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 …

Keeping the smart home private with smart (er) iot traffic shaping

N Apthorpe, DY Huang, D Reisman… - arXiv preprint arXiv …, 2018 - arxiv.org
The proliferation of smart home Internet of Things (IoT) devices presents unprecedented
challenges for preserving privacy within the home. In this paper, we demonstrate that a …

Spying on the smart home: Privacy attacks and defenses on encrypted iot traffic

N Apthorpe, D Reisman, S Sundaresan… - arXiv preprint arXiv …, 2017 - arxiv.org
The growing market for smart home IoT devices promises new conveniences for consumers
while presenting new challenges for preserving privacy within the home. Many smart home …

A smart home is no castle: Privacy vulnerabilities of encrypted iot traffic

N Apthorpe, D Reisman, N Feamster - arXiv preprint arXiv:1705.06805, 2017 - arxiv.org
The increasing popularity of specialized Internet-connected devices and appliances,
dubbed the Internet-of-Things (IoT), promises both new conveniences and new privacy …

Protecting IoT-environments against traffic analysis attacks with traffic morphing

I Hafeez, M Antikainen… - 2019 IEEE international …, 2019 - ieeexplore.ieee.org
Traffic analysis attacks allow an attacker to infer sensitive information about users by
analyzing network traffic of user devices. These attacks are passive in nature and are difficult …

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 …

[PDF][PDF] Poster: A smart home is no castle: Privacy vulnerabilities of encrypted iot traffic

N Apthorpe, D Reisman, N Feamster - 2016 - ndss-symposium.org
The increasing popularity of specialized Internetconnected devices and appliances, dubbed
the Internet-of-Things (IoT), promises both new conveniences and new privacy concerns …

TrafficSpy: Disaggregating VPN-encrypted IoT Network Traffic for User Privacy Inference

Q Li, K Yu, D Chen, M Sha… - 2022 IEEE Conference on …, 2022 - ieeexplore.ieee.org
People have been increasingly deploying the Internet of Things (IoT) devices to monitor and
control their environments. Unfortunately, extensive recent research has shown that IoT …

PAROS: The Missing “Puzzle” in Smart Home Router Operating Systems

K Yu, D Chen - 2023 32nd International Conference on …, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) devices have been increasingly deployed in smart homes for
automation. Unfortunately, extensive recent research shows that external on-path …

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 …