Folder with all data and algorithms حسب Jorge Servert Lerdo de Tejada (22290001)

Flowchart of the optimization model solving algorithm. حسب Yihan Liu (2258221)

الموضوعات:

ML algorithms in cyber security. حسب Abdullah Asım Yılmaz (20715311)

Comparison of different optimization algorithms. حسب Hang Zhao (143592)

الموضوعات:

Evaluation of model aggregation algorithms. حسب JiaMing Wang (334865)

"…However, existing intrusion detection systems face challenges such as incomplete data features, missing labels, parameter leakage, and high communication overhead. To address these challenges, this paper proposes a federated learning-based intrusion detection algorithm (NIDS-FGPA) that utilizes gradient similarity model aggregation. …"

Evaluation metrics of the models constructed by each algorithm. حسب Xiaoyan Yang (259084)

الموضوعات:

Algorithm testing environment settings. حسب Hua Song (113155)

"…In this study, an interactive 3D modeling design model based on Bezier curve and Harris corner detection algorithm is constructed. …"

The CCCP algorithm of EQSVR based on ClipDCD. حسب Aiman Tahir (21485064)

Process of facial feature extraction and recognition method based on ipca algorithm. حسب Lu Lin (201289)

Adaptive media filtering algorithm flowchart. حسب Hua Song (113155)

"…In this study, an interactive 3D modeling design model based on Bezier curve and Harris corner detection algorithm is constructed. …"

PSNR values for different denoising algorithms. حسب Hua Song (113155)

"…In this study, an interactive 3D modeling design model based on Bezier curve and Harris corner detection algorithm is constructed. …"

Abbreviations used in the algorithm. حسب Richa Jain (6550391)

Performance of models by different algorithms. حسب Yong Zhang (5893)

الموضوعات:

Table of parameters of the genetic algorithm. حسب Yihan Liu (2258221)

الموضوعات:

Variable selection procedure using the Boruta algorithm. حسب Qiudie Liu (22655907)

الموضوعات:

Comparison of homomorphic encryption algorithms. حسب JiaMing Wang (334865)

"…However, existing intrusion detection systems face challenges such as incomplete data features, missing labels, parameter leakage, and high communication overhead. To address these challenges, this paper proposes a federated learning-based intrusion detection algorithm (NIDS-FGPA) that utilizes gradient similarity model aggregation. …"

Flowchart of the new algorithm. حسب Jinyu Wang (381467)

الموضوعات:

Top-rated mode of transport based on the SEU algorithm (SEU scores from 0 to 40). حسب Johannes Weyer (13392175)

Development of the CO₂ Adsorption Model on Porous Adsorbent Materials Using Machine Learning Algorithms حسب Hossein Mashhadimoslem (11456548)

Parameters of the machine learning algorithms used in the study. حسب Xiaoyan Yang (259084)

الموضوعات: