تجاوز إلى المحتوى الرئيسي
 

 

 

“GAN Base feedback analysis system for industrial IOT networks”

Author name : Salman Ali Syed
Publication Date : 2023-11-17
Journal Name : Automatika: Journal for Control, Measurement, Electronics, Computing and Communications

Abstract

The internet, like automated tools, has grown to better our daily lives. Interacting IoT products and cyber-physical systems. Generative Adversarial Network's (GANs') generator and discriminator may have different inputs, allowing feedback in supervised models. AI systems use neural networks, and adversarial networks analyse neural network feedback. Cyber-physical production systems (CPPS) herald intelligent manufacturing . CPPS may launch cross-domain attacks since the virtual and real worlds are interwoven. This project addresses enhanced Cyber-Physical System(CPS) feedback structure for Denial-of-Service (DoS) defence . Comparing sensor-controller and controller-to-actuator DoS attack channels shows a swapping system modelling solution for the CPS's complex response feedback. Because of the differential in bandwidth between the two channels and the suspects' limited energy, one person can only launch so many DoS assaults. DoS attacks are old and widespread. Create a layered switching paradigm that employs packet-based transfer techniques to prevent assaults. The discriminator's probability may be used to assess whether feedback samples came from real or fictional data. Cognitive feedback can assess GA feedback data.

Keywords

Denial-of-Servicecyber-physical production systems (CPPS)cognitive feedbackgenerative adversarial networks (GANs)

Publication Link

https://doi.org/10.1080/00051144.2022.2140391

Block_researches_list_suggestions

Suggestions to read

Photocurrent and electrical properties of SiGe Nanocrystals grown on insulator via Solid-state dewetting of Ge/SOI for Photodetection and Solar cells Applications
MOHAMMED OMAR MOHAMMEDAHMED IBRAHIM
Comparative analysis of high-performance UF membranes with sulfonated polyaniline: Improving hydrophilicity and antifouling capabilities for water purification
EBTSAM KHALEFAH H ALENEZY
Efficient framework for energy management of microgrid installed in Aljouf region considering renewable energy and electric vehicles
Ali fathy mohmmed ahmed
Comparative analysis of high-performance UF membranes with sulfonated polyaniline: Improving hydrophilicity and antifouling capabilities for water purification
AHMED HAMAD FARHAN ALANAZI
تواصل معنا