posted on 2023-10-18, 02:03authored byJun 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.