Zero‑False‑Positive Web Vulnerability Scanner: A Hybrid System with Random Forest–Based Payload Validation and Automated Injection Testing

Copyright & License

Copyright © 2026 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{195915,
        author = {Dr. MK Jayanthi Kannan and Pranjal Chhetri and Atharva Dandwate and Sarthak Singh and Abhay Kumar and Debjeet Debnath and Adarsh Bhardwaj},
        title = {Zero‑False‑Positive Web Vulnerability Scanner: A Hybrid System with Random Forest–Based Payload Validation and Automated Injection Testing},
        journal = {International Journal of Innovative Research in Technology},
        year = {2026},
        volume = {12},
        number = {11},
        pages = {4173-4186},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=195915},
        abstract = {},
        keywords = {},
        month = {April},
        }

Cite This Article

Kannan, D. M. J., & Chhetri, P., & Dandwate, A., & Singh, S., & Kumar, A., & Debnath, D., & Bhardwaj, A. (2026). Zero‑False‑Positive Web Vulnerability Scanner: A Hybrid System with Random Forest–Based Payload Validation and Automated Injection Testing. International Journal of Innovative Research in Technology (IJIRT), 12(11), 4173–4186.

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