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

Algorithm of model development and validation. by Bethan Cracknell Daniels (20469396)

Workflow of the developed simulation algorithm. by Arnab Mutsuddy (22146227)

Data generation algorithm. by Aluwani Ramalata (21262977)

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

“…To address these challenges, this paper proposes a federated learning-based intrusion detection algorithm (NIDS-FGPA) that utilizes gradient similarity model aggregation. …”

Algorithm performance comparison. by Haiyan Wang (25821)

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

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

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Algorithm steps for house price prediction model. by Xuan Wang (55634)

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Diagnostic algorithm for a patient suspected of fracture-related infection (FRI). by Sarah Malek (342549)

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

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Flow diagram of FPA-WPA algorithm. by Jiayuan Wang (3765376)

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Model-Based Clustering of Categorical Data Based on the Hamming Distance by Raffaele Argiento (647076)

“…<p>A model-based approach is developed for clustering categorical data with no natural ordering. …”

Bagging Model Algorithm Flow. by Wen Yu (384130)

Algorithm process. by Wei Cui (92129)

“…This paper aims to address these challenges by proposing an automated DDoS attack detection algorithm using the Informer model. We introduce a windowing technique to segment network traffic into manageable samples, which are then input into the Informer for feature extraction and classification. …”

Algorithm comparison. by Wei Cui (92129)

“…This paper aims to address these challenges by proposing an automated DDoS attack detection algorithm using the Informer model. We introduce a windowing technique to segment network traffic into manageable samples, which are then input into the Informer for feature extraction and classification. …”

Algorithm comparison. by Wei Cui (92129)

“…This paper aims to address these challenges by proposing an automated DDoS attack detection algorithm using the Informer model. We introduce a windowing technique to segment network traffic into manageable samples, which are then input into the Informer for feature extraction and classification. …”

A classification scheme of bipartite randomization algorithms, based on whether the matrix row and columns sums are preserved exactly (Fixed, <i>F</i>), preserved on average (Propo... by Zachary P. Neal (9946331)

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

“…To address these challenges, this paper proposes a federated learning-based intrusion detection algorithm (NIDS-FGPA) that utilizes gradient similarity model aggregation. …”

Federated averaging algorithm. by Yan Qin (118276)