{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 …

[HTML][HTML] Anomaly-based cyberattacks detection for smart homes: A systematic literature review

JII Araya, H Rifà-Pous - Internet of Things, 2023 - Elsevier
Smart homes, leveraging IoT technology to interconnect various devices and appliances to
the internet, enable remote monitoring, automation, and control. However, collecting …

Anomaly detection in smart home operation from user behaviors and home conditions

M Yamauchi, Y Ohsita, M Murata… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
As several home appliances, such as air conditioners, heaters, and refrigerators, were
connecting to the Internet, they became targets of cyberattacks, which cause serious …

Anomaly detection models for smart home security

S Ramapatruni, SN Narayanan, S Mittal… - 2019 IEEE 5th Intl …, 2019 - ieeexplore.ieee.org
Recent years have seen significant growth in the adoption of smart homes devices. These
devices provide convenience, security, and energy efficiency to users. For example, smart …

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 …

{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 …

[PDF][PDF] Evasion attacks and defenses on smart home physical event verification

MO Ozmen, R Song, H Farrukh, ZB Celik - Network and Distributed …, 2023 - par.nsf.gov
In smart homes, when an actuator's state changes, it sends an event notification to the IoT
hub to report this change (eg, the door is unlocked). Prior works have shown that event …

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 …

Fear and logging in the internet of things

Q Wang, WU Hassan, A Bates, C Gunter - Network and Distributed …, 2018 - par.nsf.gov
As the Internet of Things (IoT) continues to proliferate, diagnosing incorrect behavior within
increasingly-automated homes becomes considerably more difficult. Devices and apps may …

IotSan: Fortifying the safety of IoT systems

DT Nguyen, C Song, Z Qian… - Proceedings of the 14th …, 2018 - dl.acm.org
Today's IoT systems include event-driven smart applications (apps) that interact with sensors
and actuators. A problem specific to IoT systems is that buggy apps, unforeseen bad app …