Imperial College London

Mohammad Malekzadeh

Faculty of EngineeringDepartment of Electrical and Electronic Engineering

Research Associate
 
 
 
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Contact

 

m.malekzadeh

 
 
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Location

 

10-12 Prince's GardensSouth Kensington Campus

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Summary

 

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, Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security (CCS ’21)

More Publications