An Adaptive Privacy Protection Method for Smart Home Environments Using Supervised Learning

He, Jingsha; Xiao, Qi; Peng, Huan; Pathan, Muhammad Salman

doi:10.3390/fi9010007

Cited by 15 publications

(7 citation statements)

References 16 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Although many benefits are gained from IoT-based smart homes, these smart homes are susceptible to different attacks [ 25 ]. An individual can directly attack an interconnection device (e.g., gateway) or field device using its network or local communication interface (i.e., attacking the device) [ 14 ], and a device can be impersonated using its faulty certificate.…”

Section: Related Workmentioning

confidence: 99%

Cyber and Physical Security Vulnerability Assessment for IoT-Based Smart Homes

Ali

Awad

2018

Sensors

245

141

View full text Add to dashboard Cite

The Internet of Things (IoT) is an emerging paradigm focusing on the connection of devices, objects, or “things” to each other, to the Internet, and to users. IoT technology is anticipated to become an essential requirement in the development of smart homes, as it offers convenience and efficiency to home residents so that they can achieve better quality of life. Application of the IoT model to smart homes, by connecting objects to the Internet, poses new security and privacy challenges in terms of the confidentiality, authenticity, and integrity of the data sensed, collected, and exchanged by the IoT objects. These challenges make smart homes extremely vulnerable to different types of security attacks, resulting in IoT-based smart homes being insecure. Therefore, it is necessary to identify the possible security risks to develop a complete picture of the security status of smart homes. This article applies the operationally critical threat, asset, and vulnerability evaluation (OCTAVE) methodology, known as OCTAVE Allegro, to assess the security risks of smart homes. The OCTAVE Allegro method focuses on information assets and considers different information containers such as databases, physical papers, and humans. The key goals of this study are to highlight the various security vulnerabilities of IoT-based smart homes, to present the risks on home inhabitants, and to propose approaches to mitigating the identified risks. The research findings can be used as a foundation for improving the security requirements of IoT-based smart homes.

show abstract

Section: Related Workmentioning

confidence: 99%

Cyber and Physical Security Vulnerability Assessment for IoT-Based Smart Homes

Ali

Awad

2018

Sensors

245

141

View full text Add to dashboard Cite

show abstract

“…These elements included home population with RFID tags, which were difficult to implement considering the memory lapses of humans. Although many SHs have utilized IoT, they are vulnerable to various attacks [32]. Thus, home appliances can be connected to a wired or wireless network through a home gateway, where an attack on the home gateway can immediately lead to an attack on the entire home network, which is where an external connection can be made [33].…”

Section: Related Workmentioning

confidence: 99%

Design and Fabrication of Smart Home With Internet of Things Enabled Automation System

et al. 2019

View full text Add to dashboard Cite

Home automation systems have attracted considerable attention with the advancement of communications technology. A smart home (SH) is an Internet of Things (IoT) application that utilizes the Internet to monitor and control appliances using a home automation system. Lack of IoT technology usage, unfriendly user interface, limited wireless transmission range, and high costs are the limitations of existing home automation systems. Therefore, this study presents a cost-effective and hybrid (local and remote) IoTbased home automation system with a user-friendly interface for smartphones and laptops. A prototype called IoT@HoMe is developed with an algorithm to enable the monitoring of home conditions and automate the control of home appliances over the Internet anytime and anywhere. This system utilizes a node microcontroller unit (NodeMCU) as a Wi-Fi-based gateway to connect different sensors and updates their data to Adafruit IO cloud server. The collected data from several sensors (radio-frequency identification, ultrasonic, temperature, humidity, gas, and motion sensors) can be accessed via If This Then That (IFTTT) on users' devices (smartphones and/or laptops) over the Internet regardless of their location. A set of relays is used to connect the NodeMCU to homes under controlled appliances. The designed system is structured in a portable manner as a control box that can be attached for monitoring and controlling a real house. The proposed IoT-based system for home automation can easily and efficiently control appliances over the Internet and support home safety with autonomous operation. IoT@HoMe is a low cost and reliable automation system that reduces energy consumption and can notably provide convenience, safety, and security for SH residents.

show abstract

“…Although many benefits are gained from IoT-based smart homes, these smart homes are susceptible to different attacks [27]. An individual can directly attack an interconnection device (e.g., gateway) or field device using its network or local communication interface (i.e., attacking the device) and a device can be impersonated using its faulty certificate.…”

Section: High (H)mentioning

confidence: 99%

Internet of Things (IoT) of Smart Home: Privacy and Security

Shouran¹,

Ashari²,

Priyambodo³

2019

IJCA

View full text Add to dashboard Cite

The smart home is an environment, where heterogeneous electronic devices and appliances are networked together to provide smart services in a ubiquitous manner to the individuals. organization and people are wide accepting and adopting the functionalities offered by the smart home applications. this can be because of the various advantages, in easing users' everyday life and work, provided by the rising internet of Things (IoT) technologies and devices, equipped with sensors, cameras, or actuators, and able either to accumulate information from the environment or to perform proper tasks. the main features of smart homes embrace realtime monitoring, remote control, safety from intruders, gas/fire alarm, and so on. Since among smart homes, sensitive and personal data are managed, security and privacy solutions should be put in place, to protect users/businesses' data against violation try still on guarantee the supply of reliable services. As IoT home devices become increasingly ubiquitous, study's findings and recommendations contribute to the broader understanding of users' evolving attitudes towards privacy in smart homes.

show abstract

An Adaptive Privacy Protection Method for Smart Home Environments Using Supervised Learning

Cited by 15 publications

References 16 publications

Cyber and Physical Security Vulnerability Assessment for IoT-Based Smart Homes

Cyber and Physical Security Vulnerability Assessment for IoT-Based Smart Homes

Design and Fabrication of Smart Home With Internet of Things Enabled Automation System

Internet of Things (IoT) of Smart Home: Privacy and Security

Contact Info

Product

Resources

About