Publications

2021

Fan Mo, Hamed Haddadi, Kleomenis Katevas, Eduard Marin, Diego Perino, Nicolas Kourtellis. “PPFL: Privacy-preserving Federated Learning with Trusted Execution Environments.” Accepted to ACM MobiSys 2021, Mars, Solar System, Milky Way, June 2021. Paper, Codes (ssssshhh, highly scored!)

Fan Mo, Anastasia Borovykh, Mohammad Malekzadeh, Hamed Haddadi, Soteris Demetriou. “Layer-wise Characterization of Latent Information Leakage in Federated Learning”. ICLR Workshop - Distributed and Private Machine Learning, 2021. Paper

2020

Fan Mo, Anastasia Borovykh, Mohammad Malekzadeh, Hamed Haddadi, Soteris Demetriou. “Layer-wise Characterization of Latent Information Leakage in Federated Learning”. arXiv preprint. Paper

Fan Mo, and Jia Zhou. “Adapting smartwatch interfaces to hand gestures during movements: Offset models and the C-shaped pattern of tapping”. Journal of Ambient Intelligence and Humanized Computing (2020). Paper, Code and data, Chinese Invention Grant - Eng. , 发明专利 - 中文, (Impact Factor: 6.324)

Fan Mo, Ali Shahin Shamsabadi, Kleomenis Katevas, Soteris Demetriou, Ilias Leontiadis, Andrea Cavallaro, Hamed Haddadi. “DarkneTZ: Towards Model Privacy on the Edge using Trusted Execution Environments”. ACM MobiSys 2020, Toronto, Canada, June 2020. arXiv, Codes, Video (Acceptance Rate: 19.4%)

2019

Fan Mo, Ali Shahin Shamsabadi, Kleomenis Katevas, Andrea Cavallaro, and Hamed Haddadi. “Towards Characterizing and Limiting Information Exposure in DNN Layers.” arXiv, CCS Poster Extended Abstract, 2019. arXiv

Fan Mo, and Hamed Haddadi. “Efficient and private Federated Learning using TEE.” EuroSys 2019 March 2019, Dresden, Germany (poster, extended abstract)

2018

Fan Mo, Shiquan Xiong, Shuping Yi, Qian Yi, and Anchuan Zhang. “Authentication Using Users’ Mouse Behavior in Uncontrolled Surroundings.” Intelligent Computing and Internet of Things, pp. 121-132. Springer, Singapore. 2018.

Fan Mo, Jia Zhou, Michal Kosinski, and David Stillwell. “Usage patterns and social circles on Facebook among elderly people with diverse personality traits.” Educational Gerontology 44, no. 4 (2018): 265-275. paper

Fan Mo, and Jia Zhou. “The influence of menu structure and layout on usability of smartwatches.” International Journal of Mobile Human Computer Interaction (IJMHCI) 10, no. 1 (2018): 1-22. paper

2017

Fan Mo, Jia Zhou, and Shuping Yi. “Adapting the Navigation Interface of Smart Watches to User Movements.” International Journal of Human–Computer Interaction 33, no. 6 (2017): 460-474. paper

Fan Mo, Cong Shen, Jia Zhou, and Michael M. Khonsari. “Statistical analysis of surface texture performance with provisions with uncertainty in texture dimensions.” IEEE Access 5 (2017): 5388-5398. paper

Fan Mo, Cong Shen, Jia Zhou, and Michael M. Khonsari. “Statistical Analysis of the Influence of Imperfect Texture Shape and Dimensional Uncertainty on Surface Texture Performance.” IEEE Access 5 (2017): 27023-27035. paper

Jincheng Huang, Jia Zhou, Guangji Liao, Fan Mo, and Huilin Wang. “Investigation of Chinese students’ O2O shopping through multiple devices.” Computers in Human Behavior 75 (2017): 58-69. paper

Fan Mo, Jia Zhou, and Shuping Yi. “How to Enhance Intergenerational Communication? The Influence of Family Orientation and Generation When Using Social Robots as an Intermediary.” In International Conference on Human Aspects of IT for the Aged Population, pp. 348-359. Springer, Cham, 2017. (Presentation at Vancouver, Canada).

2016

Guangji Liao, Jia Zhou, Jincheng Huang, Fan Mo, Huilin Wang, and Shuping Yi. “Design and evaluation of smart mobile services for cross-channel shopping.” Mobile Information Systems 2016 (2016). paper

Fan Mo, Shuping Yi, and Jia Zhou. “Effect of icon amount and visual density on usability of smartwatches.” In International Conference on Human Aspects of IT for the Aged Population, pp. 466-477. Springer, Cham, 2016. (Presentation at Toronto, Canada).