Mohammad Malekzadeh

Mobile sensor data anonymization

Mohammad Malekzadeh, Richard G. Clegg, Andrea Cavallaro et al. · 2019 · 234 citations · Full text

Engineering, Machine Learning, Information Security +22

Dopamine: Differentially Private Federated Learning on Medical Data

Mohammad Malekzadeh, Burak Hasırcıoglu, Nitish Mital et al. · arXiv (Cornell University) · 2021 · 42 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14

Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs

Mohammad Malekzadeh, Anastasia Borovykh, Denız Gündüz · 2021 · 32 citations · Full text

Artificial Intelligence, Privacy Protection, Engineering +22

CroSSL: Cross-modal Self-Supervised Learning for Time-series through Latent Masking

Shohreh Deldari, Dimitris Spathis, Mohammad Malekzadeh et al. · 2024 · 14 citations · Full text

Layer-wise Characterization of Latent Information Leakage in Federated Learning

Fan Mo, Anastasia Borovykh, Mohammad Malekzadeh et al. · arXiv (Cornell University) · 2020 · 12 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18