2019-2025

Honeywords Generation project

2023-now

Privacy-Preserving Patient Monitoring Project

2023-now

Privacy-Preserving Medical Data Analysis

Final Project/Thesis Topics for Students

Send me an email if you are interested

Federated Learning for Mortality Prediction of Patients with Breast Cancer

- Dataset: https://www.kaggle.com/datasets/raghadalharbi/breast-cancer-gene-expression-profiles-metabric

- Federated Learning: https://federated.withgoogle.com/ https://www.tensorflow.org/federated

Federated Learning for Fraudulent Website Detection

- Dataset: https://data.mendeley.com/datasets/72ptz43s9v/1

- Federated Learning: https://federated.withgoogle.com/ https://www.tensorflow.org/federated

Privacy-Preserving Video-Based Activity Recognition for Elderly Care Monitoring

- Differential Privacy: https://privacytools.seas.harvard.edu/differential-privacy https://github.com/IBM/differential-privacy-libraryfederated

Privacy Preference for Elderly Care Monitoring

- VIBE: Video Inference for Human Body Pose and Shape Estimation: https://github.com/mkocabas/VIBE

- HuMoR: 3D Human Motion Model for Robust Pose Estimation: https://github.com/davrempe/humor

Differential Privacy for Fraudulent Website Detection

- Dataset: https://data.mendeley.com/datasets/72ptz43s9v/1

- Differential Privacy: https://privacytools.seas.harvard.edu/differential-privacy https://github.com/IBM/differential-privacy-libraryfederated