About Me

I started my PhD in Computer Science at Queen Mary University of London in January 2017 as a member of Centre for Intelligent Sensing under the supervision of Prof. Andrea Cavallaro and Dr. Richard G. Clegg, supported by Life Sciences Institute. I am also visiting Dr. Hamed Haddadi at Imperial College London as a member of DataboxProject, an EPSRC project on privacy-aware personal data platform. My research focuses on machine learning architectures for privacy-preserving sensor data analytics, particularly for time-series data generated by the portable and wearable devices. Please download my CV for more information.

Download CV

Publications

◉ Privacy and Utility Preserving Sensor-Data Transformations

[PDF]. [Code]

Mohammad Malekzadeh, Richard G. Clegg, Andrea Cavallaro, and Hamed Haddadi.
• Pervasive and Mobile Computing (PMC) Journal, Elsevier.

◉ Privacy-Preserving Bandits

[PDF]. [Code and Data]

Mohammad Malekzadeh, Dimitrios Athanasakis, Hamed Haddadi, and Benjamin Livshits
• Conference on Machine Learning and Systems (MLSys 2020).

(Preprint)

◉ Modeling and Forecasting Art Movements with CGANs

[PDF]. [Code]

Edoardo Lisi, Mohammad Malekzadeh, Hamed Haddadi, F. Din-Houn Lau, Seth Flaxman.
•

◉ Mobile Sensor Data Anonymization

[PDF]. [Dataset & Code]

Mohammad Malekzadeh, Richard G. Clegg, Andrea Cavallaro, and Hamed Haddadi.
• ACM/IEEE International Conference on Internet-of-Things Design and Implementation (IoTDI '19), April 15-18, 2019. Montreal, Canada.

◉ Protecting Sensory Data against Sensitive Inferences

[PDF]. [Dataset & Code]

Mohammad Malekzadeh, Richard G. Clegg, Andrea Cavallaro, and Hamed Haddadi.
• In Proceedings of the 1st EuroSys Workshop on Privacy by Design in Distributed Systems (W-P2DS 2018), April 23, 2018, Porto, Portugal.

◉ Replacement AutoEncoder: A Privacy-Preserving Algorithm for Sensory Data Analysis

[PDF]. [Code]

Mohammad Malekzadeh, Richard G. Clegg, and Hamed Haddadi.
• ACM/IEEE International Conference on Internet-of-Things Design and Implementation (IoTDI '18), 17-20 April, 2018, Orlando, Florida, U.S.A.

◉ Technical Report : Fairness in Algorithmic Decision Making

[PDF]

Paul-Marie Carfantan, Omar Costilla-Reyes, Delia Fuhrmann, Jonas Glesaaen, Qi He, Andreas Kirsch, Julie Lee, Mohammad Malekzadeh, Esben Sørig, Caryn Tan, Emily Turner; Vinh Quang.
• Data Study Group team. (2019, February 5). Data Study Group Final Report: Accenture. Zenodo.

◉ Towards Privacy-Preserving IoT Data Publishing

[PDF].[Slides]

Mohammad Malekzadeh and Hamed Haddadi.
• 11th Eurosys Doctoral Workshop (EuroDW’17) ,Belgrade, Serbia, April 23, 2017.

◉ Gamified Incentives: A Badge Recommendation Model to Improve User Engagement in Social Networking Websites

[PDF].[Code].[Data]

Reza Gharibi and Mohammad Malekzadeh.
• International Journal of Advanced Computer Science and Applications(IJACSA), 8(5), 2017.

◉ A Multi-Generational Social Learning Model: the Effect of Information Cascade on Aggregate Welfare

[PDF]

Marziyeh Barghandan, Mohammad Malekzadeh, Atefeh Safdel and Iren Mazloomzadeh.
• The 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2014, Beijing, China. August 17-20, 2014.

◉ Social Balance and Signed Network Formation Games

[PDF]

Mohammad Malekzadeh, MohammadAmin Fazli, Pooya Jalaly Khalilabadi, Hamid R. Rabiee, MohammadAli Safari.
• The 5th SNA-KDD Workshop ’11 (SNA-KDD’11), San Diego CA, USA, August 21, 2011.

◉ Persian CAPTCHA system to prevent automatic subscribing of software robots in web pages

[PDF](Persian)

Mohammad Malekzadeh and Mehdy Bohlool.
• 13th National CSI Computer Science ,Kish, Iran,2008.

News, Awards, Honors, etc.


◆ [OCT-2019] I was awarded a grant of £290 covering registration to Privacy Preserving Machine Learning workshop at CCS conference in London.

◆ [JUN-2019] I started my PhD internship at Brave Research in London.

◆ [OCT-2018] Our team earned first place in Imperial College AIHack 2018

◆ [APR-2018] I was accepted on to the Alan Turing Institute Data Study Group, covering all the travelling and accomodation expenses.

◆ [APR-2018] I was awarded a grant covering registration to EuroSys conference, Porto, Portugal.

◆ [MAR-2018] I was accepted on to the 2nd CommNet2 PhD Spring School , covering all the travelling and accomodation expenses, March.

◆ [DEC-2017] I was awarded a $30000 grant of Microsoft Azure for Research storage and compute for one year in 2018.

◆ [APR-2017] I was awarded a grant of $500 covering travel to EuroSys conference, Belgrade, Serbia.

◆ [JAN-2017] I was awarded a full Ph.D. studentship, to work on privacy-preserving personal data analytics, from Queen Mary University of London, Life Sciences Initiative

◆ [APR-2015] I co-founded shanab.pgu.ac.ir as a social media platform to connect people in academia and industry in Bushehr.

◆ [JUN-2014] I was ranked 1th among more than 30 faculty members of engineering department at Persian Gulf University as the best teacher of the year, 2014.

◆ [JAN-2013] I co-founded Information and Communication Institute at Persian Gulf University .

◆ [JAN-2012] I started my job at Persian Gulf University as a Researcher and Lecturer in Computer Engineering.

◆ [SEP-2009] I started studying for a master's degree in Computer Engineering at Sharif University of Technology .

◆[AUG-2009] I was ranked 10th among more than 10,000 participants taking part in the M.Sc. entrance exam of IT Engineering in Iran, 2009.

◆ [JUN-2008] I was ranked 2th among more than 50 computer engineering students during the bachelor's degree at Shahid Chamran University of Ahvaz.

◆ [SEP-2004] I started studying Computer Engineering at Shahid Chamran University of Ahvaz .


Services and Experiences

◇ External Reviewer: Nature Communications , World Wide Web Journal , The Web Conference .
◇ Program Committee: AMV2018 .
◇ Shadow PC: EuroSys2018 .

Contact Details

Email:
 m.<my_last_name> (at) qmul.ac.uk

Address:
1st floor, Observatory Building, Dyson School of Design Engineering,
Imperial College London, South Kensington Campus. London SW7 2AZ.
OR
CS440, School of Electronic Engineering and Computer Science,
Peter Landin Building, Queen Mary University of London, London E1 4FZ.

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