Seyed Ali Osia, Ali Shahin Shamsabadi, Ali Taheri, Hamid R. Rabiee, Nicholas D. Lane, Hamed Haddadi. (March 2017). "A Hybrid Deep Learning Architecture for Privacy-Preserving Mobile Analytic." ArXiv 1. 1(1).
Ali Shahin Shamsabadi, Massoud Babaie-Zadeh, Seyyede Zohreh Seyyedsalehi, Hamid R Rabiee, Christian Jutten. (August 2017). "A New Algorithm for Training Sparse Autoencoders." 25th European Signal Processing Conference (EUSIPCO) 1. 1(2).
Seyed Ali Osia, Ali Shahin Shamsabadi, Ali Taheri, Kleomenis Katevas, Hamid R. Rabiee, Nicholas D. Lane, Hamed Haddadi. (October 2017). "Privacy-Preserving Deep Inference for Rich User Data on The Cloud." ArXiv. 1710.01727.
Seyed Ali Osia, Ali Taheri, Ali Shahin Shamsabadi, Kleomenis Katevas, Hamed Haddadi, Hamid R. Rabiee. (Feb 2018). "Deep Private-Feature Extraction." IEEE Transactions on Knowledge and Data Engineering.
Seyed Ali Osia, Ali Shahin Shamsabadi, Ali Taheri, Hamid R. Rabiee, Hamed Haddadi. "Private and Scalable Personal Data Analytics using Hybrid Edge-Cloud Deep Learning." IEEE Computer, Special Issue on Mobile and Embedded Deep Learning, May 2018.
Ali Shahin Shamsabadi, Hamed Haddadi, Andrea Cavallaro. "Distributed One-Class Learning." 25th IEEE International Conference on Image Processing (ICIP), October 7-10, 2018, Athens, Greece.
Poonam Yadav, John Moore, Qi Li, Richard Mortier, Anthony Brown, Andy Crabtree, Chris Greenhalgh, Derek McAuley, Yousef Amar, Ali Shahin Shamsabadi, Hamed Haddadi. "Providing Occupancy as a Service with Databox." The 1st ACM International Workshop on Smart Cities and Fog Computing (CitiFog), November 4, 2018, Shenzhen, China.
Chau Yi Li*, Ali Shahin Shamsabadi*, Ricardo Sanchez-Matilla*, Riccardo Mazzon, Andrea Cavallaro. "SCENE PRIVACY PROTECTION." IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 12-17, 2019, Brighton, UK.
(*=authors contributing equally)
Nitin Agrawal*, Ali Shahin Shamsabadi*, Matt J. Kusner, Adrià Gascón. "QUOTIENT: Two-Party Secure Neural Network Training and Prediction." ACM Conference on Computer and Communications Security (CCS), November 11-15, 2019, London, UK.
(*=authors contributing equally)
Ali Shahin Shamsabadi, Adria Gascon, Hamed Haddadi, Andrea Cavallaro. "PrivEdge: From Local to Distributed Private Training and Prediction." IEEE Transactions on Information Forensics and Security (TIFS), April, 2020.
Ali Shahin Shamsabadi, Changjae Oh, Andrea Cavallaro. "EdgeFool: An Adversarial Image Enhancement Filter." IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 4-8, 2020, Barcelona, Spain.
Ali Shahin Shamsabadi, Ricardo Sanchez-Matilla, Andrea Cavallaro. "ColorFool: Semantic Adversarial Colorization." IEEE Conference on Computer Vision and Pattern Recognition (CVPR), May 14-19, 2020, Seattle, Washington, US.
Poster at 25th European Signal Processing Conference (EUSIPCO), 2017, Kos island, Greece
Presentation at Summer school, 2018, Centre for Intelligent Sensing, Queen Mary University of London
Presentation at Alan Turing Institute, 2018, Alan Turing Institute, London
Presentation at International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020, Virtual