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20072022
most citedMobile Sensor Data Anonymization

277 citations · 1.4k across the 59 of their papers we have counts for

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Showing 2021Show all

10 papers · 1 filter

cs.CR2021★ 1 cited

Pool-Party: Exploiting Browser Resource Pools as Side-Channels for Web Tracking

Peter Snyder, Soroush Karami, Arthur Edelstein +2

We identify class of covert channels in browsers that are not mitigated by current defenses, which we call "pool-party" attacks. Pool-party attacks allow sites to create covert cha…

cs.LG2021★ 9 cited

Rapid IoT Device Identification at the Edge

Oliver Thompson, Anna Maria Mandalari, Hamed Haddadi

Consumer Internet of Things (IoT) devices are increasingly common in everyday homes, from smart speakers to security cameras. Along with their benefits come potential privacy and s…

cs.CR2021★ 15 cited

STAR: Secret Sharing for Private Threshold Aggregation Reporting

Alex Davidson, Peter Snyder, E. B. Quirk +3

Threshold aggregation reporting systems promise a practical, privacy-preserving solution for developers to learn how their applications are used "\emph{in-the-wild}". Unfortunately…

cs.LG2021★ 1 cited

Multimodal Federated Learning on IoT Data

Yuchen Zhao, Payam Barnaghi, Hamed Haddadi

Federated learning is proposed as an alternative to centralized machine learning since its client-server structure provides better privacy protection and scalability in real-world…

cs.CR2021★ 1 cited

A Tandem Framework Balancing Privacy and Security for Voice User Interfaces

Ranya Aloufi, Hamed Haddadi, David Boyle

Speech synthesis, voice cloning, and voice conversion techniques present severe privacy and security threats to users of voice user interfaces (VUIs). These techniques transform on…

cs.CR2021

Revisiting IoT Device Identification

Roman Kolcun, Diana Andreea Popescu, Vadim Safronov +4

Internet-of-Things (IoT) devices are known to be the source of many security problems, and as such, they would greatly benefit from automated management. This requires robustly ide…