Publications

Google Scholar Profile

GitHub code

2024:

  • Ali Shahin Shamsabadi, Gefei Tan, Tudor Ioan Cebere, Aurélien Bellet, Hamed Haddadi, Nicolas Papernot, Xiao Wang, Adrian Weller, “Confidential-DPproof: Confidential Proof of Differentially Private Training”, in The Twelfth International Conference on Learning Representations ICLR 2024, May 2024, Vienna, Austria. Spotlight Paper available on OpenReview.

  • Sandra Siby, Sina Abdollahi, Mohammad Maheri, Marios Kogias, Hamed Hadaddi, “GuaranTEE: Towards Attestable and private ML with CCA”, The 4th Workshop on Machine Learning and Systems EuroMLSys 2024, co-located with EuroSys’24, April 22nd 2024, Athens, Greece, Paper available on ArXiv, Code).

  • Yushan Huang, Josh Millar, Yuxuan Long, Yuchen Zhao, Hamed Hadaddi,”Towards Low-Energy Adaptive Personalization for Resource-Constrained Devices”, The 4th Workshop on Machine Learning and Systems EuroMLSys 2024, co-located with EuroSys’24, April 22nd 2024, Athens, Greece, Paper available on ArXiv, Code).

  • Xavier Cadet, Ranya Aloufi, Sara Ahmadi-Abhari, Hamed Haddadi,”A Study on the Impact of Self-Supervised Learning on Automatic Dysarthric Speech Assessment”, IEEE ICASSP 2024 workshop Self-supervision in Audio, Speech and Beyond SASB 2024,Seoul, Korea, 14~19 April 2024, Paper available on ArXiv.

  • Yushan Huang, Yuchen Zhao, Alexander Capstick, Francesca Palermo, Hamed Haddadi, Payam Barnaghi, “Analyzing entropy features in time-series data for pattern recognition in neurological conditions”, Artificial Intelligence in Medicine, 2024,102821, ISSN 0933-3657, https://doi.org/10.1016/j.artmed.2024.102821

  • Vadim Safronov, Anna Maria Mandalari, Daniel J. Dubois, , David Choffnes, Hamed Haddadi, “SunBlock: Cloudless Protection for IoT Systems”, in Passive and Active Measurement Conference PAM 2024, March 2024, Virtual. Paper available on ArXiv.

2023:

  • Sofía Celi, Alex Davidson, Joe Rowell, Gonçalo Pestana, Hamed Haddadi, “DiStefano: Decentralized Infrastructure for Sharing Trusted Encrypted Facts and Nothing More”, Available on eprint, Code.

  • Ralph Ankele, Hamed Haddadi, “The Boomerang protocol: A Decentralised Privacy-Preserving Verifiable Incentive Protocol”, December 2023, Paper available on ArXiv, Code.

  • Stephen McQuistin, Pete Snyder, Colin Perkins, Hamed Haddadi, Gareth Tyson, “A First Look at the Privacy Harms of the Public Suffix List”, in ACM Internet Measurement Conference 2023, October 2023, Montreal, Canada. Paper available.

  • Salim Chouaki, Oana Goga, Hamed Haddadi, Peter Snyder, “Understanding the Privacy Risks of Popular Search Engine Advertising Systems”, in ACM Internet Measurement Conference 2023, October 2023, Montreal, Canada. Paper available on ArXiv.

  • 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”, Journal of the American Medical Informatics Association, 2023. Paper available on ArXiv.

  • Yuting Zhan, Hamed Haddadi, Afra Mashhadi, “Analysing Fairness of Privacy-Utility Mobility Models”, UbiComp/ISWC Workshop on Fairness and Robustness in Machine Learning for Ubiquitous Computing (FairComp 2023), October 9, 2023, Cancún, Mexico. Paper available on ArXiv.

  • Peter Snyder, Soroush Karami, Arthur Edelstein, Benjamin Livshits, Hamed Haddadi, “Pool-Party: Exploiting Browser Resource Pools as Side-Channels for Web Tracking” the 32nd USENIX Security Symposium USENIX Security ‘23, AUGUST 9–11, 2023, Anaheim, CA, USA.

  • Omid Tavallaie, Seid Miad Zandavi, Hamed Haddadi, Albert Y. Zomaya, “GT-TSCH: Game-Theoretic Distributed TSCH Scheduler for Low-Power IoT Networks”, 43rd IEEE International Conference on Distributed Computing Systems (ICDCS 2023), 18 July – 21 July, 2023, Hong Kong, China. Paper available on ArXiv.

  • Yuting Zhan, Hamed Haddadi, Afra Mashhadi, “Privacy-Aware Adversarial Network in Human Mobility Prediction”, The 23nd Privacy Enhancing Technologies Symposium (PETS 2023), July 10–14, 2023, Lausanne, Switzerland. Paper available on ArXiv.

  • Savvas Hadjixenophontos, Anna Maria Mandalari, Yuchen Zhao, Hamed Haddadi, “PRISM: Privacy Preserving Healthcare Internet of Things Security Management”, 3rd IEEE International Conference on ICT Solutions for eHealth (ICTS4eHealth 2023), in conjunction with the 28th IEEE Symposium on Computers and Communications (ISCC) 9 -12 July, 2023 - Tunis, Tunisia. Paper available on ArXiv.

  • Aurélien Buchet, Peter Snyder, Hamed Haddadi, Cristel Pelsser, “Protecting against IP Tracking using NAT Interfaces”, IFIP/IEEE Network Traffic Measurement and Analysis Conference (TMA 2023), June 26 - June 29, 2023, Napoli, Italy. Paper.

  • Yushan Huang, Hamed Haddadi, “Poster: Towards Battery-Free Machine Learning Inference and Model Personalization on MCUs”, The 21st ACM International Conference on Mobile Systems, Applications, and Services (MobiSys 2023), June 18 - June 22, 2023, Helsinki, Finland. Paper available on ArXiv.

  • Anna Maria Mandalari, Hamed Haddadi, Daniel J. Dubois, David Choffnes, “Protected or Porous: A Comparative Analysis of Threat Detection Capability of IoT Safeguards”, 44th IEEE Symposium on Security and Privacy (Oakland 2023), May 22-25, 2023, San Francisco, CA, & Online. (Paper available on ArXiv, Code and Data)

  • Yushan Huang, Yuchen Zhao, Alexander Capstick, Francesca Palermo, Hamed Haddadi, Payam Barnaghi, “Information Theory Inspired Pattern Analysis for Time-series Data”, 2023, Paper available on ArXiv.

2022:

  • Ranya Aloufi, Hamed Haddadi, David Boyle, “Paralinguistic Privacy Protection at the Edge”, ACM Transactions on Privacy and Security [TOPS] 2022. Paper available on ArXiv

  • Alex Davidson, Matthias Frei, Marten Gartner, Hamed Haddadi, Jordi Subira Nieto, Adrian Perrig, Philipp Winter, François Wirz, “Tango or Square Dance? How Tightly Should we Integrate Network Functionality in Browsers?”, Twenty-First ACM Workshop on Hot Topics in Networks (ACM HotNets 2022), November 14-15, 2022 — Austin, Texas, USA. Paper available on ArXiv.

  • Alex Davidson, Peter Snyder, E. B. Quirk, Joseph Genereux, Benjamin Livshits, Hamed Haddadi, “STAR: Secret Sharing for Private Threshold Aggregation Reporting”, ACM Conference on Computer and Communications Security (ACM CCS 2022), November 7-11, 2022 Los Angeles, USA. Distinguished Paper Award , Paper available on ArXiv.

  • Yushan Huang, Yuchen Zhao, Payam Barnaghi, Hamed Haddadi, “Using Entropy Measures For Monitoring the Evolution of Activity Patterns”, IEEE 8th World Forum on Internet of Things (WF-IOT 2022), 26 October–11 November 2022, Yokohama, Japan. (Paper available on ArXiv, Code)

  • Fan Mo, Zahra Tarkhani, Hamed Haddadi, “Machine Learning with Confidential Computing: A Systematization of Knowledge”, Paper available on ArXiv.

  • Ranya Aloufi, Andreas Nautsch, Hamed Haddadi, David Boyle, “Locally Authenticated Privacy-preserving Voice Input”, Paper available on ArXiv.

  • Michael Smith, Peter Snyder, Moritz Haller, Benjamin Livshits, Deian Stefan, Hamed Haddadi, “Blocked or Broken? Automatically Detecting When Privacy Interventions Break Websites”, 22nd Privacy Enhancing Technologies Symposium (PETS 2022), July 11–15, 2022, Sydney, Australia. Paper available on ArXiv.

  • Yuchen Zhao, Payam Barnaghi, Hamed Haddadi, “Multimodal Federated Learning on IoT Data”, 7th ACM/IEEE Conference on Internet of Things Design and Implementation (IoTDI’22), May 3-6, 2022 — Milan, Italy. (Paper available on ArXiv, Code)

  • Yuting Zhan, Alex Kyllo, Afra Mashhadi, Hamed Haddadi, “Privacy-Aware Human Mobility Prediction via Adversarial Networks”, in The Second IEEE International Workshop on Cyber-Physical-Human System Design and Implementation (CPHS’22), Virtual Event - Milan, Italy, May 2022. (Paper available on ArXiv)

  • 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”, 19th USENIX Symposium on Networked Systems Design and Implementation (NSDI’22), April 4–6, 2022, Renton, WA, USA. (Paper available on ArXiv)

  • Matteo Varvello, Kleomenis Katevas, Mihai Plesa, Hamed Haddadi, Fabian Bustamante, Benjamin Livshits, “BatteryLab: A Collaborative Platform for Power Monitoring”, Passive and Active Measurement Conference 2022 (PAM’22), March 28–30, Online. (Paper available on ArXiv and the BatteryLab website)

  • 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”, The 23rd Annual International Workshop on Mobile Computing Systems and Applications (ACM HotMobile 2022), March 9-10, 2022, Tempe, Arizona, USA. (Paper available on ArXiv)

2021:

  • Oliver Thompson, Anna Maria Mandalari, Hamed Haddadi, “Rapid IoT Device Identification at the Edge”, 2nd Workshop on Distributed Machine Learning (DistributedML 2021), co-located with ACM CoNEXT 2021, December 7-10, 2021, Munich, Germany. (Paper available on ArXiv)

  • Andrew Crabtree, Hamed Haddadi, Richard Mortier, “Privacy by Design for the Internet of Things: Building accountability and security”, ISBN-13: 978-1-83953-139-2, 2021, The IET.

  • Zahra Pooranian, Mauro Conti, Hamed Haddadi, Rahim Tafazolli, “Online Advertising Security: Issues, Taxonomy, and Future Directions”, IEEE Communications Surveys and Tutorials, 2021. (Paper available on ArXiv)

  • Ranya Aloufi, Hamed Haddadi, David Boyle, “A Tandem Framework Balancing Privacy and Security for Voice User Interfaces”, July 2021. (Paper available on ArXiv, Code)

  • Mohammad Malekzadeh, Richard G. Clegg, Andrea Cavallaro, Hamed Haddadi, “DANA: Dimension-Adaptive Neural Architecture for Multivariate Sensor Data”, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT/UBICOMP 2021), September 2021. (Paper available on ArXiv, Code, Tutorial)

  • Lorenzo Minto, Moritz Haller, Hamed Haddadi, Benjamin Livshits, “Stronger Privacy for Federated Collaborative Filtering with Implicit Feedback”, in 15th ACM Conference on Recommender Systems (RecSys 2021), Amsterdam, Netherlands, 27th September-1st October 2021. (Paper available on ArXiv)

  • Ranya Aloufi, Hamed Haddadi, David Boyle, “Configurable Privacy-Preserving Automatic Speech Recognition”, INTERSPEECH 2021, Brno, Czechia, September 2021. (Paper available on ArXiv, Code)

  • Roman Kolcun, Diana Andreea Popescu, Vadim Safronov, Poonam Yadav, Anna Maria Mandalari, Richard Mortier, Hamed Haddadi, “Revisiting IoT Device Identification”, Network Traffic Measurement and Analysis Conference (TMA 2021), September 13-15, 2021, Online. (Paper available on ArXiv)

  • Anna Maria Mandalari, Daniel J. Dubois, Roman Kolcun, Muhammad Talha Paracha, Hamed Haddadi, David Choffnes, “Blocking without Breaking: Identification and Mitigation of Non-Essential IoT Traffic”, in 21st Privacy Enhancing Technologies Symposium (PETS 2021), July 12–16, 2021, On the Internet. (Paper and code available on IoTrim, Consumer Reports coverage)

  • Fan Mo, Hamed Haddadi, Kleomenis Katevas, Eduard Marin, Diego Perino, Nicolas Kourtellis, “PPFL: Privacy-preserving Federated Learning with Trusted Execution Environments”, in The 19th ACM International Conference on Mobile Systems, Applications, and Services (MobiSys 2021), Online, July 2021. ( Best Paper Award at MobiSys 2021, Full Paper available on ArXiv, Code, Teaser video, Full video)

  • Said Jawad Saidi, Anna Maria Mandalari, Hamed Haddadi, Daniel J Dubois, David Choffnes, Georgios Smaragdakis, Anja Feldmann, “Detecting Consumer IoT Devices Through the Lens of an ISP”, ACM/IRTF Applied Networking Research Workshop 2021 (ANRW’21), co-located with the IETF-111 meeting, July 26-30, 2021, Online. (Paper)

  • Fan Mo, Anastasia Borovykh, Mohammad Malekzadeh, Hamed Haddadi, Soteris Demetriou, “Quantifying Information Leakage from Gradients”, Paper available on ArXiv

  • Fan Mo, Anastasia Borovykh, Mohammad Malekzadeh, Hamed Haddadi, Soteris Demetriou, “Layer-wise Characterization of Latent Information Leakage in Federated Learning”, Distributed and Private Machine Learning workshop at ICLR 2021 (DPML 2021), Paper available on ArXiv

  • Yuting Zhan, Hamed Haddadi, “MoSen: Activity Modelling in Multiple-Occupancy Smart Homes”, in 19th IEEE International Conference on Pervasive Computing and Communications (PerCom 2021), Kassel, Germany, March 2021. (Work in Progress session, full Paper available on ArXiv)

  • Kleomenis Katevas, Eugene Bagdasaryan, Jason Waterman, Mohamad Mounir Safadieh, Hamed Haddadi, Deborah Estrin, “Policy-Based Federated Learning”, (Paper available on ArXiv, Code)

2020:

  • Yuchen Zhao, Hanyang Liu, Honglin Li, Payam Barnaghi, Hamed Haddadi, “Semi-supervised Federated Learning for Activity Recognition”, (Paper available on ArXiv)

  • 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”, (Paper available on ArXiv)

  • Ranya Aloufi, Hamed Haddadi, David Boyle, “Privacy-preserving Voice Analysis via Disentangled Representations”, in The ACM Cloud Computing Security Workshop (CCSW 2020), in conjunction with the ACM Conference on Computer and Communications Security (CCS), November 9, 2020, Orlando, Florida (Paper available on ArXiv)

  • Said Jawad Saidi, Anna Maria Mandalari, Roman Kolcun, Hamed Haddadi, Daniel J. Dubois, David Choffnes, Georgios Smaragdakis, Anja Feldmann, “A Haystack Full of Needles: Scalable Detection of IoT Devices in the Wild”, in ACM Internet Measurement Conference 2020, October 2020, Pittsburgh, Pennsylvania, USA. (Paper and data available, Presentation in RIPE)

  • Daniel J. Dubois, Roman Kolcun, Anna Maria Mandalari, Muhammad Talha Paracha, David Choffnes, Hamed Haddadi, “When Speakers Are All Ears: Characterizing Misactivations of IoT Smart Speakers”, in proceedings of the 20th Privacy Enhancing Technologies Symposium (PETS 2020), July 14–18, 2020, Montréal, Canada. (Paper, Webpage, Code, and Dataset, NYTimes, The Independent, and USA Today, BBC Panorama program Youtube Link, BBC News, Channel 4 The Truth About Amazon, NYT lead editorial, Vox, ZDNet, Telegraph, Gizmodo, GeekWire, Forbes, BusinessInsider)

  • 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”, 18th ACM International Conference on Mobile Systems, Applications, and Services (MobiSys 2020) June 2020, Toronto, Canada. (Paper available on ArXiv, Code, Video)

  • Anna Maria Mandalari, Roman Kolcun, Hamed Haddadi, Daniel J. Dubois, David Choffnes, “Towards Automatic Identification and Blocking of Non-Critical IoT Traffic Destinations”, Workshop on Technology and Consumer Protection (ConPro ’20), Co-located with the 41th IEEE Symposium on Security and Privacy, May 21, 2020, San Francisco, CA. (Paper available on ArXiv)

  • 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 of Things Journal, May 2020. DOI: 10.1109/JIOT.2020.2967734 (paper, Code)

  • Ali Shahin Shamsabadi, Adria Gascon, Hamed Haddadi and Andrea Cavallaro, “PrivEdge: From Local to Distributed Private Training and Prediction”, IEEE Transactions on Information Forensics & Security, 2020, DOI:10.1109/TIFS.2020.2988132. (Paper available on ArXiv, Code)

  • Yuchen Zhao, Hamed Haddadi, Severin Skillman, Shirin Enshaeifar, Payam Barnaghi, “Privacy-preserving Activity and Health Monitoring on Databox”, the 3rd International Workshop on Edge Systems, Analytics and Networking (EdgeSys 2020), in conjunction with ACM EuroSys 2020, April 2020, Heraklion, Greece. (Paper)

  • Mohammad Malekzadeh, Dimitrios Athanasakis, Hamed Haddadi, Benjamin Livshits, “Privacy-Preserving Bandits”, Third Conference on Machine Learning and Systems (MLSys 2020), March 2020, Austin, USA. (Paper available on ArXiv, Code)

  • Edoardo Lisi, Mohammad Malekzadeh, Hamed Haddadi, F. Din-Houn Lau, Seth Flaxman, “Modeling and Forecasting Art Movements with CGANs”, Proceedings of Royal Society Open Science, 2020. Available on ArXiv

  • Mohammad Malekzadeh, Richard G. Clegg, Andrea Cavallaro, Hamed Haddadi, “Privacy and Utility Preserving Sensor-Data Transformations”, Pervasive and Mobile Computing (PMC), 2020. (Paper Available on ArXiv)

2019:

  • Matteo Varvello, Kleomenis Katevas, Mihai Plesa, Hamed Haddadi, Benjamin Livshits, “BatteryLab: A Distributed Power Monitoring Platform For Mobile Devices”, Eighteenth ACM Workshop on Hot Topics in Networks (HotNets 2019), November 14-15, 2019 — Princeton, New Jersey, USA. (Paper Available on ArXiv, this work also won the Best Demo Award at SenSys 2019).

  • Ranya Aloufi, Hamed Haddadi, David Boyle, “Emotionless: Privacy-Preserving Speech Analysis for Voice Assistants”, in Privacy Preserving Machine Learning, ACM CCS 2019 Workshop, November 2019, London, UK. (Available on ArXiv, Articles on Vice, Medium)

  • Ranya Aloufi, Hamed Haddadi, David Boyle, “Emotion Filtering at the Edge”, 1st Workshop on Machine Learning on Edge in Sensor Systems (SenSys-ML), In conjunction with ACM SenSys 2019, November 10, 2019, New York, NY, USA. (Paper Available on ArXiv, this work also won the Best Poster Award at SenSys 2019).

  • Kleomenis Katevas, Katrin Hänsel, Richard Clegg, Ilias Leontiadis, Hamed Haddadi, Laurissa Tokarchuk, “Finding Dory in the Crowd: Detecting Social Interactions using Multi-Modal Mobile Sensing”, 1st Workshop on Machine Learning on Edge in Sensor Systems (Sensys-ML), In conjunction with ACM SenSys 2019, November 10, 2019, New York, NY, USA. Available on ArXiv

  • Jingjing Ren, Daniel J. Dubois, David Choffnes, Anna Maria Mandalari, Roman Kolcun, Hamed Haddadi, “Information Exposure From Consumer IoT Devices: A Multidimensional, Network-Informed Measurement Approach”, in ACM Internet Measurement Conference 2019 (IMC 2019), October, 2019, Amsterdam, Netherlands. (Community Contribution Award) (paper and code and dataset, Financial Times article, The Times article, Vice article, BBC News, BBC Click program, Ars Technica)

  • Fan Mo, Ali Shahin Shamsabadi, Kleomenis Katevas, Andrea Cavallaro, Hamed Haddadi, “Towards Characterizing and Limiting Information Exposure in DNN Layers”, ACM CCS 2019 Extended Abstract. (Available on ArXiv, Code)

  • Seyed Ali Osia, Ali Taheri, Ali Shahin Shamsabadi, Kleomenis Katevas, Hamed Haddadi, Hamid R. Rabiee, “Deep Private-Feature Extraction”, IEEE Transactions on Knowledge and Data Engineering, 2019, DOI: 10.1109/TKDE.2018.2878698. (Available on ArXiv, Code)

  • Chaoyun Zhang, Paul Patras, Hamed Haddadi, “Deep Learning in Mobile and Wireless Networking: A Survey”, in Proceedings of IEEE Communications Surveys & Tutorials, 2019, DOI:10.1109/COMST.2019.2904897 (Paper on IEEE Xplore Digital Library, Available on ArXiv)

  • Yuting Zhan and Hamed Haddadi, “Activity Prediction in Improving Well-Being of Both The Elderly and Caregivers”, Second International Workshop On Computing For Well-Being (WELLCOMP 2019), In conjunction with UbiComp 2019, September, 2019, London, UK. (Paper)

  • Seyed Ali Osia, Borzoo Rassouli, Hamed Haddadi, Hamid R. Rabiee, Deniz Gündüz, “Privacy Against Brute-Force Inference Attacks”, In IEEE International Symposium on Information Theory (ISIT 2019), Paris, France, July 2019. Available on ArXiv

  • Mohammad Malekzadeh, Richard G. Clegg, Andrea Cavallaro, Hamed Haddadi, “Mobile Sensor Data Anonymization”, ACM/IEEE International Conference on Internet of Things Design and Implementation (IoTDI 2019), April 2019, Montreal, Canada. Available on ArXiv, Code and Dataset

  • John Moore, Andres Arcia-Moret, Poonam Yadav, Richard Mortier, Anthony Brown, Derek McAuley, Andy Crabtree, Chris Greenhalgh, Hamed Haddadi, Yousef Amar, “Zest: REST over ZeroMQ”, The Third Workshop on Security, Privacy and Trust in the Internet of Things, In conjunction with IEEE PERCOM 2019, March 11 -15, 2019, Kyoto, Japan. (Paper)

2018:

  • Poonam Yadav, John Moore, Qi Li, Richard Mortier, Anthony Brown, Andy Crabtree, Chris Greenhalgh, Derek McAuley, Yousef Amar, Ali Shahin Shamsabadi, Hamed Haddadi, “Providing Occupancy as a Service with Databox”, in The 1st ACM International Workshop on Smart Cities and Fog Computing (CitiFog’18), November 4, 2018, Shenzhen, China. https://doi.org/10.1145/3277893.3277894 (Paper)

  • Ali Shahin Shamsabadi, Hamed Haddadi, Andrea Cavallaro, “Distributed One-class Learning”, IEEE International Conference on Image Processing, October 7-10, 2018, Athens, Greece. Available on ArXiv

  • Katrin Hänsel, Kleomenis Katevas, Guido Orgs, Daniel C. Richardson, Akram Alomainy, Hamed Haddadi, “The potential of wearable technology for monitoring social interactions based on interpersonal synchrony”, 4th ACM Workshop on wearable systems and applications (WearSys 2018), June 2018, Munich, Germany. (Paper)

  • Seyed Ali Osia, Ali Shahin Shamsabadi, Ali Taheri, Hamid R. Rabiee, Hamed Haddadi, “Private and Scalable Personal Data Analytics using Hybrid Edge-Cloud Deep Learning”, IEEE Computer, Special Issue on Mobile and Embedded Deep Learning, May 2018. (Paper)

  • Hamed Haddadi, Vassilis Christophides, Renata Teixeira, Kenjiro Cho, Shigeya Suzuki and Adrian Perrig, “SIOTOME: An Edge-ISP Collaborative Architecture for IoT Security”, in proceedings of the 1st International Workshop on Security and Privacy for the Internet-of-Things (IoTSec), co-located with the 3rd ACM/IEEE International Conference on Internet of Things Design & Implementation (IoTDI), April 2018, Orlando, Florida, USA. (Paper, Talk)

  • Mohammad Malekzadeh, Richard G. Clegg, Andrea Cavallaro, Hamed Haddadi, “Protecting Sensory Data against Sensitive Inferences”, in proceedings of the 1st Workshop on Privacy by Design in Distributed Systems, co-located with Eurosys 2018, Porto, Portugal, April 2018, ACM, New York, NY, USA, doi.org/10.1145/3195258.3195260 (Available on ArXiv, Code and Dataset)

  • Yousef Amar, Hamed Haddadi, Richard Mortier, “An Information-Theoretic Approach to Time-Series Data Privacy”, in proceedings of the 1st Workshop on Privacy by Design in Distributed Systems, co-located with Eurosys 2018, Porto, Portugal, April 2018. Paper

  • Jon Crowcroft, Hamed Haddadi, Tristan Henderson, “Responsible Research on Social Networks: Dilemmas and Solutions”, Oxford Handbook of Networked Communication, Oxford University Press, 2018. (chapter PDF , DOI: 10.1093/oxfordhb/9780190460518.013.2)

  • Katrin Hänsel, Romina Kettner, Hamed Haddadi, Akram Alomainy, Albrecht Schmidt, “What to Put on the User: Sensing Technologies for Studies and Physiology Aware Systems”, Proceedings of the ACM Conference on Human Factors in Computing Systems (ACM CHI’18), Montréal, Canada, April 21-26, 2018. (paper)

  • Sandra Servia-Rodriguez, Liang Wang, Jianxin R. Zhao, Richard Mortier, Hamed Haddadi, “Privacy-Preserving Personal Model Training”, The 3rd ACM/IEEE International Conference on Internet-of-Things Design and Implementation, April 2018, Orlando, Florida. (paper, Talk)

  • Mohammad Malekzadeh, Richard G. Clegg, Hamed Haddadi, “Replacement AutoEncoder: A Privacy-Preserving Algorithm for Sensory Data Analysis”, The 3rd ACM/IEEE International Conference on Internet-of-Things Design and Implementation, April 2018, Orlando, Florida. (paper, Code, Talk)

  • Yousef Amar, Hamed Haddadi, Richard Mortier, Anthony Brown, James Colley, Andy Crabtree, “An Analysis of Home IoT Network Traffic and Behaviour”, Available on ArXiv, March 2018.

  • Andy Crabtree, Tom Lodge, James 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”, Journal of Reliable Intelligent Environments, Springer, 2018. (paper)

2017:

  • Alan Chamberlain, Andy Crabtree, Hamed Haddadi, Richard Mortier, “Special theme on privacy and the Internet of things”, Personal and Ubiquitous Computing, August 2017 (DOI).

  • Seyed Ali Osia, Ali Shahin Shamsabadi, Ali Taheri, Kleomenis Katevas, Hamid R. Rabiee, Nicholas D. Lane, Hamed Haddadi, “Privacy-Preserving Deep Inference for Rich User Data on The Cloud”, Available on ArXiv, 2017. (paper, Code)

  • Kleomenis Katevas, Laurissa Tokarchuk, Hamed Haddadi, Richard G. Clegg, Muhammad Irfan, “Demo: Detecting Group Formations using iBeacon Technology”, ACM MobiSys 2017 Companion, Proceedings of the 15th Annual International Conference on Mobile Systems, Applications, and Services Companion (Demo), Niagara Falls, NY, USA, June 2017. (paper, video)

  • Katrin Hänsel, Hamed Haddadi, Akram Alomainy, “Demo: AWSense - A framework for collecting sensing data from the Apple Watch”, ACM MobiSys 2017 Companion, Proceedings of the 15th Annual International Conference on Mobile Systems, Applications, and Services Companion (Demo), Niagara Falls, NY, USA, June 2017. (paper, video)

  • Sina Sajadmanesh, Sina Jafarzadeh, Seyed Ali Osia, Hamid R. Rabiee, Hamed Haddadi, Yelena Mejova, Mirco Musolesi, Emiliano De Cristofaro, Gianluca Stringhini, “Kissing Cuisines: Exploring Worldwide Culinary Habits on the Web”, 26th International World Wide Web conference, 3-7 April, 2017, Perth, Western Australia. Available on arXiv, October 2016, contact us for the dataset. (paper, MIT Tech Review, Sciences et Avenir, France24, ReachMD, NEXO, Independent)

  • Charith Perera, Susan Wakenshaw, Tim Baarslag, Hamed Haddadi, Arosha Bandara, Richard Mortier, Andy Crabtree, Irene Ng, Derek McAuley, Jon Crowcroft, “Valorising the IoT Databox: Creating Value for Everyone”, Transactions on Emerging Telecommunications Technologies, Volume 28, Issue 1, January 2017. (paper)

2016:

  • Richard Mortier, Jianxin Zhao, Jon Crowcroft, Liang Wang, Qi Li, Hamed Haddadi, Yousef Amar, Andy Crabtree, James Colley, Tom Lodge, Tosh Brown, Derek McAuley, Chris Greenhalgh, “Personal Data Management with the Databox: What’s Inside the Box?”, ACM CoNEXT Cloud-Assisted Networking workshop (CAN 2016), December 12, 2016, Irvine, California. (paper)

  • Pooria Taghizadeh Naderi, Hadi Tabatabaee Malazi, Mona Ghassemian, Hamed Haddadi, “On the Quality of Claim in Social Sensing Systems”, 6th International Conference on Computer and Knowledge Engineering (ICCKE 2016), October 2016, Mashhad, Iran. (IEEE Xplore, paper)

  • Andy Crabtree, Tom Lodge, James Colley, Chris Greenhalgh, Richard Mortier, Hamed Haddadi, “Enabling the New Economic Actor: Data Protection, the Digital Economy, and the Databox”, Springer Personal and Ubiquitous Computing (PUC), 2016. (paper)

  • Richard Mortier, Hamed Haddadi, Tristan Henderson, Derek McAuley, Jon Crowcroft, Andy Crabtree, “Human-Data Interaction”, Encyclopedia of Human Computer Interaction, 2nd Ed, October 2016. (paper)

  • Kleomenis Katevas, Hamed Haddadi, Laurissa Tokarchuk, Richard G. Clegg, “Detecting Group Formations using iBeacon Technology”, 4th International Workshop on Human Activity Sensing Corpus and Application (HASCA2016) in conjunction with the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp2016), September 2016, Heidelberg, Germany. (paper)

  • Katrin Hänsel, Akram Alomainy, Hamed Haddadi, “Large Scale Mood and Stress Self-Assessments on a Smartwatch”, Mental Health and Well-being: Sensing and Intervention workshop, in conjunction with the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp2016), September 2016, Heidelberg, Germany. (paper, PDF)

  • Kleomenis Katevas, Hamed Haddadi, Laurissa Tokarchuk, “SensingKit: Evaluating the Sensor Power Consumption in iOS devices”, The 12th International Conference on Intelligent Environments (IE’16), September 2016, London, UK. (paper)

  • Gareth Tyson, Claudiu Perta, Hamed Haddadi and Micheal Seto, “A First Look at User Activity on Tinder”, The 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2016), San Francisco, CA, USA, 18 - 21 August, 2016 (paper , The Washington Post, MIT Tech Review, Independent, Repubblica, NYmag, MailOnline, ELLE, Business Insider, VICE, Cosmopolitan)

  • Yousef Amar, Hamed Haddadi, Richard Mortier, “Privacy-Aware Infrastructure for Managing Personal Data”, Demo and extended abstract, ACM SIGCOMM 2016, August 2016, Florianopolis, Brazil. (abstract, poster)

  • Rishab Nithyanand, Sheharbano Khattak, Mobin Javed, Narseo Vallina-Rodriguez, Marjan Falahrastegar, Julia E. Powles, Emiliano De Cristofaro, Hamed Haddadi, Steven J. Murdoch, “Ad-Blocking and Counter Blocking: A Slice of the Arms Race”, 6th USENIX Workshop on Free and Open Communications on the Internet (FOCI ‘16), August 2016, Austin, TX, USA ( ArXiv , Blog post, paper, ;login article, code & data)

  • Yelena Mejova, Sofiane Abbar, Hamed Haddadi, “Fetishizing Food in Digital Age: #foodporn Around the World”, International AAAI Conference on Web and Social Media (ICWSM 2016), May 2016, Cologne, Germany. (paper, webpage, CNN, MIT Technology Review, Per La Mente GIZMODO)

  • Jaclyn Rich, Hamed Haddadi, Timothy Hospedales, “Towards Bottom-Up Analysis of Social Food”, ACM Digital Health Conference 2016, 11-13 April 2016, Montreal, Canada. (paper , code and data)

  • Tiago Cunha, Ingmar Weber, Hamed Haddadi, Gisele Lobo Pappa, “The Effect of Social Feedback in a Reddit Weight Loss Community”, ACM Digital Health Conference 2016, 11-13 April 2016, Montreal, Canada. (paper)

  • Morteza Akbari Fard, Hamed Hadadi, Alireza Tavakoli Targhi, “Fruits and Vegetables Calorie Counter Using Convolutional Neural Networks”, ACM Digital Health Conference 2016, 11-13 April 2016, Montreal, Canada. (paper)

  • Marjan Falahrastegar, Hamed Haddadi, Steve Uhlig, Richard Mortier, “Tracking Personal Identifiers Across the Web”, Passive and Active Measurement conference (PAM 2016), 31 March-1 April 2016, Crete, Greece. (paper), (F-Secure coverage)

  • Ian Nathan Anggono, Hamed Haddadi, Abdelberi Chaabane, Mohamed Ali Kaafar, “Preserving Privacy in Geo-Targeted Advertising”, 2nd International Workshop on Ad Targeting at Scale at WSDM 2016 (TargetAd 2016), February 22nd, San Francisco, CA, USA. (paper)

  • Damien Fay, Hamed Haddadi, Micheal Seto, Han Wang, Christoph Kling, “An exploration of fetish social networks and communities”, International School and Conference on Network Science (NetSci X 2016), January 11-13, 2016 in Wrocław, Poland. (paper, arXiv)

2015:

  • Natalie Wilde, Katrin Hänsel, Hamed Haddadi, Akram Alomainy, “Wearable Computing for Health and Fitness: Exploring the Relationship between Data and Human Behaviour”, Available on arXiv. (paper)

  • Natalie Wilde, Hamed Haddadi, Akram Alomainy, “Future Feasibility of Using Wearable Interfaces to Provide Social Support”, 5th EAI International Conference on Wireless Mobile Communication and Healthcare (MOBIHEALTH 2015), October 14–16, 2015, London, Great Britain. (paper)

  • Katrin Hänsel, Natalie Wilde, Hamed Haddadi, Akram Alomainy, “Challenges with Current Wearable Technology in Monitoring Health Data and Providing Positive Behavioural Support”, 5th EAI International Conference on Wireless Mobile Communication and Healthcare (MOBIHEALTH 2015), October 14–16, 2015, London, Great Britain. (paper)

  • Hamed Haddadi, Ferda Ofli, Yelena Mejova, Ingmar Weber, Jaideep Srivastava, “360◦ Quantified Self”, IEEE International Workshop on Smart and Connected Health (SCH 2015), co-located with IEEE ICHI 2015,October 2015, Dallas, Texas USA (paper)

  • Yelena Mejova, Hamed Haddadi, Sofiane Abbar, Azadeh Ghahghaei, Ingmar Weber, “Dietary Habits of an Expat Nation: Case of Qatar”, IEEE International Conference on Healthcare Informatics 2015 (ICHI 2015), October 2015, Dallas, Texas USA (paper).

  • Yulia Silina, Hamed Haddadi, “New Directions in Jewelry: a Close Look at Emerging Trends & Developments in Jewelry-like Wearable Devices”, ACM International Symposium on Wearable Computers (ISWC 2015), September 2015, Osaka, Japan. (paper, taxonomy)

  • Hamed Haddadi, Heidi Howard, Amir Chaudhry, Jon Crowcroft, Anil Madhavapeddy, Derek McAuley, Richard Mortier, “Personal Data: Thinking Inside the Box”, The 5th decennial Aarhus conference (Aarhus 2015), August 2015, available on arXiv [paper , MIT Technology Review, Guardian, Computer World]

  • Vasile Claudiu Perta, Marco Valerio Barbera, Gareth Tyson, Hamed Haddadi, Alessandro Mei, “A Glance through the VPN Looking Glass: IPv6 Leakage and DNS Hijacking in Commercial VPN clients”, The 15th Privacy Enhancing Technologies Symposium (PETS 2015), June 30 – July 2, 2015, Philadelphia, PA, USA (paper, WIRED, HackerNews, The Register, BBC, Tech times, Macworld, Business Insider , and Our response to VPN providers).

  • Yelena Mejova, Hamed Haddadi, Anastasios Noulas and Ingmar Weber, “#FoodPorn: Obesity Patterns in Culinary Interactions”, 5th ACM conference on Digital Health 2015 , Florence, Italy, 18th – 20th May 2015 (paper , contact me for code/data)

  • Kleomenis Katevas, Hamed Haddadi, Laurissa Tokarchuk, Richard Clegg, “Walking in Sync: Two is Company, Three’s a Crowd”, ACM MobiSys 2nd Workshop on Physical Analytics (WPA), Florence, Italy, May 2015 (paper , open source sensing libraries, Features at Royal Institution Christmas Lectures at BBC Four, Marconi Society Best Poster Award)

  • Yulia Silina, Hamed Haddadi, “The Distant Heart: Mediating Long-Distance Relationships through Connected Computational Jewelry”, May 2015, available on arXiv [paper]

2014:

  • Richard Mortier, Hamed Haddadi, Tristan Henderson, Derek McAuley, and Jon Crowcroft, “Human-Data Interaction: The Human Face of the Data-Driven Society”, (October 1, 2014). Available at SSRN: http://ssrn.com/abstract=2508051 (paper , MIT Technology Review , DARPA call, EPSRC call)

  • Muhammad Haris, Hamed Haddadi, Pan Hui, “Privacy Leakage in Mobile Computing: Tools, Methods, and Characteristics”, October 2014 (paper)

  • Kleomenis Katevas, Hamed Haddadi, Laurissa Tokarchuk, “SensingKit: A Multi-Platform Mobile Sensing Framework for Large-Scale Experiments”, Extended abstract, ACM MobiCom 2014, Maui, Hawaii, September 2014. [PDF , iOS/Android libraries]

  • Marjan Falahrastegar, Hamed Haddadi, Steve Uhlig, and Richard Mortier, “Anatomy of the Third-Party Web Tracking Ecosystem”. September 2014. [paper , MIT Tech Review, The Register]

  • Hamed Haddadi, Ian Brown, “Quantified Self and the Privacy Challenge”, SCL Technology Law Futures Forum, August 2014 [Paper, Article]

  • Hamed Haddadi, Georgios Smaragdakis, K. K. Ramakrishnan, “Opportunities in a Federated Cloud Marketplace”, May 2014, [paper]

  • Shana Dacres, Hamed Haddadi, Matthew Purver, “Topic and Sentiment Analysis on OSNs: a Case Study of Advertising Strategies on Twitter”, The Sixth ASE International Conference on Social Computing, SOCIALCOM 2014, Stanford, CA, USA, May 27 - May 31, 2014 (PDF)

  • Marjan Falahrastegar, Hamed Haddadi, Steve Uhlig, and Richard Mortier, “The Rise of Panopticons: Examining Region-Specific Third-Party Web Tracking”, In Sixth Workshop on Traffic Monitoring and Analysis (TMA), London, UK, April 2014. (paper , code)

2013:

  • Richard Mortier, Hamed Haddadi, Tristan Henderson, Derek McAuley, and Jon Crowcroft, “Challenges & Opportunities in Human-Data Interaction”, DE2013: Open Digital, November 2013, MediaCityUK, Salford, UK. (PDF) [BEST PAPER AWARD]

  • Hamed Haddadi, Olivier Bonaventure (editors), “Recent Advances in Networking”, ACM SIGCOMM eBook, 2013, ACM, NY, USA. (PDF)

  • Hamed Haddadi, Patrick Healey, Rose McCabe, Matthew Purver, “Healthcare Informatics for Mental Health: Recent Advances and the Outlook for the Future”, Starting Today: Future of Mental Health Services, Technical Report, Mental Health Foundation, September 2013

  • Hamed Haddadi, Emiliano Miluzzo, Pan Hui (editors), Proceedings of the 5th ACM Workshop on HotPlanet, HotPlanet’13, co-located with SIGCOMM’13, August 16, 2013, Hong Kong, China. ACM 2013.

  • Hamed Haddadi, Richard Mortier, Derek McAuley, Jon Crowcroft, “Human-Data Interaction”, Technical Report 837, University of Cambridge, Computer Laboratory (PDF)

  • Bernadette Kamleitner, Stephan Dickert, Marjan Falahrastegar, Hamed Haddadi, “Information Bazaar: a Contextual Evaluation”, 5th ACM HotPlanet workshop, co-located with SIGCOMM 2013, August 2013, HongKong. (PDF)

  • Haifeng Liu, Zheng Hu , Hamed Haddadi, Hui Tian, “Hidden Link Prediction based on Node Centrality and Weak Ties” in EPL (Europhysics Letters), Volume 101 Number 1, January 2013 (Impact Factor 2.171), (pdf)

2012:

  • Narseo Vallina-Rodriguez, Jay Shah, Alessandro Finamore, Yan Grunenberger, Konstantina Papagiannaki, Hamed Haddadi, Jon Crowcroft, “Breaking for Commercials: Characterizing Mobile Advertising”, in ACM SIGCOMM Internet Measurement Conference, November 2012, Boston, MA, USA (paper , Conversation article)

  • Narseo Vallina-Rodriguez, Salvatore Scellato, Hamed Haddadi, Carl Forsell, Jon Crowcroft and Cecilia Mascolo, “Los Twindignados: the Rise of the Indignants Movement”, ASE/IEEE International Conference on Social Computing (SocialCom), September 2012 (paper)

  • Meeyoung Cha, Juan Antonio Navarro Perez, Hamed Haddadi, “The Spread of Media Content Through Blogs”, in Social Network Analysis and Mining, Springer, Volume 2, Number 3, (September 2012) (paper)

  • Meeyoung Cha, Fabrício Benevenuto, Hamed Haddadi and Krishna Gummadi, “The world of connections and information flow in Twitter”, IEEE Transactions on Systems, Man and Cybernetics - Part A (Impact Factor: 2.54). Volume 42, Number 4. July 2012. (paper)

  • Steve Uhlig, Hamed Haddadi, “Innovation for the Internet: the need to engage all stakeholders”, in Consultation on Future Network Technologies Research and Innovation in HORIZON2020, 29 June 2012, Brussels (pdf)

  • Hamed Haddadi, Richard Mortier, Steven Hand, Ian Brown, Eiko Yoneki, Derek McAuley and Jon Crowcroft: “Privacy Analytics”. ACM SIGCOMM Computer Communication Review, April 2012. (paper)

  • King, A. J., Wilson, A. M., Wilshin, S. D., Lowe, J., Haddadi, H., Hailes, S., Morton, A. J. “Selfish- herd behaviour of sheep under threat”, Current Biology (impact factor ~10), July 2012. (paper PDF) (also on Science Magazine , BBC, PHYS.ORG , Los Angeles Times, Daily Telegraph, Science Daily and more, just google “Selfish sheep”!)

  • Damien Fay, Hamed Haddadi, Andrew W. Moore, Richard Mortier , Andrew G. Thomason and Steve Uhlig, “Weighted Spectral Distribution: A Metric for Structural Analysis of Networks “, in Machine Learning Approach for Network Analysis: Novel Graph Classes for Classification Techniques, Wiley, USA, 2012 (chapter)

  • Hamed Haddadi, Eiko Yoneki, Proceedings of the First Workshop on Measurement, Privacy, and Mobility 2012, ACM, New York, NY, USA.

  • Hannah Hobbs-Chell, Andrew J. King, Hannah Sharratt, Hamed Haddadi, Skye R. Rudiger , Stephen Hailes, A. Jennifer Morton, Alan M. Wilson, “Data-loggers carried on a harness do not adversely affect sheep locomotion”, in Research in Veterinary Science, Elsevier, 2012 (Paper PDF)

2011:

  • Damien Fay, Hamed Haddadi, Steve Uhlig, Liam Kilmartin, Andrew W Moore, Jerome Kunegis, Marios Iliofotou, “Discriminating graphs through spectral projections”, in Elsevier Computer Networks (COMNET), 2011, Paper pdf

  • Hamed Haddadi, Andrew J. King, Alison P. Wills, Damien Fay, John Lowe, A. Jennifer Morton, Stephen Hailes, and Alan Wilson, “Determining association networks in social animals: choosing spatial-temporal criteria and sampling rates”, in Behavioral Ecology and Sociobiology (Impact Factor: 3.18), 2011, (PDF)

  • Hamed Haddadi, Pan Hui, Tristan Henderson, Ian Brown, “Targeted Advertising on the Handset: Privacy and Security Challenges”, in (Pervasive Advertising), Springer Human-Computer Interaction Series, 2011 (paper)

  • PRIVATE, ACCOUNTABLE, AND PERSONALIZED INFORMATION DELIVERY IN A NETWORKED SYSTEM , United States Patent application, Max Planck Institute for Software Systems (MPI-SWS), with Paul Francis and Saikat Guha http://www.freepatentsonline.com/y2011/0055552.html

2010:

  • Hamed Haddadi, Pan Hui, Ian Brown “MobiAd: Private and Scalable Mobile Advertising”, in The 5th ACM International Workshop on Mobility in the Evolving Internet Architecture (MobiArch2010), Chicago, Illinois, USA, September 2010 (paper) (Guardian)

  • Hamed Haddadi, Pan Hui, “To Add or not to Add: Privacy and Social Honeypots”, in IEEE International Conference on Communications (ICC) Workshop on Social Networks, Cape Town, South Africa, May 27, 2010 (invited paper)

  • Meeyoung Cha, Hamed Haddadi, Fabricio Benevenuto, Krishna Gummadi, “Measuring User Influence in Twitter: The Million Follower Fallacy”, in ICWSM 2010, 4th Int’l AAAI Conference on Weblogs and Social Media, May 23-26, 2010, George Washington University, Washington, DC (paper), ICWSM 2020 Test of Time Award, (NYTimes coverage ) (Harvard Business Review coverage ) (Media coverage)

  • Hamed Haddadi, “Battling Online Click-Fraud Using Bluff Ads”, ACM SIGCOMM Computer Communication Review (CCR) , Vol. 40, No. 2,April 2010 (Papers)

  • Hamed Haddadi, Tristan Henderson, and Jon Crowcroft, “The ambient loo: caught short when nature calls?”, ACM SIGCOMM Computer Communication Review (CCR), Editorial Zone (Comic) , Vol. 40, No. 2,April 2010 (Paper)

  • H. Haddadi, D. Fay, S. Uhlig, A. Moore, R. Mortier, A. Jamakovic, “Mixing Biases: Structural Changes in the AS Topology Evolution”, To appear in proc. of the second international workshop on Traffic and Measurements Analysis (COST-TMA 2010), Zürich, Switzerland, April 2010. (paper)

  • Damien Fay, Hamed Haddadi, Andrew G. Thomason, Andrew W. Moore, Richard Mortier, Almerima Jamakovic, Steve Uhlig, Miguel Rio, “Weighted Spectral Distribution for Internet Topology Analysis: Theory and Applications”, IEEE/ACM Transactions on Networking (ToN), Volume 18, Issue 1, February 2010 [paper] (WSD Toolbox)

2009:

  • Damien Fay, Hamed Haddadi, Andrew Moore, Richard Mortier, Steve Uhlig, Almerima Jamakovic, “A Weighted Spectrum Metric for Comparison of Internet Topologies”, ACM SIGMETRICS PER Performance Evaluation Review, December 2009 (paper)

  • Saikat Guha, Alexey Reznichenko, Hamed Haddadi, Paul Francis, “Serving Ads from localhost for Performance, Privacy, and Profit”, Eighth ACM Workshop on Hot Topics in Networks (HotNets-VIII), October 2009, New York City, NY (paper)

  • Saikat Guha, Bin Cheng, Alexey Reznichenko, Hamed Haddadi, and Paul Francis. Privad: “ Rearchitecting Online Advertising for Privacy. Technical Report TR-2009-4, Max Planck Institute for Software Systems, Kaiserslautern-Saarbrucken, Germany, 2009. http://mpi-sws.org/tr/2009-004.pdf

  • Hamed Haddadi, Damien Fay, Steve Uhlig, Andrew W. Moore, Richard Mortier, Almerima Jamakovic, “Analysis of the Internet’s structural evolution, “Technical Report UCAM-CL-TR-756, University of Cambridge, Computer Laboratory, September 2009 TECH_REPORT

  • Hamed Haddadi, Saikat Guha, Paul Francis, “Not All Adware is Badware:Towards Privacy-Aware Advertising”, 9th IFIP Conference on e-Business, e-Services, and e-Society (I3E 2009), September 2009, Nancy, France [Paper PDF]

  • Hamed Haddadi, Damien Fay, Almerima Jamakovic, Olaf Maennel, Andrew W. Moore, Richard Mortier, Steve Uhlig, “On the Importance of Local Connectivity for Internet Topology Models”, 21st International Teletraffic Congress (ITC 21), September 2009, Paris, France (Paper)

  • Meeyoung Cha, Juan Antonio Navarro Perez, and Hamed Haddadi, “Flash Floods and Ripples: The Spread of Media Content through the Blogosphere”, 3rd Int’l AAAI Conference on Weblogs and Social Media (ICWSM) Data Challenge Workshop, May 17 - 20, 2009, San Jose, California [BEST PAPER AWARD]

  • Richard G. Clegg, Raul Landa, Hamed Haddadi, Miguel Rio, “Measuring the likelihood of models for network evolution”, IEEE Infocom NetSciCom Workshop, April 24, 2009 - Rio de Janeiro, Brazil [Preprint]

  • R. G. Clegg, M. S. Withall, A. W. Moore, I. W. Phillips, D. J. Parish, M. Rio, R. Landa, H. Haddadi, K. Kyriakopoulos, J. Auge, R. Clayton and D. Salmon, “Challenges in the capture and dissemination of measurements from high-speed networks”, IET Communications, Special Issue on Simulation, Analysis and Measurement of Broadband Network Traffic, volume 3, Issue 6 2009 pp 957-966 (paper)

2008:

  • Damien Fay, Hamed Haddadi, Steve Uhlig, Andrew W. Moore, Richard Mortier, Almerima Jamakovic, “Weighted spectral distribution”, Technical Report UCAM-CL-TR-729, University of Cambridge, Computer Laboratory, September 2008 (tech-report)

  • Hamed Haddadi, Damien Fay, Almerima Jamakovic, Olaf Maennel, Andrew W. Moore, Richard Mortier, Miguel Rio, Steve Uhlig, “Beyond Node Degree: Evaluating AS Topology Models”, Technical Report UCAM-CL-TR-725, University of Cambridge, Computer Laboratory, July 2008 (tech-report)

  • Hamed Haddadi, Raul Landa, Andrew Moore, Saleem Bhatti, Miguel Rio, Xianhui Che, “Revisiting the Issues On Netflow Sample and Export Performance”, CHINACOM 2008, Third International Conference on Communications and Networking in China, August 25-27, 2008, Hangzhou, China [paper]

  • Hamed Haddadi, Gianluca Iannaccone, Andrew Moore, Richard Mortier, Miguel Rio, “Network Topologies: Inference, Modelling and Generation”, IEEE Communications Surveys and Tutorials, Volume 10, Number 2, 2008, paper

  • Hamed Haddadi, Damien Fay, Steve Uhlig, Andrew Moore, Richard Mortier, Almerima Jamakovic, Miguel Rio, “Tuning Topology Generators Using Spectral Distributions”, SPEC International Performance Evaluation Workshop 2008, Springer Lecture Notes in Computer Science, Volume 5119, June 2008, Darmstadt, Germany, Book Chapter (paper)

  • Richard G. Clegg, Raul Landa, Hamed Haddadi, Andrew Moore, Miguel Rio, “Techniques for flow inversion on sampled data”, 11th IEEE INFOCOM Global Internet Symposium, April 2008, Phoenix AZ, USA (paper PDF)

  • Hamed Haddadi, Steve Uhlig, Andrew Moore, Richard Mortier, and Miguel Rio. Modeling Internet Topology Dynamics. ACM SIGCOMM Computer Communication Review, 38(2), April 2008. (paper PDF)

2007:

  • Hamed Haddadi, Andrew Moore, Richard Mortier, Miguel Rio, Gianluca Iannaccone, “End-to-End Network Topology Generation”, Extended abstract, ACM SIGCOMM, August 2007, Kyoto, Japan [abstract /poster]

  • Richard G. Clegg, Hamed Haddadi, Raul Landa, Miguel Rio, “Towards Informative Statistical Flow Inversion” May 2007 [paper]

2006:

  • Hamed Haddadi, Raul Landa, Miguel Rio, Saleem Bhatti, “Revisiting the Issues On Netflow Sample and Export Performance” December 2006, [paper]

  • Hamed Haddadi and Lionel Sacks, “Networks Modelling Using Sampled Statistics”, Proceedings of LCS2006, London Communications Symposium: The Annual London Conference on Communication, University College London , 14th-15th September 2006 [paper]

2005:

  • Hamed Haddadi, Lionel Sacks, “Passive Monitoring Challenges on High-Speed Switched Networks”, Proceedings of LCS2005, London Communications Symposium: The Annual London Conference on Communication, University College London , 8th-9th September 2005 [paper]

  • Hamed Haddadi, Eduarda Mendes Rodrigues, Lionel E Sacks, “Development of a Monitoring and Measurement Platform for UKLight High-Capacity Network”, Proceedings of PREP2005 : Postgraduate Research Conference in Electronics, Photonics, Communications and Networks, and Computing Science, University of Lancaster, UK, 30th March to 1st April 2005 [paper]

  • Hamed Haddadi, Eduarda Mendes Rodrigues, Lionel E Sacks, “Applications of GridProbe Technology for Traffic Monitoring on High-Capacity Backbone Networks, Data-Link Layer Simulation Approach”, Extended abstract, Proceedings of IEEE INFOCOM 2005: The Conference on Computer Communications, Miami, Florida, USA, March 13th -17th 2005 [abstract]

  • Matt Britton, Venus Shum, Lionel Sacks and Hamed Haddadi, “A Biologically-Inspired Approach to Designing Wireless Sensor Networks”, Proceedings of EWSN 2005: 2nd European Workshop on Wireless Sensor Networks, Istanbul, Turkey, January 31st – February 2nd 2005 [paper via IEEE Xplore, PDF]

Before 2005, I actually lead an interesting life!