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 …

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 …

Unsupervised IoT fingerprinting method via variational auto-encoder and K-means

S Zhang, Z Wang, J Yang, D Bai, F Li… - ICC 2021-IEEE …, 2021 - ieeexplore.ieee.org
With the rapid growth of the number of IoT devices on the Internet, security problems of IoT
devices are becoming more and more serious, which bring more challenges to network …

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 …

Iotspot: Identifying the iot devices using their anonymous network traffic data

L Deng, Y Feng, D Chen… - MILCOM 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
The Internet of Things (IoT) has been erupting the world widely over the decade. Smart
home owners and smart building managers are increasingly deploying IoT devices to …

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

S Dong, Z Li, D Tang, J Chen, M Sun… - arXiv preprint arXiv …, 2019 - arxiv.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 …

IoT device fingerprinting on commodity switches

C Kuzniar, M Neves, V Gurevich… - NOMS 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
IoT devices such as wearables, voice assistants and home appliances are becoming an
integral part of our lives. However, these devices still represent a security and privacy risk …

Iotfinder: Efficient large-scale identification of iot devices via passive dns traffic analysis

R Perdisci, T Papastergiou, O Alrawi… - 2020 IEEE european …, 2020 - ieeexplore.ieee.org
Being able to enumerate potentially vulnerable IoT devices across the Internet is important,
because it allows for assessing global Internet risks and enables network operators to check …

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 …