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20162026
most citedMachine Learning DDoS Detection for Consumer Internet of Things Devices

681 citations · 2.3k across the 21 of their papers we have counts for

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Showing 2018Show all

9 papers · 1 filter

cs.CR2018★ 161 cited

Keeping the Smart Home Private with Smart(er) IoT Traffic Shaping

Noah Apthorpe, Danny Yuxing Huang, Dillon Reisman +2

The proliferation of smart home Internet of Things (IoT) devices presents unprecedented challenges for preserving privacy within the home. In this paper, we demonstrate that a pass…

cs.CY2018★ 8 cited

Analyzing Privacy Policies Using Contextual Integrity Annotations

Yan Shvartzshnaider, Noah Apthorpe, Nick Feamster +1

In this paper, we demonstrate the effectiveness of using the theory of contextual integrity (CI) to annotate and evaluate privacy policy statements. We perform a case study using C…

cs.CR2018★ 41 cited

A Developer-Friendly Library for Smart Home IoT Privacy-Preserving Traffic Obfuscation

Trisha Datta, Noah Apthorpe, Nick Feamster

The number and variety of Internet-connected devices have grown enormously in the past few years, presenting new challenges to security and privacy. Research has shown that network…

cs.CY2018★ 134 cited

Discovering Smart Home Internet of Things Privacy Norms Using Contextual Integrity

Noah Apthorpe, Yan Shvartzshnaider, Arunesh Mathur +2

The proliferation of Internet of Things (IoT) devices for consumer "smart" homes raises concerns about user privacy. We present a survey method based on the Contextual Integrity (C…

cs.CR2018★ 19 cited

Detecting Compressed Cleartext Traffic from Consumer Internet of Things Devices

Daniel Hahn, Noah Apthorpe, Nick Feamster

Data encryption is the primary method of protecting the privacy of consumer device Internet communications from network observers. The ability to automatically detect unencrypted d…

cs.CR2018★ 96 cited

Security and Privacy Analyses of Internet of Things Children's Toys

Gordon Chu, Noah Apthorpe, Nick Feamster

This paper investigates the security and privacy of Internet-connected children's smart toys through case studies of three commercially-available products. We conduct network and a…