Security and privacy for edge artificial intelligence

JB Michael - IEEE Security & Privacy, 2021 - computer.org
Edge artificial intelligence (AI) takes decentralization of data and computing to a new level,
providing for optimization of resource allocation, and development and functioning of AI, on …

[PDF][PDF] Security of distributed intelligence in edge computing: Threats and countermeasures

MS Ansari, SH Alsamhi, Y Qiao, Y Ye… - The Cloud-to-Thing …, 2020 - library.oapen.org
Rapid growth in the amount of data produced by IoT sensors and devices has led to the
advent of edge computing wherein the data is processed at a point at or near to its origin …

Guest editorial special issue on privacy and security in distributed edge computing and evolving IoT

A Jolfaei, P Ostovari, M Alazab… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Recent advances in artificial intelligence, edge computing, and big data have enabled
extensive reasoning capabilities at the edge of the network. Edge servers are now capable …

Deep Learning Techniques for Security in Edge Computing: A Detailed Survey

R Anusuya, DK Renuka… - … 2021: Proceedings of …, 2021 - books.google.com
Massive amounts of data are generated instantly and as computing power gets increased
subsequently the performance of cloud computing is dissatisfying. The security and privacy …

Machine-learning-assisted security and privacy provisioning for edge computing: A survey

S Singh, R Sulthana, T Shewale… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Edge computing (EC), is a technological game changer that has the ability to connect
millions of sensors and provide services at the device end. The broad vision of EC integrates …

Breaking the Privacy Paradox: Pushing AI to the Edge with Provable Guarantees

R Hu - 2022 - search.proquest.com
As an immense number of connected edge devices such as mobile devices, wearables, and
autonomous vehicles generate massive amounts of data each day to develop machine …

[HTML][HTML] Edge intelligence secure frameworks: Current state and future challenges

E Villar-Rodriguez, MA Pérez, AI Torre-Bastida… - Computers & …, 2023 - Elsevier
At the confluence of two great paradigms such as Edge Computing and Artificial Intelligence,
Edge Intelligence arises. This new concept is about the smart exploitation of Edge …

Artificial intelligence for edge computing security: A survey

FT Waguie, F Al-Turjman - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Edge computing is a prospective notion for expanding the potential of cloud computing. It is
vital to maintaining a decent atmosphere free of all forms of security and breaches in order to …

Artificial Intelligence-Based Secure Edge Computing Systems for IoTDs and Smart Cities: A Survey

M Asim, C Junhong, L Wenyin… - … AI for IoT and Smart Cities …, 2023 - Springer
Abstract Internet of Things devices (IoTDs) connect a huge number of physical objects in
order to provide services to users. However, due to the limitation of IoTDs, applications …

Edge AI: Leveraging the full potential of deep learning

MMH Shuvo - Recent innovations in artificial intelligence and smart …, 2022 - Springer
The rapid emergence of deep learning (DL) algorithms has paved the way for bringing
artificial intelligence (AI) services to end users. The intersection between edge computing …