Assessfy Capstone Lab Advanced 6 milestones 100 marks

Development and Deployment of Honeypot-Based Attacker Behavior Analysis Dashboard for E...

Branch: Cyber Security Type: Industry-applied final-year Major Project Standard: Mumbai University Rev-2019 'C' Scheme (Major Project I + II) Group: up to 4 students Assessment: 6 review-based milestones (100 marks)

Real-world project · AICTE-aligned · AI-graded · Audit-ready certificate

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About this project
Development and Deployment of Honeypot-Based Attacker Behavior Analysis Dashboard for Enterprise Networks

Objective: To design, implement, and deploy an interactive honeypot system that captures attacker activity and provides real-time behavioral analytics for enterprise security teams.

Indian enterprises, educational institutions, and government agencies face persistent threats from cyber attackers targeting their networks and sensitive data. Traditional security measures often fail to detect sophisticated intrusions and cannot provide detailed insights into attacker tactics, techniques, and procedures, leaving organizations vulnerable to evolving threats.

This project proposes the engineering of a modular honeypot system, strategically deployed within an enterprise network, to attract, record, and analyze unauthorized access attempts. The solution includes the development of an interactive dashboard that visualizes attacker behavior, correlates events, and supports threat intelligence generation. The system leverages open-source honeypot frameworks, custom logging, and real-time analytics to provide actionable insights.

Key features include configurable honeypot types (web, SSH, SMB), automated data collection, behavioral profiling, attack timeline visualization, live alerts, and exportable reports. The working model will demonstrate real-time detection of simulated attacks and comprehensive analysis of captured data, validated through controlled attack scenarios.

Industry impact lies in enhancing proactive cyber defense capabilities for Indian organizations, supporting security operations centers (SOCs), and training cybersecurity professionals. The scalable architecture allows deployment across diverse environments and integration with existing SIEM solutions, contributing to improved incident response and threat awareness.

Milestones
1. Synopsis & Problem Definition (Stage-I Review-1)
10 marks 25d
Submit a clear synopsis outlining the cybersecurity challenge, project scope, and relevance; reviewed by project guide for feasibility and alignment.
2. Literature / Market Survey & Requirement Analysis (Stage-I Review-2)
10 marks 30d
Conduct a survey of existing honeypot solutions and attacker analysis tools in the Indian market, define requirements; reviewed through a presentation and written summary.
3. System Design, Methodology & Cost Analysis (Stage-I close)
20 marks 35d
Deliver a detailed architecture plan, selection of honeypot types, dashboard design, and cost estimation; reviewed by guide and industry mentor for technical soundness.
4. Implementation / Fabrication of Working Model (Stage-II Review-1)
25 marks 40d
Build and deploy the honeypot system, develop the analytics dashboard, integrate with real-time data feeds; reviewed through demonstration of deployment and initial functionality.
5. Testing, Results & Validation (Stage-II Review-2)
20 marks 35d
Simulate attack scenarios, validate detection and behavioral analytics, analyze results for reliability and accuracy; reviewed via test reports and live validation session.
6. Report, Paper & Demonstration / Oral Defense (Stage-II final Oral & Practical)
15 marks 30d
Submit comprehensive project report, research paper, and demonstrate the working model with oral defense; reviewed by examiner panel for completeness, innovation, and impact.
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Skills you'll learn
CapstoneFinal-year projectMajor projectCyber SecurityCybersecurity threat analysis and attacker profilingSystem and network design for honeypot deploymentImplementation of real-time data capture and analyticsDashboard and visualization tool developmentTesting with simulated attack scenariosTeam-based project management and collaborationTechnical documentation and report writing
Tools used
Cowrie and Dionaea honeypot frameworksPython for backend scriptingElasticsearch and Kibana for data storage and visualizationUbuntu Linux server platformWireshark for packet analysisSimulated attack tools (MetasploitNmap)IS/IEC 27001:2013 standard reference
Prerequisites
Network SecurityOperating SystemsProgramming in Python or JavaData Analytics and Visualization
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AICTE-aligned Project Completion Certificate

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