A biologically-inspired approach to designing wireless sensor networks. - Matthew Britton; Venus Shum; Lionel Sacks; Hamed Haddadi (EWSN, 2005)

Revisiting the Issues On Netflow Sample and Export Performance - Hamed Haddadi; Raul Landa; Miguel Rio; Saleem N. Bhatti (CoRR, 2007)

Towards Informative Statistical Flow Inversion - Richard G. Clegg; Hamed Haddadi; Raul Landa; Miguel Rio (CoRR, 2007)

Tuning Topology Generators Using Spectral Distributions. - Hamed Haddadi; Damien Fay; Steve Uhlig; Andrew W. Moore 002; Richard Mortier; Almerima Jamakovic; Miguel Rio (SIPEW, 2008)

Modeling internet topology dynamics. - Hamed Haddadi; Steve Uhlig; Andrew W. Moore 002; Richard Mortier; Miguel Rio (Comput. Commun. Rev., 2008)

Network topologies: Inference, modeling, and generation. - Hamed Haddadi; Miguel Rio; Gianluca Iannaccone; Andrew W. Moore 002; Richard Mortier (IEEE Commun. Surv. Tutorials, 2008)

Beyond Node Degree: Evaluating AS Topology Models - Hamed Haddadi; Damien Fay; Almerima Jamakovic; Olaf Maennel; Andrew W. Moore 002; Richard Mortier; Miguel Rio; Steve Uhlig (CoRR, 2008)

Serving Ads from localhost for Performance, Privacy, and Profit. - Saikat Guha 002; Alexey Reznichenko; Kevin Tang; Hamed Haddadi; Paul Francis (HotNets, 2009)

Not All Adware Is Badware: Towards Privacy-Aware Advertising. - Hamed Haddadi; Saikat Guha 002; Paul Francis (I3E, 2009)

On the importance of local connectivity for Internet topology models. - Hamed Haddadi; Damien Fay; Almerima Jamakovic; Olaf Maennel; Andrew W. Moore 002; Richard Mortier; Steve Uhlig (ITC, 2009)

Challenges in the capture and dissemination of measurements from high-speed networks. - Richard G. Clegg; Mark S. Withall; Andrew W. Moore 002; Iain W. Phillips; David J. Parish; Miguel Rio; Raul Landa; Hamed Haddadi; Konstantinos G. Kyriakopoulos; J. Auge; R. Clayton; D. Salmon (IET Commun., 2009)

A weighted spectrum metric for comparison of internet topologies. - Damien Fay; Hamed Haddadi; Andrew W. Moore 002; Richard Mortier; Steve Uhlig; Almerima Jamakovic (SIGMETRICS Perform. Evaluation Rev., 2009)

Measuring User Influence in Twitter: The Million Follower Fallacy. - Meeyoung Cha; Hamed Haddadi; Fabrício Benevenuto; P. Krishna Gummadi (ICWSM, 2010)

Mixing Biases: Structural Changes in the AS Topology Evolution. - Hamed Haddadi; Damien Fay; Steve Uhlig; Andrew W. Moore 002; Richard Mortier; Almerima Jamakovic (TMA, 2010)

Fighting online click-fraud using bluff ads. - Hamed Haddadi (Comput. Commun. Rev., 2010)

The ambient Loo: caught short when nature calls? - Hamed Haddadi; Tristan Henderson; Jon Crowcroft (Comput. Commun. Rev., 2010)

Weighted spectral distribution for internet topology analysis: theory and applications. - Damien Fay; Hamed Haddadi; Andrew Thomason 001; Andrew W. Moore 002; Richard Mortier; Almerima Jamakovic; Steve Uhlig; Miguel Rio (IEEE/ACM Trans. Netw., 2010)

Discriminating graphs through spectral projections. - Damien Fay; Hamed Haddadi; Steve Uhlig; Liam Kilmartin; Andrew W. Moore 002; Jérôme Kunegis; Marios Iliofotou (Comput. Networks, 2011)

Targeted Advertising on the Handset: Privacy and Security Challenges. - Hamed Haddadi; Pan Hui 001; Tristan Henderson; Ian Brown (Pervasive Advertising, 2011)

Breaking for commercials: characterizing mobile advertising. - Narseo Vallina-Rodriguez; Jay Shah; Alessandro Finamore; Yan Grunenberger; Konstantina Papagiannaki; Hamed Haddadi; Jon Crowcroft (Internet Measurement Conference, 2012)

Los Twindignados: The Rise of the Indignados Movement on Twitter. - Narseo Vallina-Rodriguez; Salvatore Scellato; Hamed Haddadi; Carl Forsell; Jon Crowcroft; Cecilia Mascolo (SocialCom/PASSAT, 2012)

Privacy analytics. - Hamed Haddadi; Richard Mortier; Steven Hand 001 (Comput. Commun. Rev., 2012)

The spread of media content through blogs. - Meeyoung Cha; Juan Antonio Navarro Pérez; Hamed Haddadi (Soc. Netw. Anal. Min., 2012)

The World of Connections and Information Flow in Twitter. - Meeyoung Cha; Fabrício Benevenuto; Hamed Haddadi; P. Krishna Gummadi (IEEE Trans. Syst. Man Cybern. Part A, 2012)

Information bazaar: a contextual evaluation. - Bernadette Kamleitner; Stephan Dickert; Marjan Falahrastegar; Hamed Haddadi (HotPlanet@SIGCOMM, 2013)

Topic and Sentiment Analysis on OSNs: a Case Study of Advertising Strategies on Twitter. - Shana Dacres; Hamed Haddadi; Matthew Purver (CoRR, 2013)

Measuring the likelihood of models for network evolution - Richard G. Clegg; Raul Landa; Hamed Haddadi; Miguel Rio (CoRR, 2013)

Poster: SensingKit: a multi-platform mobile sensing framework for large-scale experiments. - Kleomenis Katevas; Hamed Haddadi; Laurissa N. Tokarchuk (MobiCom, 2014)

The Rise of Panopticons: Examining Region-Specific Third-Party Web Tracking. - Marjan Falahrastegar; Hamed Haddadi; Steve Uhlig; Richard Mortier (TMA, 2014)

Anatomy of the Third-Party Web Tracking Ecosystem. - Marjan Falahrastegar; Hamed Haddadi; Steve Uhlig; Richard Mortier (CoRR, 2014)

Opportunities in a Federated Cloud Marketplace. - Hamed Haddadi; Georgios Smaragdakis; K. K. Ramakrishnan (CoRR, 2014)

Privacy Leakage in Mobile Computing: Tools, Methods, and Characteristics. - Muhammad Haris Mughees; Hamed Haddadi; Pan Hui (CoRR, 2014)

Human-Data Interaction: The Human Face of the Data-Driven Society. - Richard Mortier; Hamed Haddadi; Tristan Henderson; Derek McAuley; Jon Crowcroft (CoRR, 2014)

Personal data: thinking inside the box. - Amir Chaudhry; Jon Crowcroft; Heidi Howard; Anil Madhavapeddy; Richard Mortier; Hamed Haddadi; Derek McAuley (Aarhus Conference on Critical Alternatives, 2015)

#FoodPorn: Obesity Patterns in Culinary Interactions. - Yelena Mejova; Hamed Haddadi; Anastasios Noulas; Ingmar Weber (Digital Health, 2015)

360-degree Quantified Self. - Hamed Haddadi; Ferda Ofli; Yelena Mejova; Ingmar Weber; Jaideep Srivastava (ICHI, 2015)

Dietary Habits of an Expat Nation: Case of Qatar. - Yelena Mejova; Hamed Haddadi; Sofiane Abbar; Azadeh Ghahghaei; Ingmar Weber (ICHI, 2015)

New directions in jewelry: a close look at emerging trends & developments in jewelry-like wearable devices. - Yulia Silina; Hamed Haddadi (ISWC, 2015)

Walking in Sync: Two is Company, Three's a Crowd. - Kleomenis Katevas; Hamed Haddadi; Laurissa N. Tokarchuk; Richard G. Clegg (WPA@MobiSys, 2015)

Personal Data: Thinking Inside the Box. - Hamed Haddadi; Heidi Howard; Amir Chaudhry; Jon Crowcroft; Anil Madhavapeddy; Richard Mortier (CoRR, 2015)

360 Quantified Self. - Hamed Haddadi; Ferda Ofli; Yelena Mejova; Ingmar Weber; Jaideep Srivastava (CoRR, 2015)

The Distant Heart: Mediating Long-Distance Relationships through Connected Computational Jewelry. - Yulia Silina; Hamed Haddadi (CoRR, 2015)

Wearable Computing for Health and Fitness: Exploring the Relationship between Data and Human Behaviour. - Natalie Wilde; Katrin Hänsel; Hamed Haddadi; Akram Alomainy (CoRR, 2015)

A Glance through the VPN Looking Glass: IPv6 Leakage and DNS Hijacking in Commercial VPN clients. - Vasile Claudiu Perta; Marco Valerio Barbera; Gareth Tyson; Hamed Haddadi; Alessandro Mei (Proc. Priv. Enhancing Technol., 2015)

A first look at user activity on tinder. - Gareth Tyson; Vasile Claudiu Perta; Hamed Haddadi; Michael C. Seto (ASONAM, 2016)

Personal Data Management with the Databox: What's Inside the Box? - Richard Mortier; Jianxin Zhao 001; Jon Crowcroft; Liang Wang 009; Qi Li; Hamed Haddadi; Yousef Amar; Andy Crabtree; James A. Colley; Tom Lodge; Tosh Brown; Derek McAuley; et al. (CAN@CoNEXT, 2016)

The Effect of Social Feedback in a Reddit Weight Loss Community. - Tiago Oliveira Cunha; Ingmar Weber; Hamed Haddadi; Gisele L. Pappa (Digital Health, 2016)

Fruits and Vegetables Calorie Counter Using Convolutional Neural Networks. - Morteza Akbari Fard; Hamed Haddadi; Alireza Tavakoli Targhi (Digital Health, 2016)

Towards Bottom-Up Analysis of Social Food. - Jaclyn Rich; Hamed Haddadi; Timothy M. Hospedales (Digital Health, 2016)

Large scale mood and stress self-assessments on a smartwatch. - Katrin Hänsel; Akram Alomainy; Hamed Haddadi (UbiComp Adjunct, 2016)

Detecting group formations using iBeacon technology. - Kleomenis Katevas; Hamed Haddadi; Laurissa N. Tokarchuk; Richard G. Clegg (UbiComp Adjunct, 2016)

Fetishizing Food in Digital Age: #foodporn Around the World. - Yelena Mejova; Sofiane Abbar; Hamed Haddadi (ICWSM, 2016)

SensingKit: Evaluating the Sensor Power Consumption in iOS Devices. - Kleomenis Katevas; Hamed Haddadi; Laurissa N. Tokarchuk (Intelligent Environments, 2016)

An Exploration of Fetish Social Networks and Communities. - Damien Fay; Hamed Haddadi; Michael C. Seto; Han Wang 004; Christoph Carl Kling (NetSci-X, 2016)

Tracking Personal Identifiers Across the Web. - Marjan Falahrastegar; Hamed Haddadi; Steve Uhlig; Richard Mortier (PAM, 2016)

Privacy-Aware Infrastructure for Managing Personal Data. - Yousef Amar; Hamed Haddadi; Richard Mortier (SIGCOMM, 2016)

Adblocking and Counter Blocking: A Slice of the Arms Race. - Rishab Nithyanand; Sheharbano Khattak; Mobin Javed; Narseo Vallina-Rodriguez; Marjan Falahrastegar; Julia E. Powles; Emiliano De Cristofaro; Hamed Haddadi; Steven J. Murdoch (FOCI, 2016)

Ad-Blocking and Counter Blocking: A Slice of the Arms Race. - Rishab Nithyanand; Sheharbano Khattak; Mobin Javed; Narseo Vallina-Rodriguez; Marjan Falahrastegar; Julia E. Powles; Emiliano De Cristofaro; Hamed Haddadi; Steven J. Murdoch (CoRR, 2016)

Valorising the IoT Databox: Creating Value for Everyone. - Charith Perera; Susan Wakenshaw; Tim Baarslag; Hamed Haddadi; Arosha K. Bandara; Richard Mortier; Andy Crabtree; Irene C. L. Ng; Derek McAuley; Jon Crowcroft (CoRR, 2016)

Challenges with Current Wearable Technology in Monitoring Health Data and Providing Positive Behavioural Support. - Katrin Hänsel; Natalie Wilde; Hamed Haddadi; Akram Alomainy (EAI Endorsed Trans. Future Intell. Educ. Environ., 2016)

Enabling the new economic actor: data protection, the digital economy, and the Databox. - Andy Crabtree; Tom Lodge; James A. Colley; Chris Greenhalgh; Richard Mortier; Hamed Haddadi (Pers. Ubiquitous Comput., 2016)

The Adblocking Tug-of-War. - Hamed Haddadi; Rishab Nithyanand; Sheharbano Khattak; Mobin Javed; Narseo Vallina-Rodriguez; Marjan Falahrastegar; Julia E. Powles; Emiliano De Cristofaro; Steven J. Murdoch (login Usenix Mag., 2016)

Demo: AWSense: A Framework for Collecting Sensing Data from the Apple Watch. - Katrin Hänsel; Hamed Haddadi; Akram Alomainy (MobiSys, 2017)

Demo: Detecting Group Formations using iBeacon Technology. - Kleomenis Katevas; Laurissa N. Tokarchuk; Hamed Haddadi; Richard G. Clegg; Muhammad Irfan (MobiSys, 2017)

Kissing Cuisines: Exploring Worldwide Culinary Habits on the Web. - Sina Sajadmanesh; Sina Jafarzadeh; Seyed Ali Ossia; Hamid R. Rabiee; Hamed Haddadi; Yelena Mejova; Mirco Musolesi; Emiliano De Cristofaro; Gianluca Stringhini (WWW (Companion Volume), 2017)

A Hybrid Deep Learning Architecture for Privacy-Preserving Mobile Analytics. - Seyed Ali Ossia; Ali Shahin Shamsabadi; Ali Taheri; Hamid R. Rabiee; Nicholas D. Lane; Hamed Haddadi (CoRR, 2017)

Personal Model Training under Privacy Constraints. - Sandra Servia Rodríguez; Liang Wang 009; Jianxin Zhao 001; Richard Mortier; Hamed Haddadi (CoRR, 2017)

Privacy-Preserving Deep Inference for Rich User Data on The Cloud. - Seyed Ali Ossia; Ali Shahin Shamsabadi; Ali Taheri; Kleomenis Katevas; Hamid R. Rabiee; Nicholas D. Lane; Hamed Haddadi (CoRR, 2017)

Valorising the IoT Databox: creating value for everyone. - Charith Perera; Susan Wakenshaw; Tim Baarslag; Hamed Haddadi; Arosha K. Bandara; Richard Mortier; Andy Crabtree; Irene C. L. Ng; Derek McAuley; Jon Crowcroft (Trans. Emerg. Telecommun. Technol., 2017)

What to Put on the User: Sensing Technologies for Studies and Physiology Aware Systems. - Katrin Hänsel; Romina Poguntke; Hamed Haddadi; Akram Alomainy; Albrecht Schmidt 001 (CHI, 2018)

An Information-Theoretic Approach to Time-Series Data Privacy. - Yousef Amar; Hamed Haddadi; Richard Mortier (P2DS@EuroSys, 2018)

Protecting Sensory Data against Sensitive Inferences. - Mohammad Malekzadeh; Richard G. Clegg; Andrea Cavallaro; Hamed Haddadi (P2DS@EuroSys, 2018)

Distributed One-Class Learning. - Ali Shahin Shamsabadi; Hamed Haddadi; Andrea Cavallaro (ICIP, 2018)

Replacement AutoEncoder: A Privacy-Preserving Algorithm for Sensory Data Analysis. - Mohammad Malekzadeh; Richard G. Clegg; Hamed Haddadi (IoTDI, 2018)

Privacy-Preserving Personal Model Training. - Sandra Servia Rodríguez; Liang Wang 009; Jianxin Zhao 001; Richard Mortier; Hamed Haddadi (IoTDI, 2018)

The potential of wearable technology for monitoring social interactions based on interpersonal synchrony. - Katrin Hänsel; Kleomenis Katevas; Guido Orgs; Daniel C. Richardson; Akram Alomainy; Hamed Haddadi (WearSys@MobiSys, 2018)

Providing Occupancy as a Service with Databox. - Poonam Yadav; John Moore; Qi Li; Richard Mortier; Anthony Brown 001; Andy Crabtree; Chris Greenhalgh; Derek McAuley; Yousef Amar; Ali Shahin Shamsabadi; Hamed Haddadi (CitiFog@SenSys, 2018)

Private and Scalable Personal Data Analytics Using Hybrid Edge-to-Cloud Deep Learning. - Seyed Ali Ossia; Ali Shahin Shamsabadi; Ali Taheri; Hamid R. Rabiee; Hamed Haddadi (Computer, 2018)

An Analysis of Home IoT Network Traffic and Behaviour. - Yousef Amar; Hamed Haddadi; Richard Mortier; Anthony Brown 001; James A. Colley; Andy Crabtree (CoRR, 2018)

Building accountability into the Internet of Things: the IoT Databox model. - Andy Crabtree; Tom Lodge; James A. Colley; Chris Greenhalgh; Kevin Glover; Hamed Haddadi; Yousef Amar; Richard Mortier; Qi Li; John Moore; Liang Wang 009; Poonam Yadav; et al. (J. Reliab. Intell. Environ., 2018)

Special theme on privacy and the Internet of things. - Alan Chamberlain; Andy Crabtree; Hamed Haddadi; Richard Mortier (Pers. Ubiquitous Comput., 2018)

Poster: Towards Characterizing and Limiting Information Exposure in DNN Layers. - Fan Mo 004; Ali Shahin Shamsabadi; Kleomenis Katevas; Andrea Cavallaro; Hamed Haddadi (CCS, 2019)

BatteryLab, A Distributed Power Monitoring Platform For Mobile Devices. - Matteo Varvello; Kleomenis Katevas; Mihai Plesa; Hamed Haddadi; Benjamin Livshits (HotNets, 2019)

Activity prediction for mapping contextual-temporal dynamics. - Yuting Zhan; Hamed Haddadi (UbiComp/ISWC Adjunct, 2019)

Towards automating smart homes: contextual and temporal dynamics of activity prediction. - Yuting Zhan; Hamed Haddadi (UbiComp/ISWC Adjunct, 2019)

Activity prediction for improving well-being of both the elderly and caregivers. - Yuting Zhan; Hamed Haddadi (UbiComp/ISWC Adjunct, 2019)

Information Exposure From Consumer IoT Devices: A Multidimensional, Network-Informed Measurement Approach. - Jingjing Ren; Daniel J. Dubois; David R. Choffnes; Anna Maria Mandalari; Roman Kolcun; Hamed Haddadi (Internet Measurement Conference, 2019)

Mobile sensor data anonymization. - Mohammad Malekzadeh; Richard G. Clegg; Andrea Cavallaro; Hamed Haddadi (IoTDI, 2019)

Privacy Against Brute-Force Inference Attacks. - Seyed Ali Ossia; Borzoo Rassouli; Hamed Haddadi; Hamid R. Rabiee; Deniz Gündüz (ISIT, 2019)

Zest: REST over ZeroMQ. - John Moore; Andrés Arcia-Moret; Poonam Yadav; Richard Mortier; Anthony Brown 001; Derek McAuley; Andy Crabtree; Chris Greenhalgh; Hamed Haddadi; Yousef Amar (PerCom Workshops, 2019)

Emotion Filtering at the Edge. - Ranya Aloufi; Hamed Haddadi; David Boyle 001 (SenSys-ML, 2019)

Privacy preserving speech analysis using emotion filtering at the edge: poster abstract. - Ranya Aloufi; Hamed Haddadi; David Boyle 001 (SenSys, 2019)

Finding Dory in the Crowd: Detecting Social Interactions using Multi-Modal Mobile Sensing. - Kleomenis Katevas; Katrin Hänsel; Richard G. Clegg; Ilias Leontiadis; Hamed Haddadi; Laurissa N. Tokarchuk (SenSys-ML, 2019)

"Sensing" the IoT network: Ethical capture of domestic IoT network traffic: poster abstract. - Diana Andreea Popescu; Vadim Safronov; Poonam Yadav; Roman Kolcun; Anna Maria Mandalari; Hamed Haddadi; Derek McAuley; Richard Mortier (SenSys, 2019)

BatteryLab, a distributed power monitoring platform for mobile devices: demo abstract. - Matteo Varvello; Kleomenis Katevas; Wei Hang 003; Mihai Plesa; Hamed Haddadi; Fabián E. Bustamante; Benjamin Livshits (SenSys, 2019)

Deep Learning in Mobile and Wireless Networking: A Survey. - Chaoyun Zhang; Paul Patras; Hamed Haddadi (IEEE Commun. Surv. Tutorials, 2019)

Modeling and Forecasting Art Movements with CGANs. - Edoardo Lisi; Mohammad Malekzadeh; Hamed Haddadi; F. Din-Houn Lau; Seth R. Flaxman (CoRR, 2019)

Towards Characterizing and Limiting Information Exposure in DNN Layers. - Fan Mo 004; Ali Shahin Shamsabadi; Kleomenis Katevas; Andrea Cavallaro; Hamed Haddadi (CoRR, 2019)

Emotionless: Privacy-Preserving Speech Analysis for Voice Assistants. - Ranya Aloufi; Hamed Haddadi; David Boyle 001 (CoRR, 2019)

Privacy-preserving Voice Analysis via Disentangled Representations. - Ranya Aloufi; Hamed Haddadi; David Boyle 001 (CCSW, 2020)

Privacy-preserving activity and health monitoring on databox. - Yuchen Zhao; Hamed Haddadi; Severin Skillman; Shirin Enshaeifar; Payam M. Barnaghi (EdgeSys@EuroSys, 2020)

A Haystack Full of Needles: Scalable Detection of IoT Devices in the Wild. - Said Jawad Saidi; Anna Maria Mandalari; Roman Kolcun; Hamed Haddadi; Daniel J. Dubois; David R. Choffnes; Georgios Smaragdakis; Anja Feldmann (Internet Measurement Conference, 2020)

Privacy-Preserving Bandits. - Mohammad Malekzadeh; Dimitrios Athanasakis; Hamed Haddadi; Benjamin Livshits (MLSys, 2020)

DarkneTZ: towards model privacy at the edge using trusted execution environments. - Fan Mo 004; Ali Shahin Shamsabadi; Kleomenis Katevas; Soteris Demetriou; Ilias Leontiadis; Andrea Cavallaro; Hamed Haddadi (MobiSys, 2020)

Towards identifying IoT traffic anomalies on the home gateway: poster abstract. - Eman Maali; David Boyle 001; Hamed Haddadi (SenSys, 2020)

Update on ACM SIGCOMM CCR reviewing process: towards a more open review process. - Ralph Holz; Marco Mellia; Olivier Bonaventure; Hamed Haddadi; Matthew Caesar 001; Sergey Gorinsky; Gianni Antichi; Joseph Camp; K. C. Claffy; Bhaskaran Raman; Anna Sperotto; Aline Carneiro Viana; et al. (Comput. Commun. Rev., 2020)

Decentralized Policy-Based Private Analytics. - Kleomenis Katevas; Eugene Bagdasaryan; Jason Waterman; Mohamad Mounir Safadieh; Hamed Haddadi; Deborah Estrin (CoRR, 2020)

Towards Automatic Identification and Blocking of Non-Critical IoT Traffic Destinations. - Anna Maria Mandalari; Roman Kolcun; Hamed Haddadi; Daniel J. Dubois; David R. Choffnes (CoRR, 2020)

Running Neural Networks on the NIC. - Giuseppe Siracusano; Salvator Galea; Davide Sanvito; Mohammad Malekzadeh; Hamed Haddadi; Gianni Antichi; Roberto Bifulco (CoRR, 2020)

Layer-wise Characterization of Latent Information Leakage in Federated Learning. - Fan Mo 004; Anastasia Borovykh; Mohammad Malekzadeh; Hamed Haddadi; Soteris Demetriou (CoRR, 2020)

Semi-supervised Federated Learning for Activity Recognition. - Yuchen Zhao; Hanyang Liu; Honglin Li; Payam M. Barnaghi; Hamed Haddadi (CoRR, 2020)

The Case for Retraining of ML Models for IoT Device Identification at the Edge. - Roman Kolcun; Diana Andreea Popescu; Vadim Safronov; Poonam Yadav; Anna Maria Mandalari; Yiming Xie; Richard Mortier; Hamed Haddadi (CoRR, 2020)

A Hybrid Deep Learning Architecture for Privacy-Preserving Mobile Analytics. - Seyed Ali Osia; Ali Shahin Shamsabadi; Sina Sajadmanesh; Ali Taheri; Kleomenis Katevas; Hamid R. Rabiee; Nicholas D. Lane; Hamed Haddadi (IEEE Internet Things J., 2020)

Privacy and utility preserving sensor-data transformations. - Mohammad Malekzadeh; Richard G. Clegg; Andrea Cavallaro; Hamed Haddadi (Pervasive Mob. Comput., 2020)

When Speakers Are All Ears: Characterizing Misactivations of IoT Smart Speakers. - Daniel J. Dubois; Roman Kolcun; Anna Maria Mandalari; Muhammad Talha Paracha; David R. Choffnes; Hamed Haddadi (Proc. Priv. Enhancing Technol., 2020)

PrivEdge: From Local to Distributed Private Training and Prediction. - Ali Shahin Shamsabadi; Adrià Gascón; Hamed Haddadi; Andrea Cavallaro (IEEE Trans. Inf. Forensics Secur., 2020)

Deep Private-Feature Extraction. - Seyed Ali Osia; Ali Taheri; Ali Shahin Shamsabadi; Kleomenis Katevas; Hamed Haddadi; Hamid R. Rabiee (IEEE Trans. Knowl. Data Eng., 2020)

Detecting consumer IoT devices through the lens of an ISP. - Said Jawad Saidi; Anna Maria Mandalari; Hamed Haddadi; Daniel J. Dubois; David R. Choffnes; Georgios Smaragdakis; Anja Feldmann (ANRW, 2021)

Rapid IoT device identification at the edge. - Oliver Thompson; Anna Maria Mandalari; Hamed Haddadi (DistributedML@CoNEXT, 2021)

Configurable Privacy-Preserving Automatic Speech Recognition. - Ranya Aloufi; Hamed Haddadi; David Boyle 001 (Interspeech, 2021)

Developing a Prognostic Model to Predict Mortality in Patients with Acute Bacterial Meningitis. - Atiehsadat Mirkhani; Arash Roshanpoor; Omid Pournik; Hamed Haddadi; Jamal Mirzaei; Farzad Kaveh (MIE, 2021)

EDGY: on-device paralinguistic privacy protection. - Ranya Aloufi; Hamed Haddadi; David Boyle 001 (S3@MobiCom, 2021)

PPFL: privacy-preserving federated learning with trusted execution environments. - Fan Mo 004; Hamed Haddadi; Kleomenis Katevas; Eduard Marin; Diego Perino; Nicolas Kourtellis (MobiSys, 2021)

MoSen: Sensor Network Optimization in Multiple-Occupancy Smart Homes. - Yuting Zhan; Hamed Haddadi (PerCom Workshops, 2021)

Stronger Privacy for Federated Collaborative Filtering With Implicit Feedback. - Lorenzo Minto; Moritz Haller; Benjamin Livshits; Hamed Haddadi (RecSys, 2021)

Revisiting IoT Device Identification. - Roman Kolcun; Diana Andreea Popescu; Vadim Safronov; Poonam Yadav; Anna Maria Mandalari; Richard Mortier; Hamed Haddadi (TMA, 2021)

Online Advertising Security: Issues, Taxonomy, and Future Directions. - Zahra Pooranian; Mauro Conti; Hamed Haddadi; Rahim Tafazolli (IEEE Commun. Surv. Tutorials, 2021)

MoSen: Activity Modelling in Multiple-Occupancy Smart Homes. - Yuting Zhan; Hamed Haddadi (CoRR, 2021)

Quantifying Information Leakage from Gradients. - Fan Mo 004; Anastasia Borovykh; Mohammad Malekzadeh; Hamed Haddadi; Soteris Demetriou (CoRR, 2021)

A Tandem Framework Balancing Privacy and Security for Voice User Interfaces. - Ranya Aloufi; Hamed Haddadi; David Boyle 001 (CoRR, 2021)

Multimodal Federated Learning. - Yuchen Zhao; Payam M. Barnaghi; Hamed Haddadi (CoRR, 2021)

Pool-Party: Exploiting Browser Resource Pools as Side-Channels for Web Tracking. - Peter Snyder; Soroush Karami; Benjamin Livshits; Hamed Haddadi (CoRR, 2021)

Proof of Steak. - Jon Crowcroft; Hamed Haddadi; Arthur Gervais; Tristan Henderson (CoRR, 2021)

DANA: Dimension-Adaptive Neural Architecture for Multivariate Sensor Data. - Mohammad Malekzadeh; Richard G. Clegg; Andrea Cavallaro; Hamed Haddadi (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

Blocking Without Breaking: Identification and Mitigation of Non-Essential IoT Traffic. - Anna Maria Mandalari; Daniel J. Dubois; Roman Kolcun; Muhammad Talha Paracha; Hamed Haddadi; David R. Choffnes (Proc. Priv. Enhancing Technol., 2021)

PPFL: Enhancing Privacy in Federated Learning with Confidential Computing. - Fan Mo 004; Hamed Haddadi; Kleomenis Katevas; Eduard Marin; Diego Perino; Nicolas Kourtellis (GetMobile Mob. Comput. Commun., 2021)

STAR: Secret Sharing for Private Threshold Aggregation Reporting. - Alex Davidson; Peter Snyder; E. B. Quirk; Joseph Genereux; Benjamin Livshits; Hamed Haddadi (CCS, 2022)

Tango or square dance?: how tightly should we integrate network functionality in browsers? - Alex Davidson; Matthias Frei; Martin Gartner; Hamed Haddadi; Adrian Perrig; Jordi Subirà Nieto; Philipp Winter; François Wirz (HotNets, 2022)

Multimodal Federated Learning on IoT Data. - Yuchen Zhao; Payam M. Barnaghi; Hamed Haddadi (IoTDI, 2022)

Re-architecting Traffic Analysis with Neural Network Interface Cards. - Giuseppe Siracusano; Salvator Galea; Davide Sanvito; Mohammad Malekzadeh; Gianni Antichi; Paolo Costa; Hamed Haddadi; Roberto Bifulco (NSDI, 2022)

BatteryLab: A Collaborative Platform for Power Monitoring - https: //batterylab.dev. - Matteo Varvello; Kleomenis Katevas; Mihai Plesa; Hamed Haddadi; Fabián E. Bustamante; Ben Livshits (PAM, 2022)

Using Entropy Measures for Monitoring the Evolution of Activity Patterns. - Yushan Huang; Yuchen Zhao; Hamed Haddadi; Payam M. Barnaghi (WF-IoT, 2022)

Towards battery-free machine learning and inference in underwater environments. - Yuchen Zhao; Sayed Saad Afzal; Waleed Akbar; Osvy Rodriguez; Fan Mo 004; David Boyle 001; Fadel Adib; Hamed Haddadi (HotMobile, 2022)

Privacy-Aware Human Mobility Prediction via Adversarial Networks. - Yuting Zhan; Alex Kyllo; Afra Mashhadi; Hamed Haddadi (CoRR, 2022)

BatteryLab: A Collaborative Platform for Power Monitoring. - Matteo Varvello; Kleomenis Katevas; Mihai Plesa; Hamed Haddadi; Fabián E. Bustamante; Ben Livshits (CoRR, 2022)

Distributed data analytics. - Richard Mortier; Hamed Haddadi; Sandra Servia Rodríguez; Liang Wang 009 (CoRR, 2022)

Locally Authenticated Privacy-preserving Voice Input. - Ranya Aloufi; Andreas Nautsch; Hamed Haddadi; David Boyle 001 (CoRR, 2022)

FIB: A Method for Evaluation of Feature Impact Balance in Multi-Dimensional Data. - Xavier F. Cadet; Sara Ahmadi-Abhari; Hamed Haddadi (CoRR, 2022)

SoK: Machine Learning with Confidential Computing. - Fan Mo 004; Zahra Tarkhani; Hamed Haddadi (CoRR, 2022)

Tango or Square Dance? How Tightly Should we Integrate Network Functionality in Browsers? - Alex Davidson; Matthias Frei; Marten Gartner; Hamed Haddadi; Jordi Subirà Nieto; Adrian Perrig; Philipp Winter; François Wirz (CoRR, 2022)

PRISM: Privacy Preserving Internet of Things Security Management. - Savvas Hadjixenophontos; Anna Maria Mandalari; Yuchen Zhao; Hamed Haddadi (CoRR, 2022)

Blocked or Broken? Automatically Detecting When Privacy Interventions Break Websites. - Michael Smith; Peter Snyder; Moritz Haller; Benjamin Livshits; Deian Stefan; Hamed Haddadi (Proc. Priv. Enhancing Technol., 2022)

Analysing Fairness of Privacy-Utility Mobility Models. - Yuting Zhan; Hamed Haddadi; Afra Mashhadi (UbiComp/ISWC Adjunct, 2023)

GT-TSCH: Game-Theoretic Distributed TSCH Scheduler for Low-Power IoT Networks. - Omid Tavallaie; Seid Miad Zandavi; Hamed Haddadi; Albert Y. Zomaya (ICDCS, 2023)

Understanding the Privacy Risks of Popular Search Engine Advertising Systems. - Salim Chouaki; Oana Goga; Hamed Haddadi; Peter Snyder (IMC, 2023)

A First Look at the Privacy Harms of the Public Suffix List. - Stephen McQuistin; Peter Snyder; Colin Perkins; Hamed Haddadi; Gareth Tyson (IMC, 2023)

PRISM: Privacy Preserving Healthcare Internet of Things Security Management. - Savvas Hadjixenophontos; Anna Maria Mandalari; Yuchen Zhao; Hamed Haddadi (ISCC, 2023)

Effective Abnormal Activity Detection on Multivariate Time Series Healthcare Data. - Mengjia Niu; Yuchen Zhao; Hamed Haddadi (MobiCom, 2023)

Poster: Towards Battery-Free Machine Learning Inference and Model Personalization on MCUs. - Yushan Huang; Hamed Haddadi (MobiSys, 2023)

Protected or Porous: A Comparative Analysis of Threat Detection Capability of IoT Safeguards. - Anna Maria Mandalari; Hamed Haddadi; Daniel J. Dubois; David R. Choffnes (SP, 2023)

Detecting IP-tracking proof interfaces by looking for NATs. - Aurélien Buchet; Peter Snyder; Hamed Haddadi; Cristel Pelsser (TMA, 2023)

Pool-Party: Exploiting Browser Resource Pools for Web Tracking. - Peter Snyder; Soroush Karami; Arthur Edelstein; Benjamin Livshits; Hamed Haddadi (USENIX Security Symposium, 2023)

Information Theory Inspired Pattern Analysis for Time-series Data. - Yushan Huang; Yuchen Zhao; Alexander Capstick; Francesca Palermo; Hamed Haddadi; Payam M. Barnaghi (CoRR, 2023)

Towards Machine Learning and Inference for Resource-constrained MCUs. - Yushan Huang; Hamed Haddadi (CoRR, 2023)

Evaluating The Robustness of Self-Supervised Representations to Background/Foreground Removal. - Xavier F. Cadet; Ranya Aloufi; Alain Miranville; Sara Ahmadi-Abhari; Hamed Haddadi (CoRR, 2023)

A Study on the Reliability of Automatic Dysarthric Speech Assessments. - Xavier F. Cadet; Ranya Aloufi; Sara Ahmadi-Abhari; Hamed Haddadi (CoRR, 2023)

Boosting Client Selection of Federated Learning under Device and Data Heterogeneity. - Shuaijun Chen; Omid Tavallaie; Michael Henri Hambali; Seid Miad Zandavi; Hamed Haddadi; Song Guo 001; Albert Y. Zomaya (CoRR, 2023)

Federated Learning for Clinical Structured Data: A Benchmark Comparison of Engineering and Statistical Approaches. - Siqi Li 004; Di Miao; Qiming Wu 001; Chuan Hong; Danny D'Agostino; Xin Li 079; Yilin Ning; Yuqing Shang; Huazhu Fu; Marcus Eng Hock Ong; Hamed Haddadi; Nan Liu 003 (CoRR, 2023)

DiStefano: Decentralized Infrastructure for Sharing Trusted Encrypted Facts and Nothing More. - Sofía Celi; Alex Davidson; Hamed Haddadi; Gonçalo Pestana; Joe Rowell (IACR Cryptol. ePrint Arch., 2023)

Privacy-Aware Adversarial Network in Human Mobility Prediction. - Yuting Zhan; Hamed Haddadi; Afra Mashhadi (Proc. Priv. Enhancing Technol., 2023)

Paralinguistic Privacy Protection at the Edge. - Ranya Aloufi; Hamed Haddadi; David Boyle 001 (ACM Trans. Priv. Secur., 2023)

Deep learning-based risk reduction approach using novel banking parameters on a standardized dataset. - Hamed Haddadi; Seyed Naser Razavi; Amin Babazadeh Sangar (Neural Comput. Appl., 2023)

Federated and distributed learning applications for electronic health records and structured medical data: a scoping review. - Siqi Li 004; Pinyan Liu; Gustavo G. Nascimento; Xinru Wang; Fabio Renato Manzolli Leite; Bibhas Chakraborty; Chuan Hong; Yilin Ning; Feng Xie 004; Zhen Ling Teo; Daniel Shu Wei Ting; Hamed Haddadi; et al. (J. Am. Medical Informatics Assoc., 2023)

Unbundle-Rewrite-Rebundle: Runtime Detection and Rewriting of Privacy-Harming Code in JavaScript Bundles. - Mir Masood Ali; Peter Snyder; Chris Kanich; Hamed Haddadi (CCS, 2024)

Towards Low-Energy Adaptive Personalization for Resource-Constrained Devices. - Yushan Huang; Josh Millar; Yuxuan Long; Yuchen Zhao; Hamed Haddadi (EuroMLSys@EuroSys, 2024)

GuaranTEE: Towards Attestable and Private ML with CCA. - Sandra Deepthy Siby; Sina Abdollahi; Mohammad Maheri; Marios Kogias; Hamed Haddadi (EuroMLSys@EuroSys, 2024)

A Study on The Impact of Self-Supervised Learning on Automatic Dysarthric Speech Assessment. - Xavier F. Cadet; Ranya Aloufi; Sara Ahmadi-Abhari; Hamed Haddadi (ICASSP Workshops, 2024)

Confidential-DPproof: Confidential Proof of Differentially Private Training. - Ali Shahin Shamsabadi; Gefei Tan; Tudor Cebere; Aurélien Bellet; Hamed Haddadi; Nicolas Papernot; Xiao Wang 012; Adrian Weller (ICLR, 2024)

Low-Energy On-Device Personalization for MCUs. - Yushan Huang; Ranya Aloufi; Xavier F. Cadet; Yuchen Zhao; Payam M. Barnaghi; Hamed Haddadi (SEC, 2024)

A First Look at Related Website Sets. - Stephen McQuistin; Peter Snyder; Hamed Haddadi; Gareth Tyson (IMC, 2024)

MELTing Point: Mobile Evaluation of Language Transformers. - Stefanos Laskaridis; Kleomenis Katevas; Lorenzo Minto; Hamed Haddadi (MobiCom, 2024)

SunBlock: Cloudless Protection for IoT Systems. - Vadim Safronov; Anna Maria Mandalari; Daniel J. Dubois; David R. Choffnes; Hamed Haddadi (PAM (2), 2024)

Poster: Towards Low-Power Comprehensive Biodiversity Monitoring. - Josh Millar; Sarab Sethi; Hamed Haddadi; Anil Madhavapeddy (SenSys, 2024)

Efficient Anomaly Detection for Edge Clouds: Mitigating Data and Resource Constraints. - Javad Forough; Hamed Haddadi; Monowar H. Bhuyan; Erik Elmroth (IEEE Access, 2024)

Analyzing entropy features in time-series data for pattern recognition in neurological conditions. - Yushan Huang; Yuchen Zhao; Alexander Capstick; Francesca Palermo; Hamed Haddadi; Payam M. Barnaghi (Artif. Intell. Medicine, 2024)

The Boomerang protocol: A Decentralised Privacy-Preserving Verifiable Incentive Protocol. - Ralph Ankele; Hamed Haddadi (CoRR, 2024)

Feedback to the European Data Protection Board's Guidelines 2/2023 on Technical Scope of Art. 5(3) of ePrivacy Directive. - Cristiana Santos; Nataliia Bielova; Vincent Roca; Mathieu Cunche; Gilles Mertens; Karel Kubicek 001; Hamed Haddadi (CoRR, 2024)

MicroT: Low-Energy and Adaptive Models for MCUs. - Yushan Huang; Ranya Aloufi; Xavier F. Cadet; Yuchen Zhao; Payam M. Barnaghi; Hamed Haddadi (CoRR, 2024)

Mitigating Hallucinations in Large Language Models via Self-Refinement-Enhanced Knowledge Retrieval. - Mengjia Niu; Hao Li; Jie Shi; Hamed Haddadi; Fan Mo 004 (CoRR, 2024)

P4: Towards private, personalized, and Peer-to-Peer learning. - Mohammad Mahdi Maheri; Sandra Deepthy Siby; Sina Abdollahi; Anastasia Borovykh; Hamed Haddadi (CoRR, 2024)

Terracorder: Sense Long and Prosper. - Josh Millar; Sarab Sethi; Hamed Haddadi; Anil Madhavapeddy (CoRR, 2024)

Analysis of DNS Dependencies and their Security Implications in Australia: A Comparative Study of General and Indigenous Populations. - Niousha Nazemi; Omid Tavallaie; Anna Maria Mandalari; Hamed Haddadi; Ralph Holz; Albert Y. Zomaya (CoRR, 2024)

ACCESS-FL: Agile Communication and Computation for Efficient Secure Aggregation in Stable Federated Learning Networks. - Niousha Nazemi; Omid Tavallaie; Shuaijun Chen; Anna Maria Mandalari; Kanchana Thilakarathna; Ralph Holz; Hamed Haddadi; Albert Y. Zomaya (CoRR, 2024)

Nebula: Efficient, Private and Accurate Histogram Estimation. - Ali Shahin Shamsabadi; Peter Snyder; Ralph Giles; Aurélien Bellet; Hamed Haddadi (CoRR, 2024)

Context-Aware Membership Inference Attacks against Pre-trained Large Language Models. - Hongyan Chang; Ali Shahin Shamsabadi; Kleomenis Katevas; Hamed Haddadi; Reza Shokri (CoRR, 2024)

Deep Unlearn: Benchmarking Machine Unlearning. - Xavier F. Cadet; Anastasia Borovykh; Mohammad Malekzadeh; Sara Ahmadi-Abhari; Hamed Haddadi (CoRR, 2024)

OATH: Efficient and Flexible Zero-Knowledge Proofs of End-to-End ML Fairness. - Olive Franzese; Ali Shahin Shamsabadi; Hamed Haddadi (CoRR, 2024)

Survey of Federated Learning Models for Spatial-Temporal Mobility Applications. - Yacine Belal; Sonia Ben Mokhtar; Hamed Haddadi; Jaron Wang; Afra Mashhadi (ACM Trans. Spatial Algorithms Syst., 2024)

Revealing the Cracks in AA Services. - Hamed Haddadi (Commun. ACM, 2024)

Machine Learning with Confidential Computing: A Systematization of Knowledge. - Fan Mo 004; Zahra Tarkhani; Hamed Haddadi (ACM Comput. Surv., 2024)

An Early Experience With Confidential Computing Architecture for On-Device Model Protection. - Sina Abdollahi; Mohammad Maheri; Sandra Deepthy Siby; Marios Kogias; Hamed Haddadi (EuroS&P (Workshops), 2025)

Deep Unlearn: Benchmarking Machine Unlearning for Image Classification. - Xavier F. Cadet; Anastasia Borovykh; Mohammad Malekzadeh; Sara Ahmadi-Abhari; Hamed Haddadi (EuroS&P, 2025)

Intelligent Detection of Non-Essential IoT Traffic on the Home Gateway. - Fabio Palmese; Anna Maria Mandalari; Hamed Haddadi; Alessandro E. C. Redondi (EuroS&P (Workshops), 2025)

Rights Out of Sight: Data Practices and Transparency Gaps in Smart Consumer IoT Ecosystems. - Anna Ida Hudig; Anna Maria Mandalari; Chris Norval; Hamed Haddadi; Reuben Binns; Jatinder Singh (FAccT, 2025)

Measuring the Accuracy and Effectiveness of PII Removal Services. - Jiahui He; Peter Snyder; Hamed Haddadi; Fabián E. Bustamante; Gareth Tyson (Proc. Priv. Enhancing Technol., 2025)

TeleSparse: Practical Privacy-Preserving Verification of Deep Neural Networks. - Mohammad Mahdi Maheri; Hamed Haddadi; Alex Davidson (Proc. Priv. Enhancing Technol., 2025)

TrustRAG: Enhancing Robustness and Trustworthiness in RAG. - Huichi Zhou; Kin-Hei Lee; Zhonghao Zhan; Yue Chen; Zhenhao Li; Zhaoyang Wang; Hamed Haddadi; Emine Yilmaz (CoRR, 2025)

Web Execution Bundles: Reproducible, Accurate, and Archivable Web Measurements. - Florian Hantke; Peter Snyder; Hamed Haddadi; Ben Stock (CoRR, 2025)

Benchmarking Ultra-Low-Power μNPUs. - Josh Millar; Yushan Huang; Sarab Sethi; Hamed Haddadi; Anil Madhavapeddy (CoRR, 2025)

Robust Hallucination Detection in LLMs via Adaptive Token Selection. - Mengjia Niu; Hamed Haddadi; Guansong Pang (CoRR, 2025)

NoEsis: Differentially Private Knowledge Transfer in Modular LLM Adaptation. - Rob Romijnders; Stefanos Laskaridis; Ali Shahin Shamsabadi; Hamed Haddadi (CoRR, 2025)

Energy-Aware Deep Learning on Resource-Constrained Hardware. - Josh Millar; Hamed Haddadi; Anil Madhavapeddy (CoRR, 2025)

DynaNoise: Dynamic Probabilistic Noise Injection for Defending Against Membership Inference Attacks. - Javad Forough; Hamed Haddadi (CoRR, 2025)

Local Frames: Exploiting Inherited Origins to Bypass Content Blockers. - Alisha Ukani; Hamed Haddadi; Alex C. Snoeren; Peter Snyder (CoRR, 2025)

Steps towards an Ecology for the Internet. - Anil Madhavapeddy; Sam Reynolds; Alec P. Christie; David A. Coomes; Michael W. Dales; Patrick Ferris; Ryan Gibb; Hamed Haddadi; Sadiq Jaffer; Josh Millar; Cyrus Omar; William J. Sutherland; et al. (CoRR, 2025)

Verifiable Unlearning on Edge. - Mohammad Mahdi Maheri; Alex Davidson; Hamed Haddadi (CoRR, 2025)

Client Clustering Meets Knowledge Sharing: Enhancing Privacy and Robustness in Personalized Peer-to-Peer Learning. - Mohammad Mahdi Maheri; Denys Herasymuk; Hamed Haddadi (CoRR, 2025)

Poster: Enhancing GNN Robustness for Network Intrusion Detection via Agent-based Analysis. - Zhonghao Zhan; Huichi Zhou; Hamed Haddadi (CoRR, 2025)

REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack. - Zhonghao Zhan; Huichi Zhou; Hamed Haddadi (CoRR, 2025)

Bifröst: Spatial Networking with Bigraphs. - Josh Millar; Ryan Gibb; Roy Ang; Anil Madhavapeddy; Hamed Haddadi (CoRR, 2025)

Membership and Memorization in LLM Knowledge Distillation. - Ziqi Zhang; Ali Shahin Shamsabadi; Hanxiao Lu; Yifeng Cai; Hamed Haddadi (CoRR, 2025)