Detecting and Mitigating Adversarial Examples in Regression Tasks: A Photovoltaic Power Generation Forecasting Case Study

Detecting and Mitigating Adversarial Examples in Regression Tasks: A Photovoltaic Power Generation Forecasting Case Study

With data collected by Internet of Things sensors, deep learning (DL) models can forecast the generation capacity of photovoltaic (PV) power plants. This functionality is especially relevant for PV power operators and users as PV plants exhibit irregular behavior related to environmental conditions....

Full description

Bibliographic Details
Main Authors: Everton Jose Santana, Ricardo Petri Silva, Bruno Bogaz Zarpelão, Sylvio Barbon Junior
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Information
Subjects:
intelligent cyber-physical systems
adversarial machine learning
smart grid
security
photovoltaic generation forecast
Online Access:https://www.mdpi.com/2078-2489/12/10/394

Internet

https://www.mdpi.com/2078-2489/12/10/394

Similar Items