Capstone
Cybersecurity
Network Intrusion Detection System
Machine-learning anomaly detection over live network traffic
- Python
- Scapy
- XGBoost
- Kafka
- +2
₹5,499₹9,499
4.9/97 reviews
Cybersecurity · Major Project
Web Vulnerability Scanner
Crawls a lab web app and reports common web weaknesses
3-4 weeks build
Overview
A scanner that crawls an in-scope target, maps its forms and parameters, and checks each one for common web weaknesses along with insecure headers, cookie flags and directory listings. It is built and demonstrated only against DVWA running in Docker, and every finding lands in a report with severity, evidence and a suggested fix.
What makes it stand up
- 01For authorised lab targets only: DVWA, Metasploitable or your own VMs
- 02Same-origin crawler that discovers links, forms and parameters
- 03Checks for reflected input handling and injection-prone fields
- 04Header, cookie-flag and directory-listing misconfiguration checks
- 05HTML report with severity, request evidence and remediation
Module breakdown
- 01
Crawler
Walks in-scope pages and records every form and parameter.
- 02
Test engine
Runs a configurable set of checks against each input field.
- 03
Config checks
Inspects response headers, cookie flags and listings.
- 04
Scope guard
Refuses any host outside the configured allow-list.
- 05
Reporting
Groups findings by severity with evidence and fixes.
After this, you will be able to
- Explain the OWASP categories the scanner covers and their impact
- Defend the scope controls that keep testing lawful and contained
- Demo a full scan of DVWA and walk through the report
Technology stack
- Python
- Requests
- BeautifulSoup
- Flask
- SQLite
- Docker
- Level
- Major Project
- Domain
- Cybersecurity
- Build time
- 3-4 weeks
- Difficulty
You receive
- Complete, commented source code
- 60-90 page project report (IEEE format)
- Editable presentation deck
- Architecture, ER and UML diagrams
- Local setup and deployment guide
- Sample dataset or seed data
- Viva question bank with answers
- One 45-minute walkthrough call
- 30 days of doubt-clearing support