Summary
I am a Postdoctoral Researcher working on {Machine | Deep | Federated | Privacy-Preserving} Learning at Information Processing and Communications Lab at Imperial College London working on reliable and privacy-preserving federated learning on the edge devices, with Prof. Deniz Gunduz.
Please visit my homepage at: https://mmalekzadeh.github.io
Publications
Journals
Malekzadeh M, Clegg R, Cavallaro A, et al. , 2021, DANA: Dimension-Adaptive Neural Architecture for Multivariate Sensor Data, Acm Journal on Interactive, Mobile, Wearable and Ubiquitous Technologies (imwut)
Lisi E, Malekzadeh M, Haddadi H, et al. , 2020, Modeling and forecasting art movements with CGANs, Royal Society Open Science, Vol:7, ISSN:2054-5703
Conference
Malekzadeh M, Borovykh A, Gunduz D, Honest-but-curious nets: sensitive attributes of private inputs can be secretly coded into the classifiers' outputs, ACM CCS 2021, ACM