Robotics & Machine Learning Daily News2024,Issue(Jan.2) :10-11.

Researchers from University of California Los Angeles (UCLA) Report on Findings in Machine Learning (Integrating Machine Learning Detection and Encrypted Control for Enhanced Cybersecurity of Nonlinear Processes)

Robotics & Machine Learning Daily News2024,Issue(Jan.2) :10-11.

Researchers from University of California Los Angeles (UCLA) Report on Findings in Machine Learning (Integrating Machine Learning Detection and Encrypted Control for Enhanced Cybersecurity of Nonlinear Processes)

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Abstract

By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News - Research findings on Machine Learning are discussed in a new report. According tonews reporting out of Los Angeles, California, by NewsRx editors, research stated, “This study presents anencrypted two-tier control architecture integrated with a machine learning (ML) based cyberattack detectorto enhance the operational safety, cyber-security, and performance of nonlinear processes. The upper tierof this architecture employs an encrypted nonlinear Lyapunov-based model predictive controller (LMPC)to enhance closed-loop performance, while the lower tier utilizes an encrypted set of linear controllers tostabilize the process.”

Key words

Los Angeles/California/United States/North and Central America/Cybersecurity/Cyborgs/Emerging Technologies/Machine Learning/University of California Los Angeles (UCLA)

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出版年

2024
Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

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