Robustness for smart cyber physical systems and internet-of-things: From adaptive robustness methods to reliability and security for machine learning

F Kriebel, S Rehman, MA Hanif… - 2018 IEEE Computer …, 2018 - ieeexplore.ieee.org
In recent years, the exponential growth of internet of things (IoT) and cyber physical systems
(CPS) in safety critical applications has imposed severe reliability and security challenges …

Benchmarking vulnerability assessment tools for enhanced cyber-physical system (CPS) resiliency

E McMahon, M Patton, S Samtani… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
Cyber-Physical Systems (CPSs) are engineered systems seamlessly integrating
computational algorithms and physical components. CPS advances offer numerous benefits …

Intelligent security measures for smart cyber physical systems

M Shafique, F Khalid, S Rehman - 2018 21st Euromicro …, 2018 - ieeexplore.ieee.org
The exponential growth of cyber-physical systems (CPS), especially in safety-critical
applications, has imposed several security threats (like manipulation of communication …

Robust machine learning systems: Reliability and security for deep neural networks

MA Hanif, F Khalid, RVW Putra… - 2018 IEEE 24th …, 2018 - ieeexplore.ieee.org
Machine learning is commonly being used in almost all the areas that involve advanced
data analytics and intelligent control. From applications like Natural Language Processing …

Special session: Machine learning for semiconductor test and reliability

H Amrouch, AB Chowdhury, W Jin… - 2021 IEEE 39th VLSI …, 2021 - ieeexplore.ieee.org
With technology scaling approaching atomic levels, IC test and diagnosis of complex System-
on-Chips (SoCs) become overwhelming challenging. In addition, sustaining the reliability of …

Building robust machine learning systems: Current progress, research challenges, and opportunities

JJ Zhang, K Liu, F Khalid, MA Hanif… - Proceedings of the 56th …, 2019 - dl.acm.org
Machine learning, in particular deep learning, is being used in almost all the aspects of life
to facilitate humans, specifically in mobile and Internet of Things (IoT)-based applications …

Design and evaluation of jamming resilient cyber-physical systems

I Tomić, MJ Breza, G Jackson, L Bhatia… - … on Internet of Things …, 2018 - ieeexplore.ieee.org
There is a growing movement to retrofit ageing, large scale infrastructures, such as water
networks, with wireless sensors and actuators. Next generation Cyber-Physical Systems …

Enhancing security and reliability for smart-systems' architectures

F Hofer - 2018 IEEE International Symposium on Software …, 2018 - ieeexplore.ieee.org
The vision of a fourth industrial revolution lately strongly captured the attention of research. A
Cyber-physical system (CPS) is one of the main drivers of this vision. Such system controls …

Green resilience of cyber-physical systems

D Rimawi - 2022 IEEE International Symposium on Software …, 2022 - ieeexplore.ieee.org
Cyber-Physical System (CPS) represents systems that join both hardware and software
components to perform real-time services. Maintaining the system's reliability is critical to the …

Special session: Towards an agile design methodology for efficient, reliable, and secure ML systems

S Dave, A Marchisio, MA Hanif… - 2022 IEEE 40th VLSI …, 2022 - ieeexplore.ieee.org
The real-world use cases of Machine Learning (ML) have exploded over the past few years.
However, the current computing infrastructure is insufficient to support all real-world …