[HTML][HTML] Anomalous behavior detection-based approach for authenticating smart home system users

N Amraoui, B Zouari - International Journal of Information Security, 2022 - Springer
This paper presents Duenna, an authentication framework for smart home systems (SHSs).
When using controlling apps (eg, a smartphone app), Duenna makes sure that only …

Context aware anomaly behavior analysis for smart home systems

Z Pan, J Pacheco, S Hariri, Y Chen… - International Journal of …, 2019 - publications.waset.org
The Internet of Things (IoT) will lead to the development of advanced Smart Home services
that are pervasive, cost-effective, and can be accessed by home occupants from anywhere …

Implicit and continuous authentication of smart home users

N Amraoui, A Besrour, R Ksantini, B Zouari - … Information Networking and …, 2020 - Springer
This paper presents a security framework that continuously authenticates smart homes users
in order to make sure that only authorized ones are allowed to control their Internet of Things …

Smart-home anomaly detection using combination of in-home situation and user behavior

M Yamauchi, M Tanaka, Y Ohsita, M Murata… - arXiv preprint arXiv …, 2021 - arxiv.org
Internet-of-things (IoT) devices are vulnerable to malicious operations by attackers, which
can cause physical and economic harm to users; therefore, we previously proposed a …

{HAWatcher}:{Semantics-Aware} anomaly detection for appified smart homes

C Fu, Q Zeng, X Du - … USENIX Security Symposium (USENIX Security 21 …, 2021 - usenix.org
As IoT devices are integrated via automation and coupled with the physical environment,
anomalies in an appified smart home, whether due to attacks or device malfunctions, may …

Smart home anomaly-based IDS: architecture proposal and case study

AW Lara Romero, VJ Mayor Gallego… - Internet of Things, 22 …, 2023 - idus.us.es
The complexity and diversity of the technologies involved in the Internet of Things (IoT)
challenge the generalization of security solutions based on anomaly detection, which should …

Aegis: A context-aware security framework for smart home systems

AK Sikder, L Babun, H Aksu, AS Uluagac - Proceedings of the 35th …, 2019 - dl.acm.org
Our everyday lives are expanding fast with the introduction of new Smart Home Systems
(SHSs). Today, a myriad of SHS devices and applications are widely available to users and …

A survey on smart home authentication: Toward secure, multi-level and interaction-based identification

S AlJanah, N Zhang, SW Tay - IEEE Access, 2021 - ieeexplore.ieee.org
With the increased number and reduced cost of smart devices, Internet of Things (IoT)
applications such as smart home (SHome) are increasingly popular. Owing to the …

[HTML][HTML] Smart home anomaly-based IDS: Architecture proposal and case study

A Lara, V Mayor, R Estepa, A Estepa, JE Díaz-Verdejo - Internet of Things, 2023 - Elsevier
The complexity and diversity of the technologies involved in the Internet of Things (IoT)
challenge the generalization of security solutions based on anomaly detection, which should …

Fedgroup: a federated learning approach for anomaly detection in iot environments

Y Zhang, B Suleiman, MJ Alibasa - International Conference on Mobile …, 2022 - Springer
The increasing adoption and use of IoT devices in smart home environments have raised
concerns around the data security or privacy of smart home users. Several studies employed …