Iotargos: A multi-layer security monitoring system for internet-of-things in smart homes

Y Wan, K Xu, G Xue, F Wang - IEEE INFOCOM 2020-IEEE …, 2020 - ieeexplore.ieee.org
The wide deployment of IoT systems in smart homes has changed the landscape of
networked systems, Internet traffic, and data communications in residential broadband …

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 …

[PDF][PDF] Siotome: An edge-isp collaborative architecture for iot security

H Haddadi, V Christophides, R Teixeira, K Cho… - Proc …, 2018 - haddadi.github.io
Modern households are deploying Internet of Things (IoT) devices at a fast pace. The
heterogeneity of these devices, which range from low-end sensors to smart TVs, make …

A novel graph-based mechanism for identifying traffic vulnerabilities in smart home IoT

Y Jia, Y Xiao, J Yu, X Cheng, Z Liang… - IEEE INFOCOM 2018 …, 2018 - ieeexplore.ieee.org
Smart home IoT devices have been more prevalent than ever before but the relevant
security considerations fail to keep up with due to device and technology heterogeneity and …

{ARGUS}:{Context-Based} Detection of Stealthy {IoT} Infiltration Attacks

P Rieger, M Chilese, R Mohamed, M Miettinen… - 32nd USENIX Security …, 2023 - usenix.org
IoT application domains, device diversity and connectivity are rapidly growing. IoT devices
control various functions in smart homes and buildings, smart cities, and smart factories …

Securing a smart home with a transformer-based iot intrusion detection system

M Wang, N Yang, N Weng - Electronics, 2023 - mdpi.com
Machine learning (ML)-based Network Intrusion Detection Systems (NIDSs) can classify
each network's flow behavior as benign or malicious by detecting heterogeneous features …

A supervised intrusion detection system for smart home IoT devices

E Anthi, L Williams, M Słowińska… - IEEE Internet of …, 2019 - ieeexplore.ieee.org
The proliferation in Internet of Things (IoT) devices, which routinely collect sensitive
information, is demonstrated by their prominence in our daily lives. Although such devices …

Characterizing and mining traffic patterns of IoT devices in edge networks

Y Wan, K Xu, F Wang, G Xue - IEEE Transactions on Network …, 2020 - ieeexplore.ieee.org
As connected Internet-of-things (IoT) devices in smart homes, smart cities, and smart
industries continue to grow in size and complexity, managing and securing them in …

ML-based IDPS enhancement with complementary features for home IoT networks

P Illy, G Kaddoum, K Kaur… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The Internet of Things (IoT) networks are obstructed by security vulnerabilities that hackers
can leverage to operate intrusions in many environments, such as smart homes, smart …

Detecting and Handling {IoT} Interaction Threats in {Multi-Platform}{Multi-Control-Channel} Smart Homes

H Chi, Q Zeng, X Du - … USENIX Security Symposium (USENIX Security 23 …, 2023 - usenix.org
A smart home involves a variety of entities, such as IoT devices, automation applications,
humans, voice assistants, and companion apps. These entities interact in the same physical …