Applications of artificial intelligence and machine learning in smart cities

Z Ullah, F Al-Turjman, L Mostarda… - Computer Communications, 2020 - Elsevier
Smart cities are aimed to efficiently manage growing urbanization, energy consumption,
maintain a green environment, improve the economic and living standards of their citizens …

Peek-a-boo: I see your smart home activities, even encrypted!

A Acar, H Fereidooni, T Abera, AK Sikder… - Proceedings of the 13th …, 2020 - dl.acm.org
A myriad of IoT devices such as bulbs, switches, speakers in a smart home environment
allow users to easily control the physical world around them and facilitate their living styles …

G-ids: Generative adversarial networks assisted intrusion detection system

MH Shahriar, NI Haque, MA Rahman… - 2020 IEEE 44th …, 2020 - ieeexplore.ieee.org
The boundaries of cyber-physical systems (CPS) and the Internet of Things (IoT) are
converging together day by day to introduce a common platform on hybrid systems …

Adversarial attacks to machine learning-based smart healthcare systems

AKMI Newaz, NI Haque, AK Sikder… - … 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
The increasing availability of healthcare data requires accurate analysis of disease
diagnosis, progression, and real-time monitoring to provide improved treatments to the …

Heka: A novel intrusion detection system for attacks to personal medical devices

AKMI Newaz, AK Sikder, L Babun… - 2020 IEEE Conference …, 2020 - ieeexplore.ieee.org
Modern Smart Health Systems (SHS) involve the concept of connected personal medical
devices. These devices significantly improve the patient's lifestyle as they permit remote …

Kratos: Multi-user multi-device-aware access control system for the smart home

AK Sikder, L Babun, ZB Celik, A Acar, H Aksu… - Proceedings of the 13th …, 2020 - dl.acm.org
In a smart home system, multiple users have access to multiple devices, typically through a
dedicated app installed on a mobile device. Traditional access control mechanisms consider …

Intrusion detection in smart city hospitals using ensemble classifiers

T Saba - 2020 13th International Conference on Developments …, 2020 - ieeexplore.ieee.org
The idea of Internet of Medical Things (IOMT) is used as health intelligence in the smart
hospital to assist medical staff for diagnosis and patient care. Smart hospitals play an …

Towards secured service provisioning for the internet of healthcare things

F Farhin, MS Kaiser, M Mahmud - 2020 IEEE 14th international …, 2020 - ieeexplore.ieee.org
The Internet of Healthcare Things (IoHT) is an emerging intelligent pervasive framework that
interconnects smart healthcare devices, stakeholders (eg, doctors, patients, researchers …

Machine learning in generation, detection, and mitigation of cyberattacks in smart grid: A survey

NI Haque, MH Shahriar, MG Dastgir, A Debnath… - arXiv preprint arXiv …, 2020 - arxiv.org
Smart grid (SG) is a complex cyber-physical system that utilizes modern cyber and physical
equipment to run at an optimal operating point. Cyberattacks are the principal threats …

Asynchronous prediction of human gait intention in a pseudo online paradigm using wavelet transform

SMS Hasan, MR Siddiquee… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Prediction of human voluntary gait intention is a very significant task to ensure direct cortical
control of real-life assistive technologies for locomotion rehabilitation. Neurophysiological …