Subterfuge Sentry: Guarding Against Sneaky Malware Tactics

Registration ID: IJNRD_220725

Published ID: IJNRD2405122

DOI: Click Here to Get

Ms. Samruddhi Babasaheb Shinde , Dr. S.P.Pawar

The goal of this project is to create a reliable system that can instantly determine the security status of web links in an era where internet safety is crucial. Support Vector Machines (SVM), Random Forest, Boosting, and Multilayer Perceptron (MLP) are the four different machine learning algorithms that are incorporated into the suggested solution, which makes use of a browser plugin. Every algorithm brings something special to the analysis of several aspects related to connections on the web, offering an all-encompassing assessment of their security. The first step of the project is to gather a variety of datasets with annotated examples of secure and insecure links. These datasets include a wide range of attributes, including URL structure, SSL/TLS certificate details, and historical threat intelligence data. Each algorithm is then trained and optimized using the dataset, maximizing its capacity to correctly categorize links into secure and insecure groups.

Published Paper   E-Certificate

Ms. Samruddhi Babasaheb Shinde & Dr. S.P.Pawar (May-2024). Subterfuge Sentry: Guarding Against Sneaky Malware Tactics. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 9(5), b143-b147. https://ijnrd.org/papers/IJNRD2405122.pdf

Volume 9 Issue 5, May-2024

Pages : b143-b147

Paper Reg. ID: IJNRD_220725

Published Paper Id: IJNRD2405122

Downloads: 000121975

Research Area: Engineering

Country: karad, Maharashtra, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2405122.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2405122

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave | IJNRD.ORG | IJNRD.COM | IJPUB.ORG

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

Call For Paper - Volume 10 | Issue 10 | October 2025

IJNRD is a Scholarly Open Access, Peer-reviewed, and Refereed Journal with a High Impact Factor of 8.76 (calculated by Google Scholar & Semantic Scholar | AI-Powered Research Tool). It is a Multidisciplinary, Monthly, Low-Cost Journal that follows UGC CARE 2025 Peer-Reviewed Journal Policy norms, Scopus journal standards, and Transparent Peer Review practices to ensure quality and credibility. IJNRD provides indexing in all major databases & metadata repositories, a citation generator, and Digital Object Identifier (DOI) for every published article with full open-access visibility.

The INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to advance applied, theoretical, and experimental research across diverse fields. Its goal is to promote global scientific information exchange among researchers, developers, engineers, academicians, and practitioners. IJNRD serves as a platform where educators and professionals can share research evidence, models of best practice, and innovative ideas, contributing to academic growth and industry relevance.

Indexing Coverage includes Google Scholar, SSRN, ResearcherID-Publons, Semantic Scholar (AI-Powered Research Tool), Microsoft Academic, Academia.edu, arXiv.org, ResearchGate, CiteSeerX, ResearcherID (Thomson Reuters), Mendeley, DocStoc, ISSUU, Scribd, and many more recognized academic repositories.

How to submit the paper?

By Our website

Click Here to Submit Paper Online

By Mail

Send your paper to editor@ijnrd.org

Important Dates for Current issue

Paper Submission Open For: October 2025

Current Issue: Volume 10 | Issue 10 | October 2025

Impact Factor: 8.76

Last Date for Paper Submission: Till 31-Oct-2025

Notification of Review Result: Within 1-2 Days after Submitting paper.

Publication of Paper: Within 01-02 Days after Submititng documents.

Frequency: Monthly (12 issue Annually).

Journal Type: IJNRD is an International Peer-reviewed, Refereed, and Open Access Journal with Transparent Peer Review as per the new UGC CARE 2025 guidelines, offering low-cost multidisciplinary publication with Crossref DOI and global indexing.

Subject Category: Research Area

Call for Paper: More Details