Iotbeholder: A privacy snooping attack on user habitual behaviors from smart home wi-fi traffic

Q Zou, Q Li, R Li, Y Huang, G Tyson, J Xiao… - Proceedings of the ACM …, 2023 - dl.acm.org
With the deployment of a growing number of smart home IoT devices, privacy leakage has
become a growing concern. Prior work on privacy-invasive device localization, classification …

Peek-a-boo: I see your smart home activities, even encrypted!

A Acar, H Fereidooni, T Abera, AK Sikder… - Proceedings of the 13th …, 2020 - dl.acm.org
A myriad of IoT devices such as bulbs, switches, speakers in a smart home environment
allow users to easily control the physical world around them and facilitate their living styles …

The dark (and bright) side of IoT: attacks and countermeasures for identifying smart home devices and services

AM Hussain, G Oligeri, T Voigt - … , Nanjing, China, December 18-20, 2020 …, 2021 - Springer
We present a new machine learning-based attack that exploits network patterns to detect the
presence of smart IoT devices and running services in the WiFi radio spectrum. We perform …

Detecting IoT user behavior and sensitive information in encrypted IoT-app traffic

A Subahi, G Theodorakopoulos - Sensors, 2019 - mdpi.com
Many people use smart-home devices, also known as the Internet of Things (IoT), in their
daily lives. Most IoT devices come with a companion mobile application that users need to …

Wifi-based iot devices profiling attack based on eavesdropping of encrypted wifi traffic

M Alyami, I Alharbi, C Zou, Y Solihin… - 2022 IEEE 19th …, 2022 - ieeexplore.ieee.org
Recent research has shown that in-network observers of WiFi communication (ie, observers
who have joined the WiFi network) can obtain much information regarding the types, user …

Sniffmislead: Non-intrusive privacy protection against wireless packet sniffers in smart homes

X Liu, Q Zeng, X Du, SL Valluru, C Fu, X Fu… - Proceedings of the 24th …, 2021 - dl.acm.org
With the booming deployment of smart homes, concerns about user privacy keep growing.
Recent research has shown that encrypted wireless traffic of IoT devices can be exploited by …

Attacking and protecting tunneled traffic of smart home devices

A Alshehri, J Granley, C Yue - … of the Tenth ACM Conference on Data …, 2020 - dl.acm.org
The number of smart home IoT (Internet of Things) devices has been growing fast in recent
years. Along with the great benefits brought by smart home devices, new threats have …

Preserving Contextual Privacy for Smart Home IoT Devices With Dynamic Traffic Shaping

J Brahma, D Sadhya - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Internet of Things (IoT) enables physical devices embedded with sensors, software, and
other technologies to interoperate and exchange data with other systems over the Internet …

Detecting privacy leakage of smart home devices through traffic analysis

T Yang, G Zhang, Y Li, Y Yang… - Security and …, 2022 - Wiley Online Library
Under the management of the Internet of Things platform, smart home devices can be
operated remotely by users and greatly facilitate people's life. Currently, smart home devices …

Privacyguard: Enhancing smart home user privacy

K Yu, Q Li, D Chen, M Rahman, S Wang - … co-located with CPS-IoT Week …, 2021 - dl.acm.org
The Internet of Things (IoT) devices have been increasingly deployed in smart homes and
smart buildings to monitor and control their environments. The Internet traffic data produced …