The role of machine learning and the internet of things in smart buildings for energy efficiency

SFA Shah, M Iqbal, Z Aziz, TA Rana, A Khalid… - Applied Sciences, 2022 - mdpi.com
Machine learning can be used to automate a wide range of tasks. Smart buildings, which
use the Internet of Things (IoT) to connect building operations, enable activities, such as …

A survey on device behavior fingerprinting: Data sources, techniques, application scenarios, and datasets

PMS Sánchez, JMJ Valero, AH Celdrán… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
In the current network-based computing world, where the number of interconnected devices
grows exponentially, their diversity, malfunctions, and cybersecurity threats are increasing at …

Detecting sensor faults, anomalies and outliers in the internet of things: A survey on the challenges and solutions

A Gaddam, T Wilkin, M Angelova, J Gaddam - Electronics, 2020 - mdpi.com
The Internet of Things (IoT) has gained significant recognition to become a novel sensing
paradigm to interact with the physical world in this Industry 4.0 era. The IoTs are being used …

{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 …

[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 …

Smart homes: How much will they support us? A research on recent trends and advances

A Zielonka, M Woźniak, S Garg, G Kaddoum… - IEEE …, 2021 - ieeexplore.ieee.org
The advances in the Internet of Things (IoT) provide several chances to develop a variety of
innovations supporting smart home users in several industries including healthcare, energy …

{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 …

A survey on device fingerprinting approach for resource-constraint IoT devices: comparative study and research challenges

RR Chowdhury, PE Abas - Internet of Things, 2022 - Elsevier
Modernization and technological advancement have made smart and convenient living
environments, including smart houses and smart cities, possible, by combining the Internet …

Delay wreaks havoc on your smart home: Delay-based automation interference attacks

H Chi, C Fu, Q Zeng, X Du - 2022 IEEE Symposium on Security …, 2022 - ieeexplore.ieee.org
With the proliferation of Internet of Things (IoT) devices and platforms, it becomes a trend
that IoT devices associated with different IoT platforms coexist in a smart home …

A survey on recent advanced research of CPS security

Z Wang, W Xie, B Wang, J Tao, E Wang - Applied Sciences, 2021 - mdpi.com
Cyber-physical systems (CPSs) are next-generation intelligent systems that integrate
computing, communication, and control. Malicious attacks on CPSs can lead to both …