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@article{197756,
        author = {Shruti Jindal and Vaishnavi and Janvi Tyagi and Nisha Panchal},
        title = {A Review on Multi Target Web Vulnerability Scanner: SamSec},
        journal = {International Journal of Innovative Research in Technology},
        year = {2026},
        volume = {12},
        number = {11},
        pages = {11257-11262},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=197756},
        abstract = {The automated vulnerability scanning is now a part and parcel of contemporary cybersecurity landscape due to the quick evolution of the web applications and dynamic environment surrounding the hosting location and the quick evolution of the exploits, which requires the development of efficient and effective vulnerability scanners. Despite its ability to analyze the majority of the features in details, SANS It is resource intensive; consequently, the idea of manual scanning cannot be used to provide a continuous and integrated security scan required by the latest DevSecOps pipeline and the deployment of massive infrastructures. In addition, the enterprise systems that are available, such as OWASP Amass, Nmap, and Burp Suite Professional, may be able to provide deep- inspection capabilities, but also have severe limitations in the shape of high latency, high memory footprint, or lack of real interoperability of the automated processes. The provided paper provides a detailed and structured coverage of the contemporary, modularized automated scanning tools (Subfinder, HTTPX, Naabu, Nuclei) and presents a proposal of a simple, fast, and complete-dock reconnaissance provision tool, which is applied in vulnerability scanning drills and named SamSec. Unlike the novel scans of havocs founded on LLM (Large Language Model), which demand a high calculation intensity, and that yield non-deterministic outcomes, SamSec will support the principles of deterministic tooling and the microservice structure based on optimal criteria in velocity and dependability. Furthermore, we are talking about the problem of engineering, which deals with the alignment of tools across platforms, standardizing the differences between the data of dissimilar JSON schemes, and managing the long- lasting asynchronous jobs. And finally, we will know how the future of correlating and ongoing scanning vulnerabilities with AI advancements and distributed scanning models will be.},
        keywords = {},
        month = {April},
        }