Engineering & Medical Student Projects
5000 projects · Page 154 of 209
Contrastive Learning for Product Search with Anomaly Flags
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn error analysis, benchmark design and reproducible experiment design.…
Retrieval-Augmented Support Automation with Model Retraining Pipeline
Study the problem, build the proposed method and evaluate it rigorously with model Retraining Pipeline. You will learn ablation studies, error analysis and benchmark design.…
Streaming ETL for IoT Telemetry with Schema Registry and Data Quality Gates
Build telemetry ingestion that rejects bad data at the gate instead of downstream. You will learn schema evolution, contract enforcement and streaming quality patterns.…
Bias Auditing of Screening Models with Report Generation
Study the problem, build the proposed method and evaluate it rigorously with report Generation. You will learn ablation studies, reproducible experiment design and benchmark design.…
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.…
Graph Analytics for Money-Laundering Pattern Detection
Build detection for layering patterns - cycles, fan-outs and shared intermediaries - in transaction graphs. You will learn graph modelling, AML typologies and investigator tooling.…
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.…