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DeepSecure: Malicious JavaScript and NPM Package Scanner

conference contribution
posted on 2023-10-18, 02:03 authored by Jun Wei Fabian Lim, Wen Ming Micah Chia, Jun Leng Ong, Wee Fei Seow, Wei Qiang Ong, Huaqun GuoHuaqun Guo

Malicious JavaScript and NPM packages pose significant security and privacy challenges to web applications and software ecosystems. This paper presents DeepSecure, an integrated tool that combines YARA Scan, VirusTotal API, and an AI model to enhance the detection and analysis of such threats. By integrating static analysis, dynamic analysis, and AI-powered detection, our tool improves accuracy and efficiency in identifying and mitigating security risks.

History

Journal/Conference/Book title

The Ninth IRC Conference on Science, Engineering and Technology (IRC-SET 2023)

Publication date

2023-08-19

Version

  • Post-print

Rights statement

Jun Wei Fabian Lim, Wen Ming Micah Chia, Jun Leng Ong, Wee Fei Seow, Wei Qiang Ong, Huaqun Guo. DeepSecure: Malicious JavaScript and NPM Package Scanner. The Ninth IRC Conference on Science, Engineering and Technology (IRC-SET 2023), Singapore, 19 August 2023, Springer.

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