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Networking · B.Tech 3rd / 4th year · major · 6–8 weeks guided

Network Intrusion Detection System with Live Traffic Dashboard

End-to-end NIDS: flow features, signature rules, a simple anomaly model, alert console, and PCAP upload for a lab demo. You explain false positives, not “we blocked the hacker”.

Student project kit

₹12,999/-₹7,999/-

1–4 students · 6–8 weeks guided. College title can be adapted on the counselling call.

Audience

Who it is for

Networking / cyber teams who need a full stack around packet data.

Replay a sample attack PCAP, see alerts fire, acknowledge them, show the feature that tripped.

Branches

CSEITECECyber

Team size: 1–4 students

Problem

Existing vs proposed

College labs show Wireshark once. There is no operator console, no alert lifecycle, and no report for a network admin viva.

Ingest CSV flows or PCAP→flows, match Snort-like signatures, score anomaly, raise alerts (new/ack/close), and export a weekly incident PDF.

Build

Modules

PythonScapy / flow parsescikit-learnFastAPIReactPostgreSQL

  1. 1. Ingest

    • PCAP parse to flows
    • CIC-IDS style CSV

  2. 2. Detect

    • Port/payload signatures
    • Isolation Forest or similar on flows

  3. 3. SOC lite

    • Alert queue, severity, notes
    • False-positive tag

  4. 4. Report

    • Top talkers, alert PDF
    • Lab topology diagram in the report

Demo

What you can show

  • PCAP path for demo
  • Alert lifecycle
  • Signature + ML, labelled as such

Viva

Panel topics

  • Flow vs packet
  • Base-rate of alerts
  • Signature vs anomaly

Deliverables

Included with the kit

  • Complete source code (ZIP + GitHub-style repo)
  • Database schema and sample data / dataset notes
  • README.md — how to run, stack, modules, and demo path (Windows + college lab)
  • Viva question bank with short answers
  • Two mentor reviews: architecture, then final demo

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