Fingerprinting mainstream IoT platforms using traffic analysis

X He, Y Yang, W Zhou, W Wang, P Liu… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) platforms have been widely used in many application scenarios,
especially for the smart home. Under the management of the IoT platform, a massive amount …

Inferring hidden iot devices and user interactions via spatial-temporal traffic fingerprinting

X Ma, J Qu, J Li, JCS Lui, Z Li, W Liu… - IEEE/ACM Transactions …, 2021 - ieeexplore.ieee.org
With the popularization of Internet of Things (IoT) devices in smart home and industry fields,
a huge number of IoT devices are connected to the Internet. However, what devices are …

Locality-sensitive iot network traffic fingerprinting for device identification

B Charyyev, MH Gunes - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
Engineered systems get smarter with computing capabilities, particularly through a multitude
of Internet-of-Things (IoT) devices. IoT devices, however, are prone to be compromised as …

Your smart home can't keep a secret: Towards automated fingerprinting of iot traffic

S Dong, Z Li, D Tang, J Chen, M Sun… - Proceedings of the 15th …, 2020 - dl.acm.org
The IoT (Internet of Things) technology has been widely adopted in recent years and has
profoundly changed the people's daily lives. However, in the meantime, such a fast-growing …

A Survey on Consumer IoT Traffic: Security and Privacy

Y Jia, Y Song, Z Liu, Q Tan, F Wang, Y Zhang… - arXiv preprint arXiv …, 2024 - arxiv.org
For the past few years, the Consumer Internet of Things (CIoT) has entered public lives.
While CIoT has improved the convenience of people's daily lives, it has also brought new …

Toward IoT device fingerprinting from proprietary protocol traffic via key-blocks aware approach

Y Sang, J Yang, Y Zhang, S Li, P Chang - Computers & Security, 2023 - Elsevier
IoT Device fingerprinting of network traffic is valuable for many management and security
solutions as it provides insights into the devices active on a network. Unfortunately, existing …

HomeSentinel: Intelligent Anti-fingerprinting for IoT Traffic in Smart Homes

B Li, Y Chen, L Zhang, L Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Recent studies have demonstrated that malicious adversaries are capable of fingerprinting
Internet of Things (IoT) devices in a smart home and further causing privacy breaches …

You can glimpse but you cannot identify: Protect IoT devices from being fingerprinted

S Tan, S Yu, W Liu, D He, S Chan - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With pervasive IoT networking, traffic-analysis-based IoT fingerprinting techniques have
been well researched. For example, by integrating blockchain technology and device …

Pinpointing hidden IoT devices via spatial-temporal traffic fingerprinting

X Ma, J Qu, J Li, JCS Lui, Z Li… - IEEE INFOCOM 2020 …, 2020 - ieeexplore.ieee.org
With the popularization of Internet of Things (IoT) devices in smart home and industry fields,
a huge number of IoT devices are connected to the Internet. However, what devices are …

Multidimensional behavioral profiling of internet-of-things in edge networks

K Xu, Y Wan, G Xue, F Wang - … of the International Symposium on Quality …, 2019 - dl.acm.org
The last decade has witnessed research advances and wide deployment of Internet-of-
things (IoT) in smart homes and connected industry. However, the recent spate of cyber …