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