Phishing Attacks Detection Using Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8120

@InProceedings{conf/kse/AnhNN13,

• author = "Tuan Anh Pham and Quang Uy Nguyen and Xuan Hoai Nguyen",
• title = "Phishing Attacks Detection Using Genetic Programming",
• booktitle = "Proceedings of the Fifth International Conference on Knowledge and Systems Engineering, KSE 2013, Volume 2",
• year = "2013",
• editor = "Van-Nam Huynh and Thierry Denoeux and Dang Hung Tran and Anh-Cuong Le and Son Bao Pham",
• volume = "245",
• series = "Advances in Intelligent Systems and Computing",
• pages = "185--195",
• address = "Hanoi, Vietnam",
• month = "17-19 " # oct,
• publisher = "Springer",
• keywords = "genetic algorithms, genetic programming",
• isbn13 = "978-3-319-02820-0",
• bibdate = "2014-01-03",
• bibsource = "DBLP, http://dblp.uni-trier.de/db/conf/kse/kse2013-2.html#AnhNN13",
• URL = "http://dx.doi.org/10.1007/978-3-319-02821-7",
• URL = "http://dx.doi.org/10.1007/978-3-319-02821-7_18",
• DOI = "doi:10.1007/978-3-319-02821-7_18",
• abstract = "Phishing is a real threat on the Internet nowadays. According to a report released by an American security firm, RSA, there have been approximately 33,000 phishing attacks globally each month in 2012, leading to a loss of $687 million. Therefore, fighting against phishing attacks is of great importance. One popular and widely-deployed solution with browsers is to integrate a blacklist sites into them. However, this solution, which is unable to detect new attacks if the database is out of date, appears to be not effective when there are a lager number of phishing attacks created very day. In this paper, we propose a solution to this problem by applying Genetic Programming to phishing detection problem. We conducted the experiments on a data set including both phishing and legitimate sites collected from the Internet. We compared the performance of Genetic Programming with a number of other machine learning techniques and the results showed that Genetic Programming produced the best solutions to phishing detection problem.",

}

Genetic Programming entries for Pham Tuan Anh Quang Uy Nguyen Nguyen Xuan Hoai

Citations