Doctorante UCL
I joined UCLouvain as a doctoral candidate in Distributed Computing, in Sep 2016. My current research is focused on user privacy issues in the IoT ecosystem, particularly privacy issues in healthcare data analytics. I obtained my Master degree in Distributed Computing from UPC BarcelonaTech (Spain) and KTH Royal Institute of Technology (Sweden) in 2015. Afterwards, I worked at Barcelona Supercomputing Center (Spain) as a junior developer in Autonomic Systems and e-Business Platforms group. Apart from that, I have a background in computer engineering and hence enjoy working on both hardware and software related projects!
I can be reached at sana.imtiaz@uclouvain.be
Fall 2016 - Cloud Computing (LINGI2145) - Lab Instructor
Spring 2018 - Cloud Computing (LINGI2145) - Lab Instructor
User privacy in Internet of Things (IoT)
Distributed Systems
Cloud Computing
Big data analytics
Imtiaz, Sana ; Tania, Zannatun N. ; Nazeer Chaudhry, Hassan ; Arsalan, Muhammad ; Sadre, Ramin ; Vlassov, Vladimir. Machine Learning with Reconfigurable Privacy on Resource-Limited Computing Devices. 2021 IEEE Intl Conf ISPA/BDCloud/SocialCom/SustainCom (New York City, NY, USA, du 30/9/2021 au 3/10/2021). In: 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing &, 2021. 978-1-6654-3574-1. doi:10.1109/ispa-bdcloud-socialcom-sustaincom52081.2021.00213.
Imtiaz, Sana ; Matthies, Philipp ; Pinto, Francisco ; Maros, Máté ; Wenz, Holger ; Sadre, Ramin ; Vlassov, Vladimir. PyDPLib: Python Differential Privacy Library for Private Medical Data Analytics. 2021 IEEE International Conference on Digital Health (ICDH) (Chicago, IL, USA, du 5/9/2021 au 10/9/2021). In: 2021 IEEE International Conference on Digital Health (ICDH), 2021. 978-1-6654-1685-6, p. 191-196. doi:10.1109/icdh52753.2021.00034.
Imtiaz, Sana ; Arsalan, Muhammad ; Vlassov, Vladimir ; Sadre, Ramin. Synthetic and Private Smart Health Care Data Generation using GANs. 2021 International Conference on Computer Communications and Networks (ICCCN) (Athens, Greece, du 19/7/2021 au 22/7/2021). In: Computer Communications and Networks (ICCCN), 2021 International Conference on, 2021. 978-1-6654-1278-0. doi:10.1109/icccn52240.2021.9522203.
Imtiaz, Sana ; Horchidan, Sonia-Florina ; Abbas, Zainab ; Arsalan, Muhammad ; Chaudhry, Hassan Nazeer ; Vlassov, Vladimir. Privacy Preserving Time-Series Forecasting of User Health Data Streams. 2020 IEEE International Conference on Big Data (Big Data) (Atlanta, GA, USA, du 10/12/2020 au 13/12/2020). In: 2020 IEEE International Conference on Big Data (Big Data) (2020 IEEE International Conference on Big Data (Big Data); -), 2020. 978-1-7281-6251-5 . doi:10.1109/bigdata50022.2020.9378186.
Imtiaz, Sana ; Sadre, Ramin ; Vlassov, Vladimir. On the Case of Privacy in the IoT Ecosystem: A Survey. IEEE Green Computing and Communications (GreenCom), IEEE Cyber, Physical and Social Computing (CPSCom), IEEE Smart Data (S (Atlanta, GA, USA, du 14/7/2019 au 17/7/2019). In: IEEE Green Computing and Communications (GreenCom), IEEE Cyber, Physical and Social Computing (CPSCom), IEEE Smart Data (S, IEEE, 2019. 9781728129808. doi:10.1109/ithings/greencom/cpscom/smartdata.2019.00177.
