Jul 2026· Terra security· Vol 2, pp. 78-85· 0 citations· 9 references
TL;DR
An extensible platform capable of orchestrating reconnaissance, dynamic application security testing (DAST), static configuration analysis, and information leak detection through unified command-line interface and consolidated HTML reporting is developed.
Abstract
Topicality. The rapid proliferation of web applications across enterprise ecosystems has intensified the demand for comprehensive, automated vulnerability detection mechanisms. Existing standalone scanning tools exhibit inherent limitations in coverage scope, reporting standardization, and CI/CD pipeline integration, necessitating the development of unified orchestration platforms. The subject of study in this article is the architectural design and implementation of a modular, Python-based integrated vulnerability scanner that consolidates multiple open-source security testing utilities into a cohesive automation framework. The purpose of the article is to develop and validate an extensible platform capable of orchestrating reconnaissance, dynamic application security testing (DAST), static configuration analysis, and information leak detection through unified command-line interface and consolidated HTML reporting. The following results were obtained. A modular scanner architecture was designed, integrating industry-standard tools including Nuclei (template-based vulnerability detection), Burp Suite (proxy-based traffic analysis), Feroxbuster (directory fuzzing), Subfinder/DNSX (subdomain enumeration), Katana (URL crawling), and auxiliary modules for WAF detection (CDNCheck), 403 bypass (byp4xx), Postman collection leak analysis (Postleaks), and exposed configuration discovery (LeakIX). Conclusion. The developed platform achieves enhanced scanning coverage through multi-tool orchestration and generates structured HTML reports with categorized findings. The modular architecture enables rapid integration of emerging security tools, making the framework adaptable to evolving threat landscapes in modern web application security testing.
HawkEye is introduced, a modular, web-based vulnerability auditing platform designed to streamline security analysis by integrating multiple scanning tools within a unified dashboard and illustrates how consolidated reporting improves vulnerability prioritization for development teams.
D. R. Patil, Varad Salgare, Devaj Arya et al.· International Journal for Re...· 0 citations
The findings confirm that an accessible, accurate, and AI-augmented vulnerability scanner can be constructed for educational and entry-level use within a deliberately bounded scope, lowering the expertise barrier for web application security assessment.
Automated Web Application Testing plays a vital role in identifying vulnerabilities, analyzing attacks, and generating cybersecurity documentation for modern web environments. Artificial Intelligence (AI) significantly enhances web application testing performance by enabling adaptive threat detection, intelligent paylo...
Arun K S, Abhiram S, Ageesh Lal N G et al.· 2026 6th International Confe...· 0 citations
The rapid expansion of the life cycle for software deployment has required a move from traditional, manual security analysis to automated and integrated assurance frameworks. This study examines the effectiveness of integrating assurance, real-time threat detection, and automated certification gates right into the Cont...
Sauhard Bhatt, Satyanarayana Gadiraju· 2026 6th International Confe...· 0 citations
Experimental results show that AST-based structural features substantially improve recall compared with the TF-IDF baseline, while the combined TF-IDF and AST representation maintains this improved performance.
Vani Pasupula, M. N. V. Manikanth, Nagaraju Vassey· International Journal of Cre...· 0 citations
This research evaluates how these threats have metastasized and traces the origins of modern security vectors to determine if established defensive protocols remain effective against increasingly complex modern exploitation tactics, and reveals a definitive and strategic maturation in adversarial approach.
Irene I. Eda, Jose Marcelito D. Brigoli, Teodoro B. Comayas et al.· Iconic research and engineer...· 0 citations
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