HomeShield: A Credential-Less Authentication Framework for Smart Home Systems

Xiao, Yinhao; Jia, Yizhen; Liu, Chunchi; Alrawais, Arwa; Rekik, Molka; Shan, Zhiguang

doi:10.1109/jiot.2020.3003621

Cited by 21 publications

(11 citation statements)

References 15 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Device actuations can lead to unintentional consequences if trigger-action rules are being used in different contexts [28], if they include external trigger-action platforms [8], or if they include hidden inter-app interactions through physical channels [11]. These issues have been addressed through more fine-grained permission systems and policy frameworks [28,50,54], better logging for forensic purposes [52],…”

Section: Security Of Smart Home Systemsmentioning

confidence: 99%

Haunted House: Physical Smart Home Event Verification in the Presence of Compromised Sensors

Birnbach

Eberz

Martinovic

2022

ACM Trans. Internet Things

View full text Add to dashboard Cite

In this article, we verify physical events using data from an ensemble of smart home sensors. This approach both protects against event sensor faults and sophisticated attackers. To validate our system’s performance, we set up a “smart home” in an office environment. We recognize 22 event types using 48 sensors over the course of two weeks. Using data from the physical sensors, we verify the event stream supplied by the event sensors to detect both masking and spoofing attacks. We consider three threat models: a zero-effort attacker, an opportunistic attacker, and a sensor-compromise attacker who can arbitrarily modify live sensor data. For spoofed events, we achieve perfect classification for 9 out of 22 events and achieve a 0% false alarm rate at a detection rate exceeding 99.9% for 15 events. For 11 events the majority of masking attacks can be detected without causing any false alarms. We also show that even a strong opportunistic attacker is inherently limited to spoofing few select events and that doing so involves lengthy waiting periods. Finally, we demonstrate the vulnerability of a single-classifier system to compromised sensor data and introduce a more secure approach based on sensor fusion.

show abstract

Section: Security Of Smart Home Systemsmentioning

confidence: 99%

Haunted House: Physical Smart Home Event Verification in the Presence of Compromised Sensors

Birnbach

Eberz

Martinovic

2022

ACM Trans. Internet Things

View full text Add to dashboard Cite

show abstract

“…IoT-based infrastructure in the digital community makes cyberattacks a risky possibility. For example, smart home [33] and smart transportation [61] have shown vulnerabilities. In order to assess their customers' daily routines, smart device makers, for instance, gather data about their customers.…”

Section: Securitymentioning

confidence: 99%

“…Data from IoT applications must be protected from theft and tampering and stay confidential. For example, the intersection between the IoT and blockchain technologies has emerged, which provides a kind of secure solutions [61,63,64] . Although device-to-device communication has improved, there are still problems with scalability, availability, and response time.…”

Section: Securitymentioning

confidence: 99%

Towards IoT-based sustainable digital communities

Yang

Gao

et al. 2022

Intell. and Converged Netw.

View full text Add to dashboard Cite

Seeking continuous development, a modern community must also be able to adapt to future possible challenges using constrained or limited resources. As a revolutionary communication paradigm, the Internet of Things (IoT) empowers the cutting-edge and emerging applications which enable manifold new intelligent services towards a smart community. The sophisticated ecosystem of a digital community is made feasible by the IoT infrastructure, which also provides community control with access to a wealth of actual data. In addition, IoT platforms empower the ubiquitous computing ability, providing more potentials to the actuators in perception layer in the IoT architecture.With more and more population in the urban areas, sustainability issues have become a key factor to consider in the development of a digital community. We give a modern survey in this study on the most recent developments in IoT for sustainable digital communities. After carefully examining the most recent literature, we specifically highlight the various smart digital community application scenarios, such as smart buildings, energy management, green transportation, trash management, etc. We also look into a number of major issues facing the use of IoT technology in digital communities. Furthermore, we discuss potential future applications and future research areas for IoT, the critical component of sustainable digital communities.

show abstract

“…LoRaWAN framework from [184] supports adaptive connection model for remote access. HomeShield framework discussed in [185] is solving open port attacks problem to operate without special credential where security is provided by an authentication algorithm. An ioT-Connect framework is providing security by communication protocols which operate to control device connections to the infrastructure [33], while tests on intrusion detection models can be found in [186].…”

Section: B Security In Data Managementmentioning

confidence: 99%

Smart Homes: How Much Will They Support Us? A Research on Recent Trends and Advances

et al. 2021

View full text Add to dashboard Cite

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 management, etc. Ubiquitous support by intelligent appliances at modern homes, which constantly work to gather information can help us to solve everyday issues. In this paper, we present a comparative study of recent advances in smart home development. The study aims to present the main trends in this field. During the analysis of the research reports and patents, we identify the propositions that constitute the main research streams. Through extensive analysis, we provide an outlook on the wide spectrum of the proposed solutions. We also analyze the main market to present which publishers are leading with the innovative science in this field. We also show the leaders of science and technology in the World. Finally, we define the ratio of the developments and outline the next stage of the development in the smart home industry. INDEX TERMS Internet of Things (IoT), smart home, healthcare, energy management, security. I. INTRODUCTION O VER time, the type of home was evolving. The shape of the house was evolving during ages, cultural revolutions, and climate changes. We have divided our homes into rooms devoted to sleeping, cooking, work, children, sanitary needs, warehousing, etc. People started to settle in various locations and continents.

show abstract

HomeShield: A Credential-Less Authentication Framework for Smart Home Systems

Cited by 21 publications

References 15 publications

Haunted House: Physical Smart Home Event Verification in the Presence of Compromised Sensors

Haunted House: Physical Smart Home Event Verification in the Presence of Compromised Sensors

Towards IoT-based sustainable digital communities

Smart Homes: How Much Will They Support Us? A Research on Recent Trends and Advances

Contact Info

Product

Resources

About