Can we classify an iot device using tcp port scan?

A Sivanathan, HH Gharakheili… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
The explosion in the number of Internet-of-Things connecting to smart environments has
increased the demand for obtaining visibility into these devices among network operators …

A haystack full of needles: Scalable detection of iot devices in the wild

SJ Saidi, AM Mandalari, R Kolcun, H Haddadi… - Proceedings of the …, 2020 - dl.acm.org
Consumer Internet of Things (IoT) devices are extremely popular, providing users with rich
and diverse functionalities, from voice assistants to home appliances. These functionalities …

DeviceMien: network device behavior modeling for identifying unknown IoT devices

J Ortiz, C Crawford, F Le - … of the International Conference on Internet of …, 2019 - dl.acm.org
With the explosion of IoT device use, networks are becoming more vulnerable to attack.
Network administrators need better tools to verify and discover these devices in order to …

Automated iot device identification using network traffic

A Aksoy, MH Gunes - ICC 2019-2019 IEEE international …, 2019 - ieeexplore.ieee.org
IoT devices have been gaining popularity and become integral to our daily life. These
devices are prone to be compromised as well as any computing system, but lack computing …

IoT behavioral monitoring via network traffic analysis

A Sivanathan - arXiv preprint arXiv:2001.10632, 2020 - arxiv.org
Smart homes, enterprises, and cities are increasingly being equipped with a plethora of
Internet of Things (IoT), ranging from smart-lights to security cameras. While IoT networks …

Intrusion detection using network traffic profiling and machine learning for IoT

JR Rose, M Swann, G Bendiab… - 2021 IEEE 7th …, 2021 - ieeexplore.ieee.org
The rapid increase in the use of IoT devices brings many benefits to the digital society,
ranging from improved efficiency to higher productivity. However, the limited resources and …

Smart recon: Network traffic fingerprinting for iot device identification

J Thom, N Thom, S Sengupta… - 2022 IEEE 12th Annual …, 2022 - ieeexplore.ieee.org
The ubiquity of IoT devices in both public and private networks has increased dramatically in
the last few years with billions of network connected devices appearing in every sector. In …

An efficient approach for device identification and traffic classification in IoT ecosystems

MRP Santos, RMC Andrade, DG Gomes… - … IEEE Symposium on …, 2018 - ieeexplore.ieee.org
Internet of Things arises as a computational paradigm that promotes the interconnection of
objects to the Internet and enables interaction, operational efficiency, and communication …

Revisiting iot device identification

R Kolcun, DA Popescu, V Safronov, P Yadav… - arXiv preprint arXiv …, 2021 - arxiv.org
Internet-of-Things (IoT) devices are known to be the source of many security problems, and
as such, they would greatly benefit from automated management. This requires robustly …

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 …