Imperial College London

Networks and Systems Lab

In Review and Preperation

  1. Josh Millar, Sarab Sethi, Hamed Haddadi, Anil Madhavapeddy, “Terracorder: Sense Long and Prosper”, Paper available online.

Papers and Presentations in Refereed Conference/Journal Proceedings


2025


  1. Sofía Celi, Alex Davidson, Joe Rowell, Gonçalo Pestana, Hamed Haddadi, “DiStefano: Decentralized Infrastructure for Sharing Trusted Encrypted Facts and Nothing More”, in The Network and Distributed System Security (NDSS) Symposium 2025, 23–28 February 2025, San Diego, California. Paper available on IACR, Code available.

2024


  1. Yushan Huang, Ranya Aloufi, Xavier Cadet, Yuchen Zhao, Payam Barnaghi, Hamed Haddadi, “Low-Energy On-Device Personalization for MCUs”, The 9th ACM/IEEE Symposium on Edge Computing (SEC 2024), December 4-7, 2024  Rome, Italy. Paper available on ArXiv.
  2. Stephen McQuistin, Pete Snyder, Hamed Haddadi, Gareth Tyson, “A First Look at Related Website Sets”, ACM Internet Measurement Conference 2024 (IMC 2024), November 2024, Madrid, Spain. Paper available on ArXiv.
  3. Stefanos Laskaridis, Kleomenis Katevas, Lorenzo Minto, Hamed Haddadi, “MELTing point: Mobile Evaluation of Language Transformers”, The 30th ACM Annual International Conference On Mobile Computing And Networking (MobiCom 2024), Nov. 18-22, 2024, Washington, D.C., USA. Paper available on ArXiv.
  4. Mir Masood Ali, Peter Snyder, Chris Kanich, Hamed Haddadi, “Unbundle-Rewrite-Rebundle: Runtime Detection and Rewriting of Privacy-Harming Code in JavaScript Bundles”, The 31st ACM Conference on Computer and Communications Security (CCS 2024), October 14-18, 2024, Salt Lake City, USA. Paper available on ArXiv.
  5. Fan Mo, Zahra Tarkhani, Hamed Haddadi, “Machine Learning with Confidential Computing: A Systematization of Knowledge”, in ACM Computing Surveys, 2024, Paper available on ArXiv.
  6. Mengjia Niu, Hao Li, Jie Shi, Hamed Haddadi, Fan Mo, “Mitigating Hallucinations in Large Language Models via Self-Refinement-Enhanced Knowledge Retrieval”, in The Second Workshop on Generative Information Retrieval (Gen-IR@SIGIR24), July 18, 2024 - Washington DC, USA., Paper available on ArXiv.
  7. Saiid El Hajj Chehade, Sandra Siby, Carmela Troncoso, “SINBAD: Saliency-informed detection of breakage caused by ad blocking”, in IEEE Symposium on Security and Privacy (S&P) 2024, Paper
  8. 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”, The Twelfth International Conference on Learning Representations 2024 (ICLR 2024), May 2024, Vienna, Austria. Spotlight Paper available on OpenReview.
  9. 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 and Data.
  10. 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 and Data.
  11. 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. Paper available as Open Access.
  12. 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.
  13. Vadim Safronov, Anna Maria Mandalari, Daniel J. Dubois, , David Choffnes, Hamed Haddadi, “SunBlock: Cloudless Protection for IoT Systems”, Passive and Active Measurement Conference 2024 (PAM 2024), March 2024, Virtual. Paper available on ArXiv.

2023


  1. Stephen McQuistin, Pete Snyder, Colin Perkins, Hamed Haddadi, Gareth Tyson, “A First Look at the Privacy Harms of the Public Suffix List”, ACM Internet Measurement Conference 2023 (IMC 2023), October 2023, Montreal, Canada. Paper available on ArXiv.
  2. Salim Chouaki, Oana Goga, Hamed Haddadi, Peter Snyder, “Understanding the Privacy Risks of Popular Search Engine Advertising Systems”, ACM Internet Measurement Conference 2023 (IMC 2023), October 2023, Montreal, Canada. Paper available on ArXiv.
  3. 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.
  4. 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.
  5. Shaoor Munir, Sandra Siby, Umar Iqbal, Steven Englehardt, Zubair Shafiq, Carmela Troncoso, “COOKIEGRAPH: Understanding and Detecting First-Party Tracking Cookies”, The 30th ACM Conference on Computer and Communications Security (CCS ‘23), 26-30 NOV, 2023, Copenhagen, Denmark. Paper available on ArXiv.
  6. 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. Paper available on ArXiv.
  7. 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.
  8. 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.
  9. Sandra Siby, Ludovic Barman, Christopher Wood, Marwan Fayed, Nick Sullivan, Carmela Troncoso, “Evaluating practical QUIC website fingerprinting defenses for the masses”, The 23nd Privacy Enhancing Technologies Symposium (PETS 2023), July 10–14, 2023, Lausanne, Switzerland. Paper available on ArXiv.
  10. 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), 9 -12 July, 2023 - Tunis, Tunisia. Paper available on ArXiv.
  11. 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
  12. 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.
  13. 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.