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
Honeypot with Attack Analytics
Fake SSH and HTTP services that log and map attacker behaviour
3-4 weeks build
Overview
Low-interaction SSH and HTTP honeypots present convincing but sandboxed services that record every connection, credential attempt and request without exposing a real system. Events stream into MongoDB, and a dashboard geolocates source addresses, ranks the credentials and paths most often tried, and charts attack volume over time.
What makes it stand up
- 01Run on an isolated VM you control, never on a production host
- 02Low-interaction SSH and HTTP listeners that capture but never execute
- 03Structured event log of source IP, credentials and payloads
- 04GeoIP mapping and top-attacker leaderboards
- 05Timeline dashboard of attack volume and targeted services
Module breakdown
- 01
Listeners
Emulated SSH and HTTP services that capture attempts safely.
- 02
Event store
Normalises and persists every interaction to MongoDB.
- 03
Enrichment
Adds GeoIP and reverse-DNS context to each source address.
- 04
Dashboard
Maps origins and ranks the most-tried credentials and paths.
- 05
Isolation
Container and firewall setup that keeps the trap contained.
After this, you will be able to
- Explain how a honeypot captures behaviour without real risk
- Defend the isolation choices that keep the trap safe to run
- Demo the dashboard on real captured scan traffic
Technology stack
- Python
- Docker
- MongoDB
- FastAPI
- React
- 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