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2020 – today
- 2025
- [i114]Huichi Zhou, Kin-Hei Lee, Zhonghao Zhan, Yue Chen, Zhenhao Li, Zhaoyang Wang, Hamed Haddadi, Emine Yilmaz:
TrustRAG: Enhancing Robustness and Trustworthiness in RAG. CoRR abs/2501.00879 (2025) - 2024
- [j40]Javad Forough
, Hamed Haddadi
, Monowar H. Bhuyan
, Erik Elmroth
:
Efficient Anomaly Detection for Edge Clouds: Mitigating Data and Resource Constraints. IEEE Access 12: 171897-171910 (2024) - [j39]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: 102821 (2024) - [j38]Hamed Haddadi
:
Revealing the Cracks in AA Services. Commun. ACM 67(10): 82 (2024) - [j37]Fan Mo
, Zahra Tarkhani
, Hamed Haddadi
:
Machine Learning with Confidential Computing: A Systematization of Knowledge. ACM Comput. Surv. 56(11): 281:1-281:40 (2024) - [j36]Yacine Belal
, Sonia Ben Mokhtar
, Hamed Haddadi
, Jaron Wang
, Afra Mashhadi
:
Survey of Federated Learning Models for Spatial-Temporal Mobility Applications. ACM Trans. Spatial Algorithms Syst. 10(3): 18:1-18:39 (2024) - [c98]Mir Masood Ali
, Peter Snyder
, Chris Kanich
, Hamed Haddadi
:
Unbundle-Rewrite-Rebundle: Runtime Detection and Rewriting of Privacy-Harming Code in JavaScript Bundles. CCS 2024: 2192-2206 - [c97]Sandra Deepthy Siby, Sina Abdollahi
, Mohammad Maheri
, Marios Kogias
, Hamed Haddadi
:
GuaranTEE: Towards Attestable and Private ML with CCA. EuroMLSys@EuroSys 2024: 1-9 - [c96]Yushan Huang
, Josh Millar
, Yuxuan Long
, Yuchen Zhao
, Hamed Haddadi
:
Towards Low-Energy Adaptive Personalization for Resource-Constrained Devices. EuroMLSys@EuroSys 2024: 73-80 - [c95]Xavier F. Cadet, Ranya Aloufi, Sara Ahmadi-Abhari, Hamed Haddadi:
A Study on The Impact of Self-Supervised Learning on Automatic Dysarthric Speech Assessment. ICASSP Workshops 2024: 630-634 - [c94]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 - [c93]Yushan Huang, Ranya Aloufi, Xavier F. Cadet, Yuchen Zhao, Payam M. Barnaghi, Hamed Haddadi:
Low-Energy On-Device Personalization for MCUs. SEC 2024: 45-58 - [c92]Stephen McQuistin
, Peter Snyder
, Hamed Haddadi
, Gareth Tyson
:
A First Look at Related Website Sets. IMC 2024: 107-113 - [c91]Stefanos Laskaridis, Kleomenis Katevas, Lorenzo Minto, Hamed Haddadi:
MELTing Point: Mobile Evaluation of Language Transformers. MobiCom 2024: 890-907 - [c90]Vadim Safronov
, Anna Maria Mandalari
, Daniel J. Dubois
, David R. Choffnes
, Hamed Haddadi
:
SunBlock: Cloudless Protection for IoT Systems. PAM (2) 2024: 322-338 - [c89]Josh Millar
, Sarab Sethi
, Hamed Haddadi
, Anil Madhavapeddy
:
Poster: Towards Low-Power Comprehensive Biodiversity Monitoring. SenSys 2024: 844-846 - [i113]Ralph Ankele, Hamed Haddadi:
The Boomerang protocol: A Decentralised Privacy-Preserving Verifiable Incentive Protocol. CoRR abs/2401.01353 (2024) - [i112]Vadim Safronov, Anna Maria Mandalari, Daniel J. Dubois, David R. Choffnes, Hamed Haddadi:
SunBlock: Cloudless Protection for IoT Systems. CoRR abs/2401.14332 (2024) - [i111]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 abs/2402.02877 (2024) - [i110]Yushan Huang, Ranya Aloufi, Xavier F. Cadet, Yuchen Zhao, Payam M. Barnaghi, Hamed Haddadi:
MicroT: Low-Energy and Adaptive Models for MCUs. CoRR abs/2403.08040 (2024) - [i109]Stefanos Laskaridis, Kleomenis Katevas, Lorenzo Minto, Hamed Haddadi:
MELTing point: Mobile Evaluation of Language Transformers. CoRR abs/2403.12844 (2024) - [i108]Yushan Huang, Josh Millar, Yuxuan Long, Yuchen Zhao, Hamed Haddadi:
Towards Low-Energy Adaptive Personalization for Resource-Constrained Devices. CoRR abs/2403.15905 (2024) - [i107]Sandra Deepthy Siby, Sina Abdollahi, Mohammad Maheri, Marios Kogias, Hamed Haddadi:
GuaranTEE: Towards Attestable and Private ML with CCA. CoRR abs/2404.00190 (2024) - [i106]Mir Masood Ali, Peter Snyder, Chris Kanich, Hamed Haddadi:
Unbundle-Rewrite-Rebundle: Runtime Detection and Rewriting of Privacy-Harming Code in JavaScript Bundles. CoRR abs/2405.00596 (2024) - [i105]Mengjia Niu, Hao Li, Jie Shi, Hamed Haddadi, Fan Mo:
Mitigating Hallucinations in Large Language Models via Self-Refinement-Enhanced Knowledge Retrieval. CoRR abs/2405.06545 (2024) - [i104]Mohammad Mahdi Maheri, Sandra Deepthy Siby, Sina Abdollahi, Anastasia Borovykh, Hamed Haddadi:
P4: Towards private, personalized, and Peer-to-Peer learning. CoRR abs/2405.17697 (2024) - [i103]Josh Millar, Sarab Sethi, Hamed Haddadi, Anil Madhavapeddy:
Terracorder: Sense Long and Prosper. CoRR abs/2408.02407 (2024) - [i102]Stephen McQuistin
, Peter Snyder, Hamed Haddadi, Gareth Tyson:
A First Look at Related Website Sets. CoRR abs/2408.07495 (2024) - [i101]Niousha Nazemi, Omid Tavallaie, Anna Maria Mandalari, Hamed Haddadi, Ralph Holz
, Albert Y. Zomaya:
Analysis of DNS Dependencies and their Security Implications in Australia: A Comparative Study of General and Indigenous Populations. CoRR abs/2408.12958 (2024) - [i100]Niousha Nazemi, Omid Tavallaie, Shuaijun Chen, Anna Maria Mandalari, Kanchana Thilakarathna, Ralph Holz, Hamed Haddadi, Albert Y. Zomaya:
ACCESS-FL: Agile Communication and Computation for Efficient Secure Aggregation in Stable Federated Learning Networks. CoRR abs/2409.01722 (2024) - [i99]Ali Shahin Shamsabadi, Peter Snyder, Ralph Giles, Aurélien Bellet, Hamed Haddadi:
Nebula: Efficient, Private and Accurate Histogram Estimation. CoRR abs/2409.09676 (2024) - [i98]Hongyan Chang, Ali Shahin Shamsabadi, Kleomenis Katevas, Hamed Haddadi, Reza Shokri:
Context-Aware Membership Inference Attacks against Pre-trained Large Language Models. CoRR abs/2409.13745 (2024) - [i97]Xavier F. Cadet, Anastasia Borovykh, Mohammad Malekzadeh, Sara Ahmadi-Abhari, Hamed Haddadi:
Deep Unlearn: Benchmarking Machine Unlearning. CoRR abs/2410.01276 (2024) - [i96]Olive Franzese, Ali Shahin Shamsabadi, Hamed Haddadi:
OATH: Efficient and Flexible Zero-Knowledge Proofs of End-to-End ML Fairness. CoRR abs/2410.02777 (2024) - 2023
- [j35]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): 2041-2049 (2023) - [j34]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): 21663-21673 (2023) - [j33]Yuting Zhan, Hamed Haddadi, Afra Mashhadi:
Privacy-Aware Adversarial Network in Human Mobility Prediction. Proc. Priv. Enhancing Technol. 2023(1): 556-570 (2023) - [j32]Ranya Aloufi
, Hamed Haddadi
, David Boyle
:
Paralinguistic Privacy Protection at the Edge. ACM Trans. Priv. Secur. 26(2): 19:1-19:27 (2023) - [c88]Yuting Zhan
, Hamed Haddadi
, Afra Mashhadi
:
Analysing Fairness of Privacy-Utility Mobility Models. UbiComp/ISWC Adjunct 2023: 359-365 - [c87]Omid Tavallaie, Seid Miad Zandavi, Hamed Haddadi, Albert Y. Zomaya:
GT-TSCH: Game-Theoretic Distributed TSCH Scheduler for Low-Power IoT Networks. ICDCS 2023: 1-12 - [c86]Salim Chouaki
, Oana Goga
, Hamed Haddadi
, Peter Snyder
:
Understanding the Privacy Risks of Popular Search Engine Advertising Systems. IMC 2023: 370-382 - [c85]Stephen McQuistin
, Peter Snyder
, Colin Perkins
, Hamed Haddadi
, Gareth Tyson
:
A First Look at the Privacy Harms of the Public Suffix List. IMC 2023: 383-390 - [c84]Savvas Hadjixenophontos, Anna Maria Mandalari, Yuchen Zhao, Hamed Haddadi:
PRISM: Privacy Preserving Healthcare Internet of Things Security Management. ISCC 2023: 1-5 - [c83]Mengjia Niu
, Yuchen Zhao
, Hamed Haddadi
:
Effective Abnormal Activity Detection on Multivariate Time Series Healthcare Data. MobiCom 2023: 134:1-134:3 - [c82]Yushan Huang
, Hamed Haddadi
:
Poster: Towards Battery-Free Machine Learning Inference and Model Personalization on MCUs. MobiSys 2023: 571-572 - [c81]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: 3061-3078 - [c80]Aurélien Buchet, Peter Snyder, Hamed Haddadi, Cristel Pelsser
:
Detecting IP-tracking proof interfaces by looking for NATs. TMA 2023: 1-4 - [c79]Peter Snyder, Soroush Karami, Arthur Edelstein, Benjamin Livshits, Hamed Haddadi:
Pool-Party: Exploiting Browser Resource Pools for Web Tracking. USENIX Security Symposium 2023: 7091-7105 - [i95]Yushan Huang, Yuchen Zhao, Alexander Capstick, Francesca Palermo, Hamed Haddadi, Payam M. Barnaghi:
Information Theory Inspired Pattern Analysis for Time-series Data. CoRR abs/2302.11654 (2023) - [i94]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 abs/2304.03045 (2023) - [i93]Yuting Zhan, Hamed Haddadi, Afra Mashhadi:
Analysing Fairness of Privacy-Utility Mobility Models. CoRR abs/2304.06469 (2023) - [i92]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 abs/2304.07310 (2023) - [i91]Yacine Belal
, Sonia Ben Mokhtar, Hamed Haddadi, Jaron Wang, Afra Mashhadi:
Survey of Federated Learning Models for Spatial-Temporal Mobility Applications. CoRR abs/2305.05257 (2023) - [i90]Yushan Huang, Hamed Haddadi:
Towards Machine Learning and Inference for Resource-constrained MCUs. CoRR abs/2305.18954 (2023) - [i89]Xavier F. Cadet, Ranya Aloufi, Alain Miranville, Sara Ahmadi-Abhari, Hamed Haddadi:
Evaluating The Robustness of Self-Supervised Representations to Background/Foreground Removal. CoRR abs/2306.01398 (2023) - [i88]Xavier F. Cadet, Ranya Aloufi, Sara Ahmadi-Abhari, Hamed Haddadi:
A Study on the Reliability of Automatic Dysarthric Speech Assessments. CoRR abs/2306.04337 (2023) - [i87]Omid Tavallaie, Seid Miad Zandavi, Hamed Haddadi, Albert Y. Zomaya:
GT-TSCH: Game-Theoretic Distributed TSCH Scheduler for Low-Power IoT Networks. CoRR abs/2306.13039 (2023) - [i86]Salim Chouaki, Oana Goga, Hamed Haddadi, Peter Snyder:
Understanding the Privacy Risks of Popular Search Engine Advertising Systems. CoRR abs/2308.15309 (2023) - [i85]Mengjia Niu, Yuchen Zhao, Hamed Haddadi:
Effective Abnormal Activity Detection on Multivariate Time Series Healthcare Data. CoRR abs/2309.05845 (2023) - [i84]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 abs/2310.08147 (2023) - [i83]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 abs/2311.03417 (2023) - [i82]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: 1063 (2023) - 2022
- [j31]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): 6-23 (2022) - [c78]Alex Davidson
, Peter Snyder, E. B. Quirk, Joseph Genereux, Benjamin Livshits, Hamed Haddadi:
STAR: Secret Sharing for Private Threshold Aggregation Reporting. CCS 2022: 697-710 - [c77]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: 205-212 - [c76]Yuchen Zhao, Payam M. Barnaghi, Hamed Haddadi:
Multimodal Federated Learning on IoT Data. IoTDI 2022: 43-54 - [c75]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: 513-533 - [c74]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: 97-121 - [c73]Yushan Huang, Yuchen Zhao, Hamed Haddadi, Payam M. Barnaghi:
Using Entropy Measures for Monitoring the Evolution of Activity Patterns. WF-IoT 2022: 1-6 - [c72]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: 29-34 - [i81]Yuting Zhan, Alex Kyllo, Afra Mashhadi, Hamed Haddadi:
Privacy-Aware Human Mobility Prediction via Adversarial Networks. CoRR abs/2201.07519 (2022) - [i80]Matteo Varvello, Kleomenis Katevas, Mihai Plesa, Hamed Haddadi, Fabián E. Bustamante, Ben Livshits:
BatteryLab: A Collaborative Platform for Power Monitoring. CoRR abs/2201.12614 (2022) - [i79]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 abs/2202.08174 (2022) - [i78]Michael Smith, Peter Snyder, Moritz Haller, Benjamin Livshits, Deian Stefan, Hamed Haddadi:
Blocked or Broken? Automatically Detecting When Privacy Interventions Break Websites. CoRR abs/2203.03528 (2022) - [i77]Richard Mortier, Hamed Haddadi, Sandra Servia Rodríguez, Liang Wang:
Distributed data analytics. CoRR abs/2203.14088 (2022) - [i76]Ranya Aloufi, Andreas Nautsch, Hamed Haddadi, David Boyle:
Locally Authenticated Privacy-preserving Voice Input. CoRR abs/2205.14026 (2022) - [i75]Xavier F. Cadet, Sara Ahmadi-Abhari, Hamed Haddadi:
FIB: A Method for Evaluation of Feature Impact Balance in Multi-Dimensional Data. CoRR abs/2207.04500 (2022) - [i74]Yuting Zhan, Hamed Haddadi, Afra Mashhadi:
Privacy-Aware Adversarial Network in Human Mobility Prediction. CoRR abs/2208.05009 (2022) - [i73]Fan Mo, Zahra Tarkhani, Hamed Haddadi:
SoK: Machine Learning with Confidential Computing. CoRR abs/2208.10134 (2022) - [i72]Yushan Huang, Yuchen Zhao, Hamed Haddadi, Payam M. Barnaghi:
Using Entropy Measures for Monitoring the Evolution of Activity Patterns. CoRR abs/2210.01736 (2022) - [i71]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 abs/2210.04791 (2022) - [i70]Savvas Hadjixenophontos, Anna Maria Mandalari
, Yuchen Zhao, Hamed Haddadi:
PRISM: Privacy Preserving Internet of Things Security Management. CoRR abs/2212.14736 (2022) - 2021
- [j30]Zahra Pooranian
, Mauro Conti
, Hamed Haddadi, Rahim Tafazolli
:
Online Advertising Security: Issues, Taxonomy, and Future Directions. IEEE Commun. Surv. Tutorials 23(4): 2494-2524 (2021) - [j29]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): 120:1-120:27 (2021) - [j28]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): 369-388 (2021) - [j27]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): 35-38 (2021) - [c71]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: 36-38 - [c70]Oliver Thompson, Anna Maria Mandalari
, Hamed Haddadi:
Rapid IoT device identification at the edge. DistributedML@CoNEXT 2021: 22-28 - [c69]Ranya Aloufi, Hamed Haddadi, David Boyle:
Configurable Privacy-Preserving Automatic Speech Recognition. Interspeech 2021: 861-865 - [c68]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: 774-778 - [c67]Ranya Aloufi, Hamed Haddadi, David Boyle:
EDGY: on-device paralinguistic privacy protection. S3@MobiCom 2021: 3-5 - [c66]Fan Mo, Hamed Haddadi, Kleomenis Katevas, Eduard Marin
, Diego Perino, Nicolas Kourtellis:
PPFL: privacy-preserving federated learning with trusted execution environments. MobiSys 2021: 94-108 - [c65]Yuting Zhan, Hamed Haddadi:
MoSen: Sensor Network Optimization in Multiple-Occupancy Smart Homes. PerCom Workshops 2021: 384-388 - [c64]Lorenzo Minto, Moritz Haller, Benjamin Livshits, Hamed Haddadi:
Stronger Privacy for Federated Collaborative Filtering With Implicit Feedback. RecSys 2021: 342-350 - [c63]Roman Kolcun, Diana Andreea Popescu, Vadim Safronov, Poonam Yadav, Anna Maria Mandalari, Richard Mortier, Hamed Haddadi:
Revisiting IoT Device Identification. TMA 2021 - [e4]Vaibhav Bajpai, Hamed Haddadi, Oliver Hohlfeld:
5th Network Traffic Measurement and Analysis Conference, TMA 2021, Virtual Event, September 14-15, 2021. IFIP 2021, ISBN 978-3-903176-40-9 [contents] - [i69]Yuting Zhan, Hamed Haddadi:
MoSen: Activity Modelling in Multiple-Occupancy Smart Homes. CoRR abs/2101.00235 (2021) - [i68]Ranya Aloufi, Hamed Haddadi, David Boyle:
Configurable Privacy-Preserving Automatic Speech Recognition. CoRR abs/2104.00766 (2021) - [i67]Fan Mo, Hamed Haddadi, Kleomenis Katevas, Eduard Marin, Diego Perino, Nicolas Kourtellis:
PPFL: Privacy-preserving Federated Learning with Trusted Execution Environments. CoRR abs/2104.14380 (2021) - [i66]Lorenzo Minto, Moritz Haller, Hamed Haddadi, Benjamin Livshits:
Stronger Privacy for Federated Collaborative Filtering with Implicit Feedback. CoRR abs/2105.03941 (2021) - [i65]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 abs/2105.05162 (2021) - [i64]Fan Mo, Anastasia Borovykh, Mohammad Malekzadeh, Hamed Haddadi, Soteris Demetriou:
Quantifying Information Leakage from Gradients. CoRR abs/2105.13929 (2021) - [i63]Roman Kolcun, Diana Andreea Popescu, Vadim Safronov, Poonam Yadav, Anna Maria Mandalari, Richard Mortier, Hamed Haddadi:
Revisiting IoT Device Identification. CoRR abs/2107.07818 (2021) - [i62]Ranya Aloufi, Hamed Haddadi, David Boyle:
A Tandem Framework Balancing Privacy and Security for Voice User Interfaces. CoRR abs/2107.10045 (2021) - [i61]Yuchen Zhao
, Payam M. Barnaghi, Hamed Haddadi:
Multimodal Federated Learning. CoRR abs/2109.04833 (2021) - [i60]Oliver Thompson, Anna Maria Mandalari, Hamed Haddadi:
Rapid IoT Device Identification at the Edge. CoRR abs/2110.13941 (2021) - [i59]Peter Snyder, Soroush Karami, Benjamin Livshits, Hamed Haddadi:
Pool-Party: Exploiting Browser Resource Pools as Side-Channels for Web Tracking. CoRR abs/2112.06324 (2021) - [i58]Jon Crowcroft, Hamed Haddadi, Arthur Gervais, Tristan Henderson:
Proof of Steak. CoRR abs/2112.06498 (2021) - 2020
- [j26]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): 55-56 (2020) - [j25]Seyed Ali Osia
, Ali Shahin Shamsabadi
, Sina Sajadmanesh
, Ali Taheri, Kleomenis Katevas
, Hamid R. Rabiee
, Nicholas D. Lane, Hamed Haddadi:
A Hybrid Deep Learning Architecture for Privacy-Preserving Mobile Analytics. IEEE Internet Things J. 7(5): 4505-4518 (2020) - [j24]Mohammad Malekzadeh, Richard G. Clegg
, Andrea Cavallaro, Hamed Haddadi:
Privacy and utility preserving sensor-data transformations. Pervasive Mob. Comput. 63: 101132 (2020) - [j23]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): 255-276 (2020) - [j22]Ali Shahin Shamsabadi
, Adrià Gascón, Hamed Haddadi, Andrea Cavallaro
:
PrivEdge: From Local to Distributed Private Training and Prediction. IEEE Trans. Inf. Forensics Secur. 15: 3819-3831 (2020) - [j21]Seyed Ali Osia
, Ali Taheri, Ali Shahin Shamsabadi, Kleomenis Katevas
, Hamed Haddadi, Hamid R. Rabiee
:
Deep Private-Feature Extraction. IEEE Trans. Knowl. Data Eng. 32(1): 54-66 (2020) - [c62]Ranya Aloufi, Hamed Haddadi, David Boyle:
Privacy-preserving Voice Analysis via Disentangled Representations. CCSW 2020: 1-14 - [c61]Yuchen Zhao
, Hamed Haddadi, Severin Skillman, Shirin Enshaeifar, Payam M. Barnaghi:
Privacy-preserving activity and health monitoring on databox. EdgeSys@EuroSys 2020: 49-54 - [c60]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: 87-100 - [c59]Mohammad Malekzadeh, Dimitrios Athanasakis, Hamed Haddadi, Benjamin Livshits:
Privacy-Preserving Bandits.