Machine learning in real-time internet of things (iot) systems: A survey

J Bian, A Al Arafat, H Xiong, J Li, L Li… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
Over the last decade, machine learning (ML) and deep learning (DL) algorithms have
significantly evolved and been employed in diverse applications, such as computer vision …

Recovery from Adversarial Attacks in Cyber-physical Systems: Shallow, Deep, and Exploratory Works

P Lu, L Zhang, M Liu, K Sridhar, O Sokolsky… - ACM Computing …, 2024 - dl.acm.org
Cyber-physical systems (CPS) have experienced rapid growth in recent decades. However,
like any other computer-based systems, malicious attacks evolve mutually, driving CPS to …

Towards scalable, secure, and smart mission-critical IoT systems: review and vision

X Guo, S Han, XS Hu, X Jiao, Y Jin, F Kong… - Proceedings of the …, 2021 - dl.acm.org
Recent emerging technologies such as artificial intelligence and machine learning have
been promising enormous economic and societal benefits. While it is desirable to deploy …

Real-time adaptive sensor attack detection in autonomous cyber-physical systems

F Akowuah, F Kong - 2021 IEEE 27th real-time and embedded …, 2021 - ieeexplore.ieee.org
Cyber-Physical Systems (CPS) tightly couple information technology with physical
processes, which rises new vulnerabilities such as physical attacks that are beyond …

[PDF][PDF] Paralyzing Drones via EMI Signal Injection on Sensory Communication Channels.

JH Jang, M Cho, J Kim, D Kim, Y Kim - NDSS, 2023 - cybershafarat.com
An inertial measurement unit (IMU) takes the key responsibility for the attitude control of
drones. It comprises various sensors and transfers sensor data to the drone's control unit. If it …

Hybrid knowledge and data driven synthesis of runtime monitors for cyber-physical systems

X Zhou, B Ahmed, JH Aylor, P Asare… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Recent advances in sensing and computing technology have led to the proliferation of
Cyber-Physical Systems (CPS) in safety-critical domains. However, the increasing device …

Physical invariant based attack detection for autonomous vehicles: Survey, vision, and challenges

F Akowuah, F Kong - 2021 Fourth International conference on …, 2021 - ieeexplore.ieee.org
Automobiles continue to become more autonomous and connected as increasingly
integrating with information technology. Meanwhile, this advance also comes with a higher …

Brief industry paper: Hdad: Hyperdimensional computing-based anomaly detection for automotive sensor attacks

R Wang, F Kong, H Sudler… - 2021 IEEE 27th Real-Time …, 2021 - ieeexplore.ieee.org
As the connectivity of autonomous vehicles keeps growing, it is an accepted fact that they
are even more vulnerable to malicious cyber-attacks. Recently, sensor spoofing has become …

Fail-safe: Securing cyber-physical systems against hidden sensor attacks

M Liu, L Zhang, P Lu, K Sridhar, F Kong… - 2022 IEEE Real …, 2022 - ieeexplore.ieee.org
In Cyber-Physical Systems (CPS), integrating new technologies that interact with and control
physical systems raises new security risks beyond the classical cyber security domain …

Recovery-by-learning: Restoring autonomous cyber-physical systems from sensor attacks

F Akowuah, R Prasad, CO Espinoza… - 2021 IEEE 27th …, 2021 - ieeexplore.ieee.org
Autonomous cyber-physical systems (CPS) are susceptible to non-invasive physical attacks
such as sensor spoofing attacks that are beyond the classical cybersecurity domain. These …