Browse State-of-the-Art › IoT Device Identification
IoT Device Identification
6 papers with code · 0 benchmarks · 0 datasets archive 2025-07-28
IoT Device Identification is the process of recognizing and distinguishing IoT devices within a network by analyzing their behavior, communication patterns, or interaction with other devices, enabling improved network management, security, and research.
Description from the archive archive 2025-07-28.
Benchmarks archive 2025-07-28
No benchmark for this task in the archive.
Libraries
Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.
Datasets archive 2025-07-28
No dataset record in the archive lists this task.
Subtasks archive 2025-07-28
No subtask under this task in the archive's task tree.
Parent tasks archive 2025-07-28
Most implemented papers archive 2025-07-28
6 shown of 6 papers with code (18 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.
-
17 Feb 2021 2 repositories listedDevice identification is one way to secure a network of IoT devices, whereby devices identified as suspicious can subsequently be isolated from a network.
-
5 Nov 2024 1 repository listedDevice identification (DI), which distinguishes IoT devices based on their traffic patterns, plays a crucial role in both differentiating devices and identifying vulnerable ones, closing a serious security gap.
-
27 Apr 2023 1 repository listedWhile the use of the Internet of Things is becoming more and more popular, many security vulnerabilities are emerging with the large number of devices being introduced to the market.
-
27 Apr 2023 1 repository listedWhile the use of the Internet of Things is becoming more and more popular, many security vulnerabilities are emerging with the large number of devices being introduced to the market.
-
16 Jul 2021 1 repository listedInternet-of-Things (IoT) devices are known to be the source of many security problems, and as such, they would greatly benefit from automated management.
-
27 Aug 2020 1 repository listedIn this paper, we propose an enhanced deep learning framework for IoT device identification using physical layer signals.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections