A survey on current malicious javascript behavior of infected web content in detection of malicious web pages
In recent years, the advance growth of cybercrime has become an urgent issue to the security authorities. With the improvement of web technologies enable attackers to launch the web-based attacks and other malicious code easily without having prior expert knowledge. Recently, JavaScript has become t...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
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IOP Publishing
2020
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/28809/ http://umpir.ump.edu.my/id/eprint/28809/1/A%20survey%20on%20current%20malicious%20javascript%20behavior%20of%20infected.pdf |
| _version_ | 1848823140516364288 |
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| author | Wan Nurulsafawati, Wan Manan Mohd Nizam, Mohmad Kahar Noorlin, Mohd Ali |
| author_facet | Wan Nurulsafawati, Wan Manan Mohd Nizam, Mohmad Kahar Noorlin, Mohd Ali |
| author_sort | Wan Nurulsafawati, Wan Manan |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | In recent years, the advance growth of cybercrime has become an urgent issue to the security authorities. With the improvement of web technologies enable attackers to launch the web-based attacks and other malicious code easily without having prior expert knowledge. Recently, JavaScript has become the most common attack construction language as it is the primary browser scripting language which allow developer to develop sophisticated client-side interfaces for web application. This lead to the growth of malicious websites and as main platform for distributing malware or malicious script to the user's computer when the user access to these webpages. Initial act and detection on such threats early in a timely manner is vital in order to reduce the damages which have caused billions of dollars lost every year. A number of approaches have been proposed to detect malicious web pages. However, the efficient detection of malicious web pages previously has generated many false alarm by the use of sophisticated obfuscation techniques in benign JavaScript code in web pages. Therefore, in this paper, a thoroughly survey and detailed understanding of malicious JavaScript code features will be provided, which have been collected from the web content. We conduct a thorough analysis and studies on the usage of different JavaScript features and JavaScript detection technique systematically and present the most important features of malicious threats in web pages. Then the analysis will be presented along with different dimensions (features representation, detection techniques analysis, and sample of malicious script). |
| first_indexed | 2025-11-15T02:52:24Z |
| format | Conference or Workshop Item |
| id | ump-28809 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T02:52:24Z |
| publishDate | 2020 |
| publisher | IOP Publishing |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-288092022-11-17T07:58:26Z http://umpir.ump.edu.my/id/eprint/28809/ A survey on current malicious javascript behavior of infected web content in detection of malicious web pages Wan Nurulsafawati, Wan Manan Mohd Nizam, Mohmad Kahar Noorlin, Mohd Ali QA76 Computer software TK Electrical engineering. Electronics Nuclear engineering In recent years, the advance growth of cybercrime has become an urgent issue to the security authorities. With the improvement of web technologies enable attackers to launch the web-based attacks and other malicious code easily without having prior expert knowledge. Recently, JavaScript has become the most common attack construction language as it is the primary browser scripting language which allow developer to develop sophisticated client-side interfaces for web application. This lead to the growth of malicious websites and as main platform for distributing malware or malicious script to the user's computer when the user access to these webpages. Initial act and detection on such threats early in a timely manner is vital in order to reduce the damages which have caused billions of dollars lost every year. A number of approaches have been proposed to detect malicious web pages. However, the efficient detection of malicious web pages previously has generated many false alarm by the use of sophisticated obfuscation techniques in benign JavaScript code in web pages. Therefore, in this paper, a thoroughly survey and detailed understanding of malicious JavaScript code features will be provided, which have been collected from the web content. We conduct a thorough analysis and studies on the usage of different JavaScript features and JavaScript detection technique systematically and present the most important features of malicious threats in web pages. Then the analysis will be presented along with different dimensions (features representation, detection techniques analysis, and sample of malicious script). IOP Publishing 2020-06-05 Conference or Workshop Item PeerReviewed pdf en cc_by http://umpir.ump.edu.my/id/eprint/28809/1/A%20survey%20on%20current%20malicious%20javascript%20behavior%20of%20infected.pdf Wan Nurulsafawati, Wan Manan and Mohd Nizam, Mohmad Kahar and Noorlin, Mohd Ali (2020) A survey on current malicious javascript behavior of infected web content in detection of malicious web pages. In: IOP Conference Series: Materials Science and Engineering, 6th International Conference on Software Engineering and Computer Systems, ICSECS 2019 , 25 - 27 September 2019 , Vistana Hotel, Kuantan. pp. 1-9., 769 (1). ISSN 1757-8981 (Print), 1757-899X (Online) (Published) https://doi.org/10.1088/1757-899X/769/1/012074 |
| spellingShingle | QA76 Computer software TK Electrical engineering. Electronics Nuclear engineering Wan Nurulsafawati, Wan Manan Mohd Nizam, Mohmad Kahar Noorlin, Mohd Ali A survey on current malicious javascript behavior of infected web content in detection of malicious web pages |
| title | A survey on current malicious javascript behavior of infected web content in detection of malicious web pages |
| title_full | A survey on current malicious javascript behavior of infected web content in detection of malicious web pages |
| title_fullStr | A survey on current malicious javascript behavior of infected web content in detection of malicious web pages |
| title_full_unstemmed | A survey on current malicious javascript behavior of infected web content in detection of malicious web pages |
| title_short | A survey on current malicious javascript behavior of infected web content in detection of malicious web pages |
| title_sort | survey on current malicious javascript behavior of infected web content in detection of malicious web pages |
| topic | QA76 Computer software TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/28809/ http://umpir.ump.edu.my/id/eprint/28809/ http://umpir.ump.edu.my/id/eprint/28809/1/A%20survey%20on%20current%20malicious%20javascript%20behavior%20of%20infected.pdf |