WEB THREAT ANALYSIS

01 — The Problem

"Signature-based antivirus tools are always one step behind zero-day exploits. Deep learning allows us to catch threats based on behavior instead of known signatures."

02 — Overview

Web-Threat-Analysis is a robust cybersecurity tool that leverages deep learning to detect web-based threats. It features a real-time monitoring system and utilizes Pandas, Seaborn, and Matplotlib for extensive data visualization. Built primarily with Python, it serves as a powerful utility for cybersecurity research and threat analysis.

03 — Drawbacks & Future Scope

Deep learning models are notoriously secretive 'black boxes'. Adding Explainable AI (XAI) will force the system to finally confess exactly why it flagged your download.