Hamed Haddadi

Hamed Haddadi

Imperial College London

H-index: 50

Europe-United Kingdom

About Hamed Haddadi

Hamed Haddadi, With an exceptional h-index of 50 and a recent h-index of 40 (since 2020), a distinguished researcher at Imperial College London, specializes in the field of Systems, Networks, ML, Privacy.

His recent articles reflect a diverse array of research interests and contributions to the field:

Towards Low-Energy Adaptive Personalization for Resource-Constrained Devices

Machine Learning with Confidential Computing: A Systematization of Knowledge

MELTing point: Mobile Evaluation of Language Transformers

MicroT: Low-Energy and Adaptive Models for MCUs

Confidential-DPproof: Confidential Proof of Differentially Private Training

Analyzing entropy features in time-series data for pattern recognition in neurological conditions

A Study on the Reliability of Automatic Dysarthric Speech Assessments

Feedback to the European Data Protection Board's Guidelines 2/2023 on Technical Scope of Art. 5 (3) of ePrivacy Directive

Hamed Haddadi Information

University

Position

___

Citations(all)

13748

Citations(since 2020)

7655

Cited By

8921

hIndex(all)

50

hIndex(since 2020)

40

i10Index(all)

114

i10Index(since 2020)

91

Email

University Profile Page

Imperial College London

Google Scholar

View Google Scholar Profile

Hamed Haddadi Skills & Research Interests

Systems

Networks

ML

Privacy

Top articles of Hamed Haddadi

Title

Journal

Author(s)

Publication Date

Towards Low-Energy Adaptive Personalization for Resource-Constrained Devices

Yushan Huang

Josh Millar

Yuxuan Long

Yuchen Zhao

Hamed Haddadi

2024/3/23

Machine Learning with Confidential Computing: A Systematization of Knowledge

Fan Mo

Zahra Tarkhani

Hamed Haddadi

2023/4/3

MELTing point: Mobile Evaluation of Language Transformers

arXiv preprint arXiv:2403.12844

Stefanos Laskaridis

Kleomenis Kateveas

Lorenzo Minto

Hamed Haddadi

2024/3/19

MicroT: Low-Energy and Adaptive Models for MCUs

arXiv preprint arXiv:2403.08040

Yushan Huang

Ranya Aloufi

Xavier Cadet

Yuchen Zhao

Payam Barnaghi

...

2024/3/12

Confidential-DPproof: Confidential Proof of Differentially Private Training

Ali Shahin Shamsabadi

Gefei Tan

Tudor Ioan Cebere

Aurélien Bellet

Hamed Haddadi

...

2024/5

Analyzing entropy features in time-series data for pattern recognition in neurological conditions

Artificial Intelligence in Medicine

Yushan Huang

Yuchen Zhao

Alexander Capstick

Francesca Palermo

Hamed Haddadi

...

2024/2/22

A Study on the Reliability of Automatic Dysarthric Speech Assessments

arXiv preprint arXiv:2306.04337

Xavier F Cadet

Ranya Aloufi

Sara Ahmadi-Abhari

Hamed Haddadi

2023/6/7

Feedback to the European Data Protection Board's Guidelines 2/2023 on Technical Scope of Art. 5 (3) of ePrivacy Directive

arXiv preprint arXiv:2402.02877

Cristiana Santos

Nataliia Bielova

Vincent Roca

Mathieu Cunche

Gilles Mertens

...

2024/2/5

GuaranTEE: Towards Attestable and Private ML with CCA

Sandra Siby

Sina Abdollahi

Mohammad Maheri

Marios Kogias

Hamed Haddadi

2024/4/22

SunBlock: Cloudless Protection for IoT Systems

Vadim Safronov

Anna Maria Mandalari

Daniel J Dubois

David Choffnes

Hamed Haddadi

2024/1/25

Federated and distributed learning applications for electronic health records and structured medical data: A scoping review

Siqi Li

Pinyan Liu

Gustavo G Nascimento

Xinru Wang

Fabio Renato Manzolli Leite

...

2023/12/1

GT-TSCH: Game-Theoretic Distributed TSCH Scheduler for Low-Power IoT Networks

Omid Tavallaie

Seid Miad Zandavi

Hamed Haddadi

Albert Y Zomaya

2023/6/22

Analysing Fairness of Privacy-Utility Mobility Models

Yuting Zhan

Hamed Haddadi

Afra Mashhadi

2023/10

Information Theory Inspired Pattern Analysis for Time-series Data

arXiv preprint arXiv:2302.11654

Yushan Huang

Yuchen Zhao

Alexander Capstick

Francesca Palermo

Hamed Haddadi

...

2023/2/22

Poster: Towards Battery-Free Machine Learning Inference and Model Personalization on MCUs

Yushan Huang

Hamed Haddadi

2023/6/18

Effective Abnormal Activity Detection on Multivariate Time Series Healthcare Data

Mengjia Niu

Yuchen Zhao

Hamed Haddadi

2023/10/2

The Boomerang protocol: A Decentralised Privacy-Preserving Verifiable Incentive Protocol

arXiv preprint arXiv:2401.01353

Ralph Ankele

Hamed Haddadi

2023/12/6

Distefano: Decentralized infrastructure for sharing trusted encrypted facts and nothing more

Cryptology ePrint Archive

Sofía Celi

Alex Davidson

Hamed Haddadi

Gonçalo Pestana

Joe Rowell

2023

Evaluating The Robustness of Self-Supervised Representations to Background/Foreground Removal

arXiv preprint arXiv:2306.01398

Xavier F Cadet

Ranya Aloufi

Alain Miranville

Sara Ahmadi-Abhari

Hamed Haddadi

2023/6/2

Using home monitoring technology to study the effects of traumatic brain injury in older multimorbid adults

Annals of clinical and translational neurology

Megan E Parkinson

Rebecca Doherty

Francesca Curtis

Eyal Soreq

Helen HL Lai

...

2023/9

See List of Professors in Hamed Haddadi University(Imperial College London)

Co-Authors

H-index: 101
Jon Crowcroft

Jon Crowcroft

University of Cambridge

H-index: 59
Fabrício Benevenuto

Fabrício Benevenuto

Universidade Federal de Minas Gerais

H-index: 55
Andrea Cavallaro

Andrea Cavallaro

Queen Mary University of London

H-index: 49
Steve Uhlig

Steve Uhlig

Queen Mary University of London

H-index: 47
Meeyoung Cha

Meeyoung Cha

KAIST

H-index: 46
Richard Mortier

Richard Mortier

University of Cambridge

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