Blocking without Breaking: Identification and Mitigation of Non-Essential IoT Traffic
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Abstract (arXiv)
Despite the prevalence of Internet of Things (IoT) devices, there is little information about the purpose and risks of the Internet traffic these devices generate, and consumers have limited options for controlling those risks. A key open question is whether one can mitigate these risks by automatically blocking some of the Internet connections from IoT devices, without rendering the devices inoperable. In this paper, we address this question by developing a rigorous methodology that relies on automated IoT-device experimentation to reveal which network connections (and the information they expose) are essential, and which are not. We further develop strategies to automatically classify network traffic destinations as either required (i.e., their traffic is essential for devices to work properly) or not, hence allowing firewall rules to block traffic sent to non-required destinations without breaking the functionality of the device. We find that indeed 16 among the 31 devices we tested have at least one blockable non-required destination, with the maximum number of blockable destinations for a device being 11. We further analyze the destination of network traffic and find that all third parties observed in our experiments are blockable, while first and support parties are neither uniformly required or non-required. Finally, we demonstrate the limitations of existing blocklists on IoT traffic, propose a set of guidelines for automatically limiting non-essential IoT traffic, and we develop a prototype system that implements these guidelines.
Key facts. Cited by 5 papers in the map (data through 7 Oct 2026). First posted on arXiv 11 May 2021.
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Citing papers per year: 2021: 1; 2022: 0; 2023: 0; 2024: 2; 2025: 1; 2026: 1.
5 papers.
- 2024SunBlock: Cloudless Protection for IoT Systemscited by 2
- 2021Rapid IoT Device Identification at the Edgecited by 1
- 2024Analyzing Consumer IoT Traffic from Security and Privacy Perspectives: a Comprehensive Surveycited by 0
- 2025Intelligent Detection of Non-Essential IoT Traffic on the Home Gatewaycited by 0
- 2026Maintaining IoT Device Identification under Concept Drift via Budget-Aware Traffic Labelingcited by 0
- 2026Maintaining IoT Device Identification under Concept Drift via Budget-Aware Traffic Labeling16 Aug 2026
- 2025Intelligent Detection of Non-Essential IoT Traffic on the Home Gateway22 Apr 2025
- 2024Analyzing Consumer IoT Traffic from Security and Privacy Perspectives: a Comprehensive Survey24 Mar 2024
- 2024SunBlock: Cloudless Protection for IoT Systems25 Jan 2024
- 2021Rapid IoT Device Identification at the Edge26 Oct 2021