Hamed Haddadi

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 187

Top Venues

CoRR

Proc. Priv. Enhancing Technol.

MobiSys

IoTDI

Publications

Stefanos Laskaridis, Kleomenis Katevas, Lorenzo Minto, Hamed Haddadi
MELTing point: Mobile Evaluation of Language Transformers. CoRR (2024)
Vadim Safronov, Anna Maria Mandalari, Daniel J. Dubois, David R. Choffnes, Hamed Haddadi
SunBlock: Cloudless Protection for IoT Systems. CoRR (2024)
Vadim Safronov, Anna Maria Mandalari, Daniel J. Dubois, David R. Choffnes, Hamed Haddadi
SunBlock: Cloudless Protection for IoT Systems. PAM (2) (2024)
Yushan Huang, Josh Millar, Yuxuan Long, Yuchen Zhao, Hamed Haddadi
Towards Low-Energy Adaptive Personalization for Resource-Constrained Devices. CoRR (2024)
Mengjia Niu, Hao Li, Jie Shi, Hamed Haddadi, Fan Mo
Mitigating Hallucinations in Large Language Models via Self-Refinement-Enhanced Knowledge Retrieval. CoRR (2024)
Mir Masood Ali, Peter Snyder, Chris Kanich, Hamed Haddadi
Unbundle-Rewrite-Rebundle: Runtime Detection and Rewriting of Privacy-Harming Code in JavaScript Bundles. CoRR (2024)
Cristiana Santos, Nataliia Bielova, Vincent Roca, Mathieu Cunche, Gilles Mertens, Karel Kubicek, Hamed Haddadi
Feedback to the European Data Protection Board's Guidelines 2/2023 on Technical Scope of Art. 5(3) of ePrivacy Directive. CoRR (2024)
Ali Shahin Shamsabadi, Gefei Tan, Tudor Cebere, Aurélien Bellet, Hamed Haddadi, Nicolas Papernot, Xiao Wang, Adrian Weller
Confidential-DPproof: Confidential Proof of Differentially Private Training. ICLR (2024)
Yushan Huang, Josh Millar, Yuxuan Long, Yuchen Zhao, Hamed Haddadi
Towards Low-Energy Adaptive Personalization for Resource-Constrained Devices. EuroMLSys@EuroSys (2024)
Sandra Deepthy Siby, Sina Abdollahi, Mohammad Maheri, Marios Kogias, Hamed Haddadi
GuaranTEE: Towards Attestable and Private ML with CCA. EuroMLSys@EuroSys (2024)
Mohammad Mahdi Maheri, Sandra Deepthy Siby, Sina Abdollahi, Anastasia Borovykh, Hamed Haddadi
P4: Towards private, personalized, and Peer-to-Peer learning. CoRR (2024)
Sandra Deepthy Siby, Sina Abdollahi, Mohammad Maheri, Marios Kogias, Hamed Haddadi
GuaranTEE: Towards Attestable and Private ML with CCA. CoRR (2024)
Ralph Ankele, Hamed Haddadi
The Boomerang protocol: A Decentralised Privacy-Preserving Verifiable Incentive Protocol. CoRR (2024)
Yushan Huang, Yuchen Zhao, Alexander Capstick, Francesca Palermo, Hamed Haddadi, Payam M. Barnaghi
Analyzing entropy features in time-series data for pattern recognition in neurological conditions. Artif. Intell. Medicine 150 (2024)
Fan Mo, Zahra Tarkhani, Hamed Haddadi
Machine Learning with Confidential Computing: A Systematization of Knowledge. ACM Comput. Surv. 56 (11) (2024)
Yushan Huang, Ranya Aloufi, Xavier F. Cadet, Yuchen Zhao, Payam M. Barnaghi, Hamed Haddadi
MicroT: Low-Energy and Adaptive Models for MCUs. CoRR (2024)
Yuting Zhan, Hamed Haddadi, Afra Mashhadi
Privacy-Aware Adversarial Network in Human Mobility Prediction. Proc. Priv. Enhancing Technol. 2023 (1) (2023)
Stephen McQuistin, Peter Snyder, Colin Perkins, Hamed Haddadi, Gareth Tyson
A First Look at the Privacy Harms of the Public Suffix List. IMC (2023)
Yushan Huang, Yuchen Zhao, Alexander Capstick, Francesca Palermo, Hamed Haddadi, Payam M. Barnaghi
Information Theory Inspired Pattern Analysis for Time-series Data. CoRR (2023)
Siqi Li, Di Miao, Qiming Wu, Chuan Hong, Danny D'Agostino, Xin Li, Yilin Ning, Yuqing Shang, Huazhu Fu, Marcus Eng Hock Ong, Hamed Haddadi, Nan Liu
Federated Learning for Clinical Structured Data: A Benchmark Comparison of Engineering and Statistical Approaches. CoRR (2023)
Peter Snyder, Soroush Karami, Arthur Edelstein, Benjamin Livshits, Hamed Haddadi
Pool-Party: Exploiting Browser Resource Pools for Web Tracking. USENIX Security Symposium (2023)
Aurélien Buchet, Peter Snyder, Hamed Haddadi, Cristel Pelsser
Detecting IP-tracking proof interfaces by looking for NATs. TMA (2023)
Omid Tavallaie, Seid Miad Zandavi, Hamed Haddadi, Albert Y. Zomaya
GT-TSCH: Game-Theoretic Distributed TSCH Scheduler for Low-Power IoT Networks. CoRR (2023)
Mengjia Niu, Yuchen Zhao, Hamed Haddadi
Effective Abnormal Activity Detection on Multivariate Time Series Healthcare Data. CoRR (2023)
Siqi Li, Pinyan Liu, Gustavo G. Nascimento, Xinru Wang, Fabio Renato Manzolli Leite, Bibhas Chakraborty, Chuan Hong, Yilin Ning, Feng Xie, Zhen Ling Teo, Daniel Shu Wei Ting, Hamed Haddadi, Marcus Eng Hock Ong, Marco Aurélio Peres, Nan Liu
Federated and distributed learning applications for electronic health records and structured medical data: A scoping review. CoRR (2023)
Xavier F. Cadet, Ranya Aloufi, Alain Miranville, Sara Ahmadi-Abhari, Hamed Haddadi
Evaluating The Robustness of Self-Supervised Representations to Background/Foreground Removal. CoRR (2023)
Shuaijun Chen, Omid Tavallaie, Michael Henri Hambali, Seid Miad Zandavi, Hamed Haddadi, Song Guo, Albert Y. Zomaya
Boosting Client Selection of Federated Learning under Device and Data Heterogeneity. CoRR (2023)
Yuting Zhan, Hamed Haddadi, Afra Mashhadi
Analysing Fairness of Privacy-Utility Mobility Models. UbiComp/ISWC Adjunct (2023)
Ranya Aloufi, Hamed Haddadi, David Boyle
Paralinguistic Privacy Protection at the Edge. ACM Trans. Priv. Secur. 26 (2) (2023)
Omid Tavallaie, Seid Miad Zandavi, Hamed Haddadi, Albert Y. Zomaya
GT-TSCH: Game-Theoretic Distributed TSCH Scheduler for Low-Power IoT Networks. ICDCS (2023)
Hamed Haddadi, Seyed Naser Razavi, Amin Babazadeh Sangar
Deep learning-based risk reduction approach using novel banking parameters on a standardized dataset. Neural Comput. Appl. 35 (29) (2023)
Yacine Belal, Sonia Ben Mokhtar, Hamed Haddadi, Jaron Wang, Afra Mashhadi
Survey of Federated Learning Models for Spatial-Temporal Mobility Applications. CoRR (2023)
Savvas Hadjixenophontos, Anna Maria Mandalari, Yuchen Zhao, Hamed Haddadi
PRISM: Privacy Preserving Healthcare Internet of Things Security Management. ISCC (2023)
Xavier F. Cadet, Ranya Aloufi, Sara Ahmadi-Abhari, Hamed Haddadi
A Study on the Reliability of Automatic Dysarthric Speech Assessments. CoRR (2023)
Yushan Huang, Hamed Haddadi
Towards Machine Learning and Inference for Resource-constrained MCUs. CoRR (2023)
Salim Chouaki, Oana Goga, Hamed Haddadi, Peter Snyder
Understanding the Privacy Risks of Popular Search Engine Advertising Systems. IMC (2023)
Yuting Zhan, Hamed Haddadi, Afra Mashhadi
Analysing Fairness of Privacy-Utility Mobility Models. CoRR (2023)
Anna Maria Mandalari, Hamed Haddadi, Daniel J. Dubois, David R. Choffnes
Protected or Porous: A Comparative Analysis of Threat Detection Capability of IoT Safeguards. CoRR (2023)
Anna Maria Mandalari, Hamed Haddadi, Daniel J. Dubois, David R. Choffnes
Protected or Porous: A Comparative Analysis of Threat Detection Capability of IoT Safeguards. SP (2023)
Sofía Celi, Alex Davidson, Hamed Haddadi, Gonçalo Pestana, Joe Rowell
DiStefano: Decentralized Infrastructure for Sharing Trusted Encrypted Facts and Nothing More. IACR Cryptol. ePrint Arch. 2023 (2023)
Salim Chouaki, Oana Goga, Hamed Haddadi, Peter Snyder
Understanding the Privacy Risks of Popular Search Engine Advertising Systems. CoRR (2023)
Yushan Huang, Hamed Haddadi
Poster: Towards Battery-Free Machine Learning Inference and Model Personalization on MCUs. MobiSys (2023)
Mengjia Niu, Yuchen Zhao, Hamed Haddadi
Effective Abnormal Activity Detection on Multivariate Time Series Healthcare Data. MobiCom (2023)
Siqi Li, Pinyan Liu, Gustavo G. Nascimento, Xinru Wang, Fabio Renato Manzolli Leite, Bibhas Chakraborty, Chuan Hong, Yilin Ning, Feng Xie, Zhen Ling Teo, Daniel Shu Wei Ting, Hamed Haddadi, Marcus Eng Hock Ong, Marco Aurélio Peres, Nan Liu
Federated and distributed learning applications for electronic health records and structured medical data: a scoping review. J. Am. Medical Informatics Assoc. 30 (12) (2023)
Matteo Varvello, Kleomenis Katevas, Mihai Plesa, Hamed Haddadi, Fabián E. Bustamante, Ben Livshits
BatteryLab: A Collaborative Platform for Power Monitoring. CoRR (2022)
Ranya Aloufi, Andreas Nautsch, Hamed Haddadi, David Boyle
Locally Authenticated Privacy-preserving Voice Input. CoRR (2022)
Michael Smith, Peter Snyder, Moritz Haller, Benjamin Livshits, Deian Stefan, Hamed Haddadi
Blocked or Broken? Automatically Detecting When Privacy Interventions Break Websites. CoRR (2022)
Matteo Varvello, Kleomenis Katevas, Mihai Plesa, Hamed Haddadi, Fabián E. Bustamante, Ben Livshits
BatteryLab: A Collaborative Platform for Power Monitoring - https: //batterylab.dev. PAM (2022)
Yuting Zhan, Hamed Haddadi, Afra Mashhadi
Privacy-Aware Adversarial Network in Human Mobility Prediction. CoRR (2022)
Yuchen Zhao, Sayed Saad Afzal, Waleed Akbar, Osvy Rodriguez, Fan Mo, David Boyle, Fadel Adib, Hamed Haddadi
Towards Battery-Free Machine Learning and Inference in Underwater Environments. CoRR (2022)
Michael Smith, Peter Snyder, Moritz Haller, Benjamin Livshits, Deian Stefan, Hamed Haddadi
Blocked or Broken? Automatically Detecting When Privacy Interventions Break Websites. Proc. Priv. Enhancing Technol. 2022 (4) (2022)
Fan Mo, Zahra Tarkhani, Hamed Haddadi
SoK: Machine Learning with Confidential Computing. CoRR (2022)
Alex Davidson, Matthias Frei, Marten Gartner, Hamed Haddadi, Jordi Subirà Nieto, Adrian Perrig, Philipp Winter, François Wirz
Tango or Square Dance? How Tightly Should we Integrate Network Functionality in Browsers? CoRR (2022)
Yuting Zhan, Alex Kyllo, Afra Mashhadi, Hamed Haddadi
Privacy-Aware Human Mobility Prediction via Adversarial Networks. CoRR (2022)
Richard Mortier, Hamed Haddadi, Sandra Servia Rodríguez, Liang Wang
Distributed data analytics. CoRR (2022)
Yushan Huang, Yuchen Zhao, Hamed Haddadi, Payam M. Barnaghi
Using Entropy Measures for Monitoring the Evolution of Activity Patterns. CoRR (2022)
Yuchen Zhao, Payam M. Barnaghi, Hamed Haddadi
Multimodal Federated Learning on IoT Data. IoTDI (2022)
Alex Davidson, Peter Snyder, E. B. Quirk, Joseph Genereux, Benjamin Livshits, Hamed Haddadi
STAR: Secret Sharing for Private Threshold Aggregation Reporting. CCS (2022)
Alex Davidson, Matthias Frei, Martin Gartner, Hamed Haddadi, Adrian Perrig, Jordi Subirà Nieto, Philipp Winter, François Wirz
Tango or square dance?: how tightly should we integrate network functionality in browsers? HotNets (2022)
Yushan Huang, Yuchen Zhao, Hamed Haddadi, Payam M. Barnaghi
Using Entropy Measures for Monitoring the Evolution of Activity Patterns. WF-IoT (2022)
Savvas Hadjixenophontos, Anna Maria Mandalari, Yuchen Zhao, Hamed Haddadi
PRISM: Privacy Preserving Internet of Things Security Management. CoRR (2022)
Xavier F. Cadet, Sara Ahmadi-Abhari, Hamed Haddadi
FIB: A Method for Evaluation of Feature Impact Balance in Multi-Dimensional Data. CoRR (2022)
Giuseppe Siracusano, Salvator Galea, Davide Sanvito, Mohammad Malekzadeh, Gianni Antichi, Paolo Costa, Hamed Haddadi, Roberto Bifulco
Re-architecting Traffic Analysis with Neural Network Interface Cards. NSDI (2022)
Yuchen Zhao, Sayed Saad Afzal, Waleed Akbar, Osvy Rodriguez, Fan Mo, David Boyle, Fadel Adib, Hamed Haddadi
Towards battery-free machine learning and inference in underwater environments. HotMobile (2022)
Fan Mo, Hamed Haddadi, Kleomenis Katevas, Eduard Marin, Diego Perino, Nicolas Kourtellis
PPFL: Enhancing Privacy in Federated Learning with Confidential Computing. GetMobile Mob. Comput. Commun. 25 (4) (2021)
Said Jawad Saidi, Anna Maria Mandalari, Hamed Haddadi, Daniel J. Dubois, David R. Choffnes, Georgios Smaragdakis, Anja Feldmann
Detecting consumer IoT devices through the lens of an ISP. ANRW (2021)
Fan Mo, Hamed Haddadi, Kleomenis Katevas, Eduard Marin, Diego Perino, Nicolas Kourtellis
PPFL: Privacy-preserving Federated Learning with Trusted Execution Environments. CoRR (2021)
Lorenzo Minto, Moritz Haller, Benjamin Livshits, Hamed Haddadi
Stronger Privacy for Federated Collaborative Filtering With Implicit Feedback. RecSys (2021)
Jon Crowcroft, Hamed Haddadi, Arthur Gervais, Tristan Henderson
Proof of Steak. CoRR (2021)
Yuchen Zhao, Payam M. Barnaghi, Hamed Haddadi
Multimodal Federated Learning. CoRR (2021)
Roman Kolcun, Diana Andreea Popescu, Vadim Safronov, Poonam Yadav, Anna Maria Mandalari, Richard Mortier, Hamed Haddadi
Revisiting IoT Device Identification. CoRR (2021)
Fan Mo, Hamed Haddadi, Kleomenis Katevas, Eduard Marin, Diego Perino, Nicolas Kourtellis
PPFL: privacy-preserving federated learning with trusted execution environments. MobiSys (2021)
Yuting Zhan, Hamed Haddadi
MoSen: Sensor Network Optimization in Multiple-Occupancy Smart Homes. PerCom Workshops (2021)
Lorenzo Minto, Moritz Haller, Hamed Haddadi, Benjamin Livshits
Stronger Privacy for Federated Collaborative Filtering with Implicit Feedback. CoRR (2021)
Ranya Aloufi, Hamed Haddadi, David Boyle
Configurable Privacy-Preserving Automatic Speech Recognition. CoRR (2021)
Ranya Aloufi, Hamed Haddadi, David Boyle
Configurable Privacy-Preserving Automatic Speech Recognition. Interspeech (2021)
Mohammad Malekzadeh, Richard G. Clegg, Andrea Cavallaro, Hamed Haddadi
DANA: Dimension-Adaptive Neural Architecture for Multivariate Sensor Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (3) (2021)
Peter Snyder, Soroush Karami, Benjamin Livshits, Hamed Haddadi
Pool-Party: Exploiting Browser Resource Pools as Side-Channels for Web Tracking. CoRR (2021)
Anna Maria Mandalari, Daniel J. Dubois, Roman Kolcun, Muhammad Talha Paracha, Hamed Haddadi, David R. Choffnes
Blocking Without Breaking: Identification and Mitigation of Non-Essential IoT Traffic. Proc. Priv. Enhancing Technol. 2021 (4) (2021)
Zahra Pooranian, Mauro Conti, Hamed Haddadi, Rahim Tafazolli
Online Advertising Security: Issues, Taxonomy, and Future Directions. IEEE Commun. Surv. Tutorials 23 (4) (2021)
Roman Kolcun, Diana Andreea Popescu, Vadim Safronov, Poonam Yadav, Anna Maria Mandalari, Richard Mortier, Hamed Haddadi
Revisiting IoT Device Identification. TMA (2021)
Yuting Zhan, Hamed Haddadi
MoSen: Activity Modelling in Multiple-Occupancy Smart Homes. CoRR (2021)
Ranya Aloufi, Hamed Haddadi, David Boyle
EDGY: on-device paralinguistic privacy protection. S3@MobiCom (2021)
Oliver Thompson, Anna Maria Mandalari, Hamed Haddadi
Rapid IoT device identification at the edge. DistributedML@CoNEXT (2021)
Anna Maria Mandalari, Daniel J. Dubois, Roman Kolcun, Muhammad Talha Paracha, Hamed Haddadi, David R. Choffnes
Blocking without Breaking: Identification and Mitigation of Non-Essential IoT Traffic. CoRR (2021)
Oliver Thompson, Anna Maria Mandalari, Hamed Haddadi
Rapid IoT Device Identification at the Edge. CoRR (2021)
Fan Mo, Anastasia Borovykh, Mohammad Malekzadeh, Hamed Haddadi, Soteris Demetriou
Quantifying Information Leakage from Gradients. CoRR (2021)
Atiehsadat Mirkhani, Arash Roshanpoor, Omid Pournik, Hamed Haddadi, Jamal Mirzaei, Farzad Kaveh
Developing a Prognostic Model to Predict Mortality in Patients with Acute Bacterial Meningitis. MIE (2021)
Ranya Aloufi, Hamed Haddadi, David Boyle
A Tandem Framework Balancing Privacy and Security for Voice User Interfaces. CoRR (2021)
Said Jawad Saidi, Anna Maria Mandalari, Roman Kolcun, Hamed Haddadi, Daniel J. Dubois, David R. Choffnes, Georgios Smaragdakis, Anja Feldmann
A Haystack Full of Needles: Scalable Detection of IoT Devices in the Wild. CoRR (2020)
Mohammad Malekzadeh, Richard G. Clegg, Andrea Cavallaro, Hamed Haddadi
DANA: Dimension-Adaptive Neural Architecture for Multivariate Sensor Data. CoRR (2020)
Said Jawad Saidi, Anna Maria Mandalari, Roman Kolcun, Hamed Haddadi, Daniel J. Dubois, David R. Choffnes, Georgios Smaragdakis, Anja Feldmann
A Haystack Full of Needles: Scalable Detection of IoT Devices in the Wild. Internet Measurement Conference (2020)
Roman Kolcun, Diana Andreea Popescu, Vadim Safronov, Poonam Yadav, Anna Maria Mandalari, Yiming Xie, Richard Mortier, Hamed Haddadi
The Case for Retraining of ML Models for IoT Device Identification at the Edge. CoRR (2020)
Fan Mo, Anastasia Borovykh, Mohammad Malekzadeh, Hamed Haddadi, Soteris Demetriou
Layer-wise Characterization of Latent Information Leakage in Federated Learning. CoRR (2020)
Ali Shahin Shamsabadi, Adrià Gascón, Hamed Haddadi, Andrea Cavallaro
PrivEdge: From Local to Distributed Private Training and Prediction. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Giuseppe Siracusano, Salvator Galea, Davide Sanvito, Mohammad Malekzadeh, Hamed Haddadi, Gianni Antichi, Roberto Bifulco
Running Neural Networks on the NIC. CoRR (2020)
Ali Shahin Shamsabadi, Adrià Gascón, Hamed Haddadi, Andrea Cavallaro
PrivEdge: From Local to Distributed Private Training and Prediction. CoRR (2020)
Ralph Holz, Marco Mellia, Olivier Bonaventure, Hamed Haddadi, Matthew Caesar, Sergey Gorinsky, Gianni Antichi, Joseph Camp, kc claffy, Bhaskaran Raman, Anna Sperotto, Aline Carneiro Viana, Steve Uhlig
Update on ACM SIGCOMM CCR reviewing process: towards a more open review process. Comput. Commun. Rev. 50 (3) (2020)
Yuchen Zhao, Hamed Haddadi, Severin Skillman, Shirin Enshaeifar, Payam M. Barnaghi
Privacy-preserving activity and health monitoring on databox. EdgeSys@EuroSys (2020)
Daniel J. Dubois, Roman Kolcun, Anna Maria Mandalari, Muhammad Talha Paracha, David R. Choffnes, Hamed Haddadi
When Speakers Are All Ears: Characterizing Misactivations of IoT Smart Speakers. Proc. Priv. Enhancing Technol. 2020 (4) (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hamed Haddadi