Iotargos: A multi-layer security monitoring system for internet-of-things in smart homes
The wide deployment of IoT systems in smart homes has changed the landscape of
networked systems, Internet traffic, and data communications in residential broadband …
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 …
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
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 …
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
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 …
security considerations fail to keep up with due to device and technology heterogeneity and …
{ARGUS}:{Context-Based} Detection of Stealthy {IoT} Infiltration Attacks
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 …
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
Machine learning (ML)-based Network Intrusion Detection Systems (NIDSs) can classify
each network's flow behavior as benign or malicious by detecting heterogeneous features …
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 …
information, is demonstrated by their prominence in our daily lives. Although such devices …
Characterizing and mining traffic patterns of IoT devices in edge networks
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 …
industries continue to grow in size and complexity, managing and securing them in …
ML-based IDPS enhancement with complementary features for home IoT networks
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 …
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
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 …
humans, voice assistants, and companion apps. These entities interact in the same physical …