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2020 – today
- 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) - [c83]Savvas Hadjixenophontos, Anna Maria Mandalari, Yuchen Zhao, Hamed Haddadi:
PRISM: Privacy Preserving Healthcare Internet of Things Security Management. ISCC 2023: 1-5 - [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 - [i93]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) - [i92]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) - [i91]Yuting Zhan, Hamed Haddadi, Afra Mashhadi:
Analysing Fairness of Privacy-Utility Mobility Models. CoRR abs/2304.06469 (2023) - [i90]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) - [i89]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) - [i88]Yushan Huang, Hamed Haddadi:
Towards Machine Learning and Inference for Resource-constrained MCUs. CoRR abs/2305.18954 (2023) - [i87]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) - [i86]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) - [i85]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) - [i84]Salim Chouaki, Oana Goga, Hamed Haddadi, Peter Snyder:
Understanding the Privacy Risks of Popular Search Engine Advertising Systems. CoRR abs/2308.15309 (2023) - [i83]Mengjia Niu, Yuchen Zhao, Hamed Haddadi:
Effective Abnormal Activity Detection on Multivariate Time Series Healthcare Data. CoRR abs/2309.05845 (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@CCS 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. MLSys 2020 - [c58]Fan Mo, Ali Shahin Shamsabadi, Kleomenis Katevas, Soteris Demetriou, Ilias Leontiadis, Andrea Cavallaro, Hamed Haddadi:
DarkneTZ: towards model privacy at the edge using trusted execution environments. MobiSys 2020: 161-174 - [c57]Eman Maali, David Boyle, Hamed Haddadi:
Towards identifying IoT traffic anomalies on the home gateway: poster abstract. SenSys 2020: 735-736 - [i57]Kleomenis Katevas, Eugene Bagdasaryan, Jason Waterman, Mohamad Mounir Safadieh, Hamed Haddadi, Deborah Estrin:
Decentralized Policy-Based Private Analytics. CoRR abs/2003.06612 (2020) - [i56]Anna Maria Mandalari, Roman Kolcun, Hamed Haddadi, Daniel J. Dubois, David R. Choffnes:
Towards Automatic Identification and Blocking of Non-Critical IoT Traffic Destinations. CoRR abs/2003.07133 (2020) - [i55]Ali Shahin Shamsabadi, Adrià Gascón, Hamed Haddadi, Andrea Cavallaro:
PrivEdge: From Local to Distributed Private Training and Prediction. CoRR abs/2004.05574 (2020) - [i54]Fan Mo, Ali Shahin Shamsabadi, Kleomenis Katevas, Soteris Demetriou, Ilias Leontiadis, Andrea Cavallaro, Hamed Haddadi:
DarkneTZ: Towards Model Privacy at the Edge using Trusted Execution Environments. CoRR abs/2004.05703 (2020) - [i53]Ranya Aloufi, Hamed Haddadi, David Boyle:
Privacy-preserving Voice Analysis via Disentangled Representations. CoRR abs/2007.15064 (2020) - [i52]Mohammad Malekzadeh, Richard G. Clegg, Andrea Cavallaro, Hamed Haddadi:
DANA: Dimension-Adaptive Neural Architecture for Multivariate Sensor Data. CoRR abs/2008.02397 (2020) - [i51]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 abs/2009.01880 (2020) - [i50]Giuseppe Siracusano, Salvator Galea, Davide Sanvito, Mohammad Malekzadeh, Hamed Haddadi, Gianni Antichi, Roberto Bifulco:
Running Neural Networks on the NIC. CoRR abs/2009.02353 (2020) - [i49]Fan Mo, Anastasia Borovykh, Mohammad Malekzadeh, Hamed Haddadi, Soteris Demetriou:
Layer-wise Characterization of Latent Information Leakage in Federated Learning. CoRR abs/2010.08762 (2020) - [i48]Yuchen Zhao, Hanyang Liu, Honglin Li, Payam M. Barnaghi, Hamed Haddadi:
Semi-supervised Federated Learning for Activity Recognition. CoRR abs/2011.00851 (2020) - [i47]Ranya Aloufi, Hamed Haddadi, David Boyle:
Paralinguistic Privacy Protection at the Edge. CoRR abs/2011.02930 (2020) - [i46]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 abs/2011.08605 (2020)
2010 – 2019
- 2019
- [j20]Chaoyun Zhang, Paul Patras, Hamed Haddadi:
Deep Learning in Mobile and Wireless Networking: A Survey. IEEE Commun. Surv. Tutorials 21(3): 2224-2287 (2019) - [c56]Fan Mo, Ali Shahin Shamsabadi, Kleomenis Katevas, Andrea Cavallaro, Hamed Haddadi:
Poster: Towards Characterizing and Limiting Information Exposure in DNN Layers. CCS 2019: 2653-2655 - [c55]Matteo Varvello, Kleomenis Katevas, Mihai Plesa, Hamed Haddadi, Benjamin Livshits:
BatteryLab, A Distributed Power Monitoring Platform For Mobile Devices. HotNets 2019: 101-108 - [c54]Yuting Zhan, Hamed Haddadi:
Activity prediction for mapping contextual-temporal dynamics. UbiComp/ISWC Adjunct 2019: 246-249 - [c53]Yuting Zhan, Hamed Haddadi:
Towards automating smart homes: contextual and temporal dynamics of activity prediction. UbiComp/ISWC Adjunct 2019: 413-417 - [c52]Yuting Zhan, Hamed Haddadi:
Activity prediction for improving well-being of both the elderly and caregivers. UbiComp/ISWC Adjunct 2019: 1214-1217 - [c51]Jingjing Ren, Daniel J. Dubois, David R. Choffnes, Anna Maria Mandalari, Roman Kolcun, Hamed Haddadi:
Information Exposure From Consumer IoT Devices: A Multidimensional, Network-Informed Measurement Approach. Internet Measurement Conference 2019: 267-279 - [c50]Mohammad Malekzadeh, Richard G. Clegg, Andrea Cavallaro, Hamed Haddadi:
Mobile sensor data anonymization. IoTDI 2019: 49-58 - [c49]Seyed Ali Ossia, Borzoo Rassouli, Hamed Haddadi, Hamid R. Rabiee, Deniz Gündüz:
Privacy Against Brute-Force Inference Attacks. ISIT 2019: 637-641 - [c48]John Moore, Andrés Arcia-Moret, Poonam Yadav, Richard Mortier, Anthony Brown, Derek McAuley, Andy Crabtree, Chris Greenhalgh, Hamed Haddadi, Yousef Amar:
Zest: REST over ZeroMQ. PerCom Workshops 2019: 1015-1019 - [c47]Ranya Aloufi, Hamed Haddadi, David Boyle:
Emotion Filtering at the Edge. SenSys-ML 2019: 1-6 - [c46]Kleomenis Katevas, Katrin Hänsel, Richard G. Clegg, Ilias Leontiadis, Hamed Haddadi, Laurissa N. Tokarchuk:
Finding Dory in the Crowd: Detecting Social Interactions using Multi-Modal Mobile Sensing. SenSys-ML 2019: 37-42 - [c45]Matteo Varvello, Kleomenis Katevas, Wei Hang, Mihai Plesa, Hamed Haddadi, Fabián E. Bustamante, Benjamin Livshits:
BatteryLab, a distributed power monitoring platform for mobile devices: demo abstract. SenSys 2019: 386-387 - [c44]Diana Andreea Popescu, Vadim Safronov, Poonam Yadav, Roman Kolcun, Anna Maria Mandalari, Hamed Haddadi, Derek McAuley, Richard Mortier:
"Sensing" the IoT network: Ethical capture of domestic IoT network traffic: poster abstract. SenSys 2019: 406-407 - [c43]Ranya Aloufi, Hamed Haddadi, David Boyle:
Privacy preserving speech analysis using emotion filtering at the edge: poster abstract. SenSys 2019: 426-427 - [i45]Seyed Ali Ossia, Borzoo Rassouli, Hamed Haddadi, Hamid R. Rabiee, Deniz Gündüz:
Privacy Against Brute-Force Inference Attacks. CoRR abs/1902.00329 (2019) - [i44]John Moore, Andrés Arcia-Moret, Poonam Yadav, Richard Mortier, Anthony Brown, Derek McAuley, Andy Crabtree, Chris Greenhalgh, Hamed Haddadi, Yousef Amar:
Zest: REST over ZeroMQ. CoRR abs/1902.07009 (2019) - [i43]Edoardo Lisi, Mohammad Malekzadeh, Hamed Haddadi, F. Din-Houn Lau, Seth R. Flaxman:
Modeling and Forecasting Art Movements with CGANs. CoRR abs/1906.09230 (2019) - [i42]Fan Mo, Ali Shahin Shamsabadi, Kleomenis Katevas, Andrea Cavallaro, Hamed Haddadi:
Towards Characterizing and Limiting Information Exposure in DNN Layers. CoRR abs/1907.06034 (2019) - [i41]Ranya Aloufi, Hamed Haddadi, David Boyle:
Emotionless: Privacy-Preserving Speech Analysis for Voice Assistants. CoRR abs/1908.03632 (2019) - [i40]Mohammad Malekzadeh, Dimitrios Athanasakis, Hamed Haddadi, Ben Livshits:
Privacy-Preserving Bandits. CoRR abs/1909.04421 (2019) - [i39]Ranya Aloufi, Hamed Haddadi, David Boyle:
Emotion Filtering at the Edge. CoRR abs/1909.08500 (2019) - [i38]Matteo Varvello, Kleomenis Katevas, Mihai Plesa, Hamed Haddadi, Benjamin Livshits:
BatteryLab, A Distributed Power Monitoring Platform For Mobile Devices. CoRR abs/1910.08951 (2019) - [i37]Mohammad Malekzadeh, Richard G. Clegg, Andrea Cavallaro, Hamed Haddadi:
Privacy and Utility Preserving Sensor-Data Transformations. CoRR abs/1911.05996 (2019) - 2018
- [j19]Seyed Ali Ossia, Ali Shahin Shamsabadi, Ali Taheri, Hamid R. Rabiee, Hamed Haddadi:
Private and Scalable Personal Data Analytics Using Hybrid Edge-to-Cloud Deep Learning. Computer 51(5): 42-49 (2018) - [j18]Andy Crabtree, Tom Lodge, James A. Colley, Chris Greenhalgh, Kevin Glover, Hamed Haddadi, Yousef Amar, Richard Mortier, Qi Li, John Moore, Liang Wang, Poonam Yadav, Jianxin Zhao, Anthony Brown, Lachlan Urquhart, Derek McAuley:
Building accountability into the Internet of Things: the IoT Databox model. J. Reliab. Intell. Environ. 4(1): 39-55 (2018) - [j17]Alan Chamberlain, Andy Crabtree, Hamed Haddadi, Richard Mortier:
Special theme on privacy and the Internet of things. Pers. Ubiquitous Comput. 22(2): 289-292 (2018) - [c42]Katrin Hänsel, Romina Poguntke, Hamed Haddadi,