DocumentCode :
2419082
Title :
Exploration of Network Security Information Hid in Web Pages Based on Immunology
Author :
Liu, Caiming ; Li, Tao ; Zhao, Hui ; Peng, Lingxi ; Zeng, Jinquan ; Zhang, Yan
Author_Institution :
Sichuan Univ., Chengdu
Volume :
1
fYear :
2007
fDate :
24-27 Aug. 2007
Firstpage :
587
Lastpage :
591
Abstract :
To discover information endangering network security, an exploration method of network security information based on immunology is proposed. Antibody and antigen in biological immune system are used to denote keywords hid in HTML pages. Proposed method generates new antibodies to recognize unknown keywords through immune rules. By mechanisms of self-learning and evolution, antibody families form to represent distribution of different network security information. All antibodies in the same family are totalized to evaluate the information distribution degree. Simulation experiments show that the proposed method is able to find useful information threatening network and improve the intelligent degree of evaluating security of Web information.
Keywords :
Internet; hypermedia markup languages; security of data; HTML pages; Web pages; biological immune system; immunology; network security information; Artificial intelligence; Computer security; Data mining; Data security; Evolution (biology); HTML; Immune system; Information security; Libraries; Web pages;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
Conference_Location :
Haikou
Print_ISBN :
978-0-7695-2874-8
Type :
conf
DOI :
10.1109/FSKD.2007.280
Filename :
4405992
Link To Document :
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