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 …

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 …

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 …

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 …

IoT Device Classification Techniques and Traffic Analysis-A Review

SS Shriyal, BS Ainapure - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Classification of IOT devices is a trending topic nowadays. Gartner predicted that there will
be 25 billion Internet of Things (IOT) devices in use. There is an increase in the risk of …

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 …

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 …

IoT devices discovery and identification using network traffic data: Poster

Y Feng, L Deng, D Chen - Proceedings of the 12th Conference on …, 2019 - dl.acm.org
The Internet of Things (IoT) has been erupting world widely over the decade. However, the
security and privacy leakage issues from IoT devices are surfaced to a major flaw for IoT …

Systematically quantifying IoT privacy leakage in mobile networks

S Hui, Z Wang, X Hou, X Wang… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Privacy leakage of Internet of Things (IoT) has become a great challenge with the popularity
of IoT services through mobile networks, such as smart homes, wearables, and healthcare …

Iot device fingerprinting: Machine learning based encrypted traffic analysis

N Msadek, R Soua, T Engel - 2019 IEEE wireless …, 2019 - ieeexplore.ieee.org
Even in the face of strong encryption, the spectacular Internet of Things (IoT) penetration
across sectors such as e-health, energy, transportation, and entertainment is expanding the …