Number of selected features obtained by different algorithms. by Saad Hammood Mohammed (20623506)

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The proposed algorithm of the outlier detection method. by Sunil Kumar (102321)

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Schematic representation of selection of neighboring pixels in FAST algorithm. by Muhammad Adeel Akram (20477098)

Algorithm deployment. by Bo Tong (2138632)

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Multiclass comparison of algorithms on test data for KDDCup 99. by Arati Behera (19864844)

Performance comparison experiments with mainstream object detection algorithms. by Dongshan Jiang (21866339)

Algorithm flow of the IFE method. by Jia Liu (41593)

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Schematic diagram of the bilinear interpolation algorithm. by Yuxi Zhao (1797436)

Multiclass comparison of algorithms on test data for CIC-IoT23. by Arati Behera (19864844)

The final values of the cost function, the selected features number, and the implementation time for the introduced meta-heuristic algorithms. by Hamed Khodadadi (21446172)

“…<p>The final values of the cost function, the selected features number, and the implementation time for the introduced meta-heuristic algorithms.…”

Fuzzy rule algorithm for severity assessment. by Chatla Subbarayudu (21368330)

Training results of each algorithm on the DOTA dataset. by Xuhui Liu (546025)

Data Sheet 1_IGSA-SAC: a novel approach for intrusion detection using improved gravitational search algorithm and soft actor-critic.docx by Lizhong Jin (20991293)

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Number of features selected. by Islam Zada (21755819)

“…<div><p>The dynamical growth of cyber threats in IoT setting requires smart and scalable intrusion detection systems. In this paper, a Lean-based hybrid Intrusion Detection framework using Particle Swarm Optimization and Genetic Algorithm (PSO-GA) to select the features and Extreme Learning Machine and Bootstrap Aggregation (ELM-BA) to classify the features is introduced. …”

Overview of Algorithm 2. by Hao Zhang (15339)

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Comparison of accuracy of algorithms under different attack types. by Jianpeng Zhang (528185)

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Hyperparameters of machine learning algorithms used grid search. by Mahade Hasan (20536430)

Correlation heatmap of selected features. by Islam Zada (21755819)

“…<div><p>The dynamical growth of cyber threats in IoT setting requires smart and scalable intrusion detection systems. In this paper, a Lean-based hybrid Intrusion Detection framework using Particle Swarm Optimization and Genetic Algorithm (PSO-GA) to select the features and Extreme Learning Machine and Bootstrap Aggregation (ELM-BA) to classify the features is introduced. …”

The experimental results of all the involved algorithms on the bacteria datasets 1. by Jia Liu (41593)

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The experimental results of all the involved algorithms on the bacteria datasets 2. by Jia Liu (41593)

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