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Information Theory Inspired Pattern Analysis for Time-series Data


Feb 22, 2023
Yushan Huang, Yuchen Zhao, Alexander Capstick, Francesca Palermo, Hamed Haddadi, Payam Barnaghi

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Using Entropy Measures for Monitoring the Evolution of Activity Patterns


Oct 05, 2022
Yushan Huang, Yuchen Zhao, Hamed Haddadi, Payam Barnaghi

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SoK: Machine Learning with Confidential Computing


Aug 22, 2022
Fan Mo, Zahra Tarkhani, Hamed Haddadi

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* Survey paper 

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Privacy-Aware Adversarial Network in Human Mobility Prediction


Aug 09, 2022
Yuting Zhan, Hamed Haddadi, Afra Mashhadi

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* 15 pages, PoPETs'23, July 10--14, 2023, Lausanne, Switzerland. arXiv admin note: substantial text overlap with arXiv:2201.07519 

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FIB: A Method for Evaluation of Feature Impact Balance in Multi-Dimensional Data


Jul 10, 2022
Xavier F. Cadet, Sara Ahmadi-Abhari, Hamed Haddadi

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Distributed data analytics


Mar 26, 2022
Richard Mortier, Hamed Haddadi, Sandra Servia, Liang Wang

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* Accepted as Chapter 8 of "Privacy by Design for the Internet of Things: Building accountability and security" 

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Towards Battery-Free Machine Learning and Inference in Underwater Environments


Feb 16, 2022
Yuchen Zhao, Sayed Saad Afzal, Waleed Akbar, Osvy Rodriguez, Fan Mo, David Boyle, Fadel Adib, Hamed Haddadi

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* 6 pages, HotMobile '22, March 9-10, 2022, Tempe, AZ, USA 

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Privacy-Aware Human Mobility Prediction via Adversarial Networks


Jan 19, 2022
Yuting Zhan, Alex Kyllo, Afra Mashhadi, Hamed Haddadi

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Rapid IoT Device Identification at the Edge


Oct 26, 2021
Oliver Thompson, Anna Maria Mandalari, Hamed Haddadi

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* 2nd Workshop on Distributed Machine Learning, co-located with CoNEXT 2021 

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Multimodal Federated Learning


Sep 10, 2021
Yuchen Zhao, Payam Barnaghi, Hamed Haddadi

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