MTech — 66 projects
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Zero-Trust Security Architecture Evaluation for Cloud Workloads
Implement and evaluate zero-trust controls on a sample platform. You will learn policy-as-code, identity-based access and attack testing.…
Differential Privacy for Tabular Data Publishing: Utility Study
Measure how privacy budgets affect analytics utility on real datasets. You will learn DP mechanisms and empirical research method.…
Blockchain-Free Audit Logging with Merkle Trees for Regulated Systems
Build a tamper-evident audit log using transparency-log techniques (no crypto-currency/blockchain). You will learn verifiable data structures and compliance logging.…
Private Information Retrieval for Privacy-Preserving Analytics
Implement and benchmark PIR schemes for private queries (cryptographic privacy research - not crypto-currency). You will learn protocol analysis and performance measurement.…
Malware Behaviour Clustering with Risk Scoring
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn error analysis, ablation studies and literature review methods.…
API Abuse Detection in SaaS Platforms — Framework and Benchmark Study
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn research methodology, benchmark design and technical paper writing.…
A Framework for Malware Behaviour Clustering with Automated Backups
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn baseline comparison, research methodology and error analysis.…
Privacy-Preserving Analytics for Health Data — Comparative Evaluation
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn research methodology, ablation studies and experimental design.…
A Framework for Encrypted Traffic Classification with Threat Alerts
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn statistical significance testing, research methodology and error analysis.…
Container Image Vulnerability Prioritisation — Comparative Evaluation
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn error analysis, literature review methods and baseline comparison.…
Ransomware Early Containment — Comparative Evaluation
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn technical paper writing, baseline comparison and research methodology.…
Malware Behaviour Clustering — Design and Evaluation
Study the problem, build the proposed method and evaluate it rigorously with sandboxed Analysis. You will learn technical paper writing, baseline comparison and experimental design.…
Secure Firmware Update for Field Devices — Comparative Evaluation
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn baseline comparison, statistical significance testing and research methodology.…
Side-Channel Leakage in Shared Labs — Design and Evaluation
Study the problem, build the proposed method and evaluate it rigorously with automated Backups. You will learn technical paper writing, ablation studies and statistical significance testing.…
Zero-Trust Access for Campus Networks — Comparative Evaluation
Study the problem, build the proposed method and evaluate it rigorously with vulnerability Reports. You will learn research methodology, reproducible experiment design and statistical significance testing.…
Supply-Chain Risk of Open-Source Dependencies: Methods, Design and Evaluation
Study the problem, build the proposed method and evaluate it rigorously with vulnerability Reports. You will learn research methodology, literature review methods and error analysis.…
Encrypted Traffic Classification — Design and Evaluation
Study the problem, build the proposed method and evaluate it rigorously with encrypted Storage. You will learn error analysis, baseline comparison and ablation studies.…
Supply-Chain Risk of Open-Source Dependencies with Role-Based Policies
Study the problem, build the proposed method and evaluate it rigorously with role-based Policies. You will learn baseline comparison, research methodology and technical paper writing.…
Supply-Chain Risk of Open-Source Dependencies with Audit Logging
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn reproducible experiment design, literature review methods and baseline comparison.…
A Framework for Side-Channel Leakage in Shared Labs with Encrypted Storage
Study the problem, build the proposed method and evaluate it rigorously with encrypted Storage. You will learn reproducible experiment design, baseline comparison and ablation studies.…
IoT Firmware Vulnerability — Framework and Benchmark Study
Study the problem, build the proposed method and evaluate it rigorously with incident Timelines. You will learn experimental design, reproducible experiment design and ablation studies.…
A Framework for Encrypted Traffic Classification with Session Monitoring
Study the problem, build the proposed method and evaluate it rigorously with session Monitoring. You will learn research methodology, technical paper writing and reproducible experiment design.…
Ransomware Early Containment — Framework and Benchmark Study
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn technical paper writing, experimental design and error analysis.…
A Framework for Malware Behaviour Clustering with Incident Timelines
Study the problem, build the proposed method and evaluate it rigorously with incident Timelines. You will learn reproducible experiment design, research methodology and error analysis.…
Insider Threat from UEBA Signals — Comparative Evaluation
Study the problem, build the proposed method and evaluate it rigorously with role-based Policies. You will learn literature review methods, statistical significance testing and technical paper writing.…
Threat Hunting in Windows Event Logs: Methods, Design and Evaluation
Study the problem, build the proposed method and evaluate it rigorously with threat Alerts. You will learn technical paper writing, experimental design and research methodology.…
Malware Behaviour Clustering with Vulnerability Reports
Study the problem, build the proposed method and evaluate it rigorously with vulnerability Reports. You will learn literature review methods, technical paper writing and statistical significance testing.…
API Abuse Detection in SaaS Platforms: Methods, Design and Evaluation
Study the problem, build the proposed method and evaluate it rigorously with threat Alerts. You will learn research methodology, ablation studies and error analysis.…
Phishing Kit Infrastructure Tracking with Vulnerability Reports
Study the problem, build the proposed method and evaluate it rigorously with vulnerability Reports. You will learn research methodology, benchmark design and statistical significance testing.…
Container Image Vulnerability Prioritisation — Framework and Benchmark Study
Study the problem, build the proposed method and evaluate it rigorously with encrypted Storage. You will learn benchmark design, baseline comparison and experimental design.…
A Framework for Secure Firmware Update for Field Devices with Automated Backups
Study the problem, build the proposed method and evaluate it rigorously with automated Backups. You will learn error analysis, technical paper writing and statistical significance testing.…
Malware Behaviour Clustering with Role-Based Policies
Study the problem, build the proposed method and evaluate it rigorously with role-based Policies. You will learn error analysis, statistical significance testing and research methodology.…
Threat Hunting in Windows Event Logs with Incident Timelines
Study the problem, build the proposed method and evaluate it rigorously with incident Timelines. You will learn experimental design, ablation studies and research methodology.…
A Framework for Insider Threat from UEBA Signals with Risk Scoring
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn literature review methods, benchmark design and experimental design.…
Ransomware Early Containment with Incident Timelines
Study the problem, build the proposed method and evaluate it rigorously with incident Timelines. You will learn research methodology, reproducible experiment design and statistical significance testing.…
Phishing Kit Infrastructure Tracking with Risk Scoring
Study the problem, build the proposed method and evaluate it rigorously with risk Scoring. You will learn error analysis, technical paper writing and benchmark design.…
Phishing Kit Infrastructure Tracking — Comparative Evaluation
Study the problem, build the proposed method and evaluate it rigorously with automated Backups. You will learn benchmark design, research methodology and ablation studies.…
A Framework for Phishing Kit Infrastructure Tracking with Incident Timelines
Study the problem, build the proposed method and evaluate it rigorously with incident Timelines. You will learn reproducible experiment design, benchmark design and research methodology.…
A Framework for Zero-Trust Access for Campus Networks with Role-Based Policies
Study the problem, build the proposed method and evaluate it rigorously with role-based Policies. You will learn technical paper writing, literature review methods and research methodology.…
A Framework for Zero-Trust Access for Campus Networks with Automated Backups
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn error analysis, research methodology and ablation studies.…
Encrypted Traffic Classification with Vulnerability Reports
Study the problem, build the proposed method and evaluate it rigorously with vulnerability Reports. You will learn baseline comparison, experimental design and technical paper writing.…
IoT Firmware Vulnerability with Audit Logging
Study the problem, build the proposed method and evaluate it rigorously with audit Logging. You will learn baseline comparison, literature review methods and error analysis.…
Side-Channel Leakage in Shared Labs with Role-Based Policies
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn error analysis, experimental design and statistical significance testing.…
Threat Hunting in Windows Event Logs with Multi-Factor Authentication
Study the problem, build the proposed method and evaluate it rigorously with multi-factor Authentication. You will learn baseline comparison, technical paper writing and experimental design.…
A Framework for Insider Threat from UEBA Signals with Multi-Factor Authentication
Study the problem, build the proposed method and evaluate it rigorously with multi-factor Authentication. You will learn benchmark design, literature review methods and baseline comparison.…
Phishing Kit Infrastructure Tracking with Session Monitoring
Study the problem, build the proposed method and evaluate it rigorously with session Monitoring. You will learn literature review methods, benchmark design and baseline comparison.…
A Framework for Encrypted Traffic Classification with Multi-Factor Authentication
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn ablation studies, error analysis and statistical significance testing.…
Privacy-Preserving Analytics for Health Data with Role-Based Policies
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn baseline comparison, literature review methods and experimental design.…
A Framework for Supply-Chain Risk of Open-Source Dependencies with Encrypted Storage
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn statistical significance testing, baseline comparison and literature review methods.…
Encrypted Traffic Classification with Compliance Checklists
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn baseline comparison, benchmark design and reproducible experiment design.…
IoT Firmware Vulnerability with Risk Scoring
Study the problem, build the proposed method and evaluate it rigorously with risk Scoring. You will learn ablation studies, benchmark design and experimental design.…
Phishing Kit Infrastructure Tracking with Audit Logging
Study the problem, build the proposed method and evaluate it rigorously with audit Logging. You will learn research methodology, experimental design and baseline comparison.…
A Framework for Side-Channel Leakage in Shared Labs with Multi-Factor Authentication
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn literature review methods, research methodology and technical paper writing.…
Zero-Trust Access for Campus Networks with Multi-Factor Authentication
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn literature review methods, technical paper writing and research methodology.…
ML-Based Android Malware Detection with Static and Dynamic Features
Detect malware by combining app structure with runtime behaviour. You will learn mobile security, feature engineering and detection evaluation.…
Threat Hunting with Behavioural Analytics and UEBA
Build hunts that find insider and compromised-account behaviour in telemetry. You will learn threat hunting methodology, behavioural baselines and detection design.…
Secure Software Supply Chain: SBOM and Provenance Study
Implement supply-chain security end to end and study what it actually catches. You will learn supply chain security, provenance systems and DevSecOps research.…
Privacy Risk Assessment of Mobile Apps at Scale
Assess thousands of apps for data collection that contradicts their policies. You will learn privacy measurement, large-scale analysis and policy research.…
Intrusion Detection for CAN Bus Networks in Connected Vehicles
Detect injected messages on vehicle networks before they reach actuators. You will learn automotive security, anomaly detection and testbed design.…
Deception Technology: Adaptive Honeypots with ML
Build honeypots that adapt to attacker behaviour to learn more, safely. You will learn deception engineering, attacker analytics and research ethics.…
Secure Multiparty Computation for Joint Fraud Analytics
Let banks hunt fraud together without sharing customer data, using MPC. You will learn applied MPC, privacy-preserving analytics and protocol performance.…
LLM-Assisted Vulnerability Discovery: Precision Study
Measure how precise LLM vulnerability reports are against expert ground truth. You will learn security evaluation, LLM tooling and triage economics.…
Ransomware Early Detection with File System Behaviour Monitoring
Catch ransomware in its first seconds from file behaviour, before damage spreads. You will learn detection engineering, behaviour modelling and safe evaluation.…
Authentication Protocol Analysis with Formal Verification
Formally verify an authentication protocol and demonstrate the flaws found. You will learn formal methods, protocol design and security proof practice.…
Side-Channel Attacks on Cloud Tenants: Mitigation Study
Study cross-tenant leakage in shared cloud hardware and evaluate mitigations. You will learn microarchitectural security, isolation design and measurement.…
Digital Evidence Integrity with Hash-Chained Storage
Build evidence storage whose integrity any court can verify - no blockchain required. You will learn evidence handling, hash-chain design and forensic process.…