingandanalysisinbigdataenvironment AT canzhang wormspropagationmodelingandanalysisinbigdataenvironment AT weiguo wormspropagationmodelingandanalysisinbigdataenvironment AT lidongzhai wormspropagationmodelingandanalysisinbigdataenvironment |