An overview of machine learning within embedded and mobile devices–optimizations and applications

TS Ajani, AL Imoize, AA Atayero - Sensors, 2021 - mdpi.com
Embedded systems technology is undergoing a phase of transformation owing to the novel
advancements in computer architecture and the breakthroughs in machine learning …

Machine learning techniques in emerging cloud computing integrated paradigms: A survey and taxonomy

D Soni, N Kumar - Journal of Network and Computer Applications, 2022 - Elsevier
Cloud computing offers Infrastructure as a Service (IaaS), Platform as a Service (PaaS), and
Software as a Service (SaaS) to provide compute, network, and storage capabilities to the …

Information exposure from consumer iot devices: A multidimensional, network-informed measurement approach

J Ren, DJ Dubois, D Choffnes, AM Mandalari… - Proceedings of the …, 2019 - dl.acm.org
Internet of Things (IoT) devices are increasingly found in everyday homes, providing useful
functionality for devices such as TVs, smart speakers, and video doorbells. Along with their …

Iot sentinel: Automated device-type identification for security enforcement in iot

M Miettinen, S Marchal, I Hafeez… - 2017 IEEE 37th …, 2017 - ieeexplore.ieee.org
With the rapid growth of the Internet-of-Things (IoT), concerns about the security of IoT
devices have become prominent. Several vendors are producing IP-connected devices for …

A survey on application of machine learning for Internet of Things

L Cui, S Yang, F Chen, Z Ming, N Lu, J Qin - International Journal of …, 2018 - Springer
Abstract Internet of Things (IoT) has become an important network paradigm and there are
lots of smart devices connected by IoT. IoT systems are producing massive data and thus …

Behavioral fingerprinting of iot devices

B Bezawada, M Bachani, J Peterson, H Shirazi… - Proceedings of the …, 2018 - dl.acm.org
The Internet-of-Things (IoT) has brought in new challenges in device identification--what the
device is, and authentication--is the device the one it claims to be. Traditionally, the …

Systematic classification of side-channel attacks: A case study for mobile devices

R Spreitzer, V Moonsamy, T Korak… - … surveys & tutorials, 2017 - ieeexplore.ieee.org
Side-channel attacks on mobile devices have gained increasing attention since their
introduction in 2007. While traditional side-channel attacks, such as power analysis attacks …

Identifying ecus using inimitable characteristics of signals in controller area networks

W Choi, HJ Jo, S Woo, JY Chun… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
As the functions of vehicles are more computerized for the safety and convenience of
drivers, attack surfaces of vehicle are accordingly increasing. Many attack results have …

Browser fingerprinting: A survey

P Laperdrix, N Bielova, B Baudry… - ACM Transactions on the …, 2020 - dl.acm.org
With this article, we survey the research performed in the domain of browser fingerprinting,
while providing an accessible entry point to newcomers in the field. We explain how this …

Sensors of smart devices in the internet of everything (IoE) era: big opportunities and massive doubts

M Masoud, Y Jaradat, A Manasrah… - Journal of …, 2019 - Wiley Online Library
Smart device industry allows developers and designers to embed different sensors,
processors, and memories in small‐size electronic devices. Sensors are added to enhance …