Assessfy Capstone Lab Advanced 6 milestones 100 marks

Design and Deployment of an Automated SIEM Dashboard for Real-Time Log Correlation and ...

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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Enrolled students
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Core skills
About this project
Design and Deployment of an Automated SIEM Dashboard for Real-Time Log Correlation and Threat Alerting

Objective: To engineer and demonstrate a scalable Security Information and Event Management (SIEM) dashboard with automated log correlation and real-time alerting for Indian enterprise environments.

Indian enterprises and government organizations increasingly face sophisticated cyber threats, yet often lack integrated visibility into diverse security logs from firewalls, servers, endpoints, and network devices. Manual log analysis is time-consuming and error-prone, leading to delayed detection of breaches, insider threats, and malware activity.

This project aims to build a robust SIEM dashboard tailored for Indian industry needs, capable of ingesting heterogeneous logs, automatically correlating events using rule-based and machine learning techniques, and issuing actionable real-time alerts. The solution leverages open-source technologies and industry-standard log formats for cost-effective deployment.

Key features include centralized log collection (syslog, Windows Event, Apache logs), automated event correlation, customizable alert thresholds, threat intelligence integration, and visual dashboards for security teams. The working model demonstrates log ingestion from multiple sources, correlation against real attack scenarios (phishing, brute-force, malware), and live alerting with reporting capabilities.

Industry impact: Enables small and mid-size Indian firms and critical infrastructure providers to enhance security operations, meet compliance (such as CERT-In guidelines), and scale to larger environments. The project is extensible for future integration with national cyber threat intelligence feeds.

Milestones
1. Synopsis & Problem Definition (Stage-I Review-1)
10 marks 25d
Submit project synopsis detailing the SIEM dashboard concept, target user, and core engineering challenge; reviewed by faculty panel.
2. Literature / Market Survey & Requirement Analysis (Stage-I Review-2)
12 marks 28d
Conduct and present a survey of existing SIEM solutions, Indian market needs, and finalize technical requirements; reviewed through documentation and presentation.
3. System Design, Methodology & Cost Analysis (Stage-I close)
18 marks 36d
Deliver a detailed design document covering system architecture, log handling, correlation methods, dashboard layout, and cost breakdown; design reviewed for feasibility and innovation.
4. Implementation / Fabrication of Working Model (Stage-II Review-1)
22 marks 40d
Develop and deploy the SIEM dashboard with real log ingestion, correlation, and alerting features; partial working model demonstrated to review panel.
5. Testing, Results & Validation (Stage-II Review-2)
20 marks 35d
Test the system using simulated and real-world attack scenarios, validate alert accuracy, and present performance metrics; reviewed against industry benchmarks.
6. Report, Paper & Demonstration / Oral Defense (Stage-II final Oral & Practical)
18 marks 30d
Submit final report and paper, and conduct live demonstration of the SIEM dashboard with oral defense before examiner panel.
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Skills you'll learn
CapstoneFinal-year projectMajor projectCyber SecurityLog aggregation and parsing from diverse sourcesRule-based and ML-driven event correlationDashboard UI/UX design and data visualizationBackend engineering with scalable architectureSystem integration and deployment on local/VM infrastructureTesting and validation with real-world attack datasetsTeam-based project management and collaborationTechnical documentation and paper writing
Tools used
Elastic Stack (ElasticsearchLogstashKibana)OpenSOC or Wazuh SIEM frameworkPython and Node.js for backend logicLinux server/VM for deploymentMITRE ATT&CK and Indian CERT-In threat datasetsSyslog and Windows Event Log sourcesOWASP security guidelinesRFC 5424 (Syslog standard)
Prerequisites
Network Security and ProtocolsOperating SystemsDatabase Management SystemsSoftware EngineeringWeb Technologies
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