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All Journal Indonesian Journal of Cybersecurity and Emerging Risks
Ravenala Chabib Assyfa
Nusa Putra University

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INTEGRATING OPEN-SOURCE TOOLS INTO A BUG BOUNTY SYSTEM FOR NETWORK INFRASTRUCTURE VULNERABILITY DETECTION Ravenala Chabib Assyfa
Indonesian Journal of Cybersecurity and Emerging Risks Vol. 1 No. 2 (2026): 2026: IJCYBER Volume 1 Issue 2 Year 2026
Publisher : Indonesian Artificial Neural Network Society

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Abstract

In the evolving landscape of cybersecurity, efficient and accurate detection of network vulnerabilities is critical, especially in the context of bug bounty programs. This research presents the development of an integrated, open-source-based vulnerability detection system that combines Sublist3r, Nuclei, and Dalfox into a unified, automated platform. The system is built using a Flask backend and a React.js-based graphical user interface to streamline subdomain enumeration, CVE-based scanning, and Cross-Site Scripting (XSS) detection. Benchmark tests conducted across nine domains demonstrate a significant reduction in execution time (21.8 seconds average), an accuracy rate above 85%, and a System Usability Scale (SUS) score of 82.5, categorized as "Excellent." Compared to manual workflows, the integrated system improves operational speed, consistency, and user accessibility. This study contributes a modular and scalable solution for vulnerability assessments, especially suited for educational, research, and small enterprise envi
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