MALWARE URL GUARDIAN

MALWARE URL GUARDIAN

Mrunal Aashish Rane1, Mehul Lalit Sharma2, Piyush Chandrashekhar Singh3, Yash Kishor Tupat4

1Student Cyber Security Engineering, Shah and Anchor Kutchhi Engineering College, Mumbai, Maharashtra, India

Email: mrunal.rane16342@sakec.ac.in

2Student Cyber Security Engineering, Shah and Anchor Kutchhi Engineering College, Mumbai, Maharashtra, India

Email: mehul.sharma16368@sakec.ac.in

3Student Cyber Security Engineering, Shah and Anchor Kutchhi Engineering College, Mumbai, Maharashtra, India

Email: piyush.singh16818@sakec.ac.in

4Student Cyber Security Engineering, Shah and Anchor Kutchhi Engineering College, Mumbai, Maharashtra, India

Email: yash.tupat16499@sakec.ac.in

Abstract
The Malware URL Guardian project represents a groundbreaking initiative in the realm of cybersecurity, aiming to develop a secure system that leverages the latest advancements in web security to proactively detect and neutralize malicious URLs. By moving beyond the constraints of traditional blacklist-based security measures, this project introduces a real-time, predictive mechanism that scrutinizes web traffic to identify and thwart potential cyber threats before they can cause harm. Through the analysis of extensive datasets and the extraction of intricate patterns and features, the Malware URL Guardian system is engineered to adapt to the continuously evolving tactics of cyber adversaries. This ensures a robust defence mechanism that not only protects users from current digital dangers but also anticipates and mitigates future vulnerabilities, thereby preserving the integrity and security of online environments for individuals and organizations alike. Keywords: Fostering, Integrity, Monitoring, Unauthorized.