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1

Experimental results for different performance metrics in f..:

Jia Liu (41593) ; Wang Yinchai (14247870) ; Teh Chee Siong (14247873)...
https://figshare.com/articles/dataset/Experimental_results_for_different_performance_metrics_in_five_categories_of_the_KDDTest_dataset_/21712347. , 2022

Link: https://doi.org/10.1371/..

2

Classification of fuzzy IDSs:

Jia Liu (41593) ; Wang Yinchai (14247870) ; Teh Chee Siong (14247873)...
https://figshare.com/articles/figure/Classification_of_fuzzy_IDSs_/21712311. , 2022

Link: https://doi.org/10.1371/..

3

The standard deviation and original interval number of attr..:

Jia Liu (41593) ; Wang Yinchai (14247870) ; Teh Chee Siong (14247873)...
https://figshare.com/articles/dataset/The_standard_deviation_and_original_interval_number_of_attributes_/21712338. , 2022

Link: https://doi.org/10.1371/..

4

The Overlap between Intrusion Behaviors and Normal Behavior:

Jia Liu (41593) ; Wang Yinchai (14247870) ; Teh Chee Siong (14247873)...
https://figshare.com/articles/figure/The_Overlap_between_Intrusion_Behaviors_and_Normal_Behaviors_/21712308. , 2022

Link: https://doi.org/10.1371/..

5

Residual block of ResNet:

Jia Liu (41593) ; Wang Yinchai (14247870) ; Teh Chee Siong (14247873)...
https://figshare.com/articles/figure/Residual_block_of_ResNet_/21712317. , 2022

Link: https://doi.org/10.1371/..

6

CrossEntropy convergence curve of the proposed method:

Jia Liu (41593) ; Wang Yinchai (14247870) ; Teh Chee Siong (14247873)...
https://figshare.com/articles/figure/CrossEntropy_convergence_curve_of_the_proposed_method_/21712329. , 2022

Link: https://doi.org/10.1371/..

7

The generated rules with four attributes of modified ANFIS:

Jia Liu (41593) ; Wang Yinchai (14247870) ; Teh Chee Siong (14247873)...
https://figshare.com/articles/journal_contribution/The_generated_rules_with_four_attributes_of_modified_ANFIS_/21712299. , 2022

Link: https://doi.org/10.1371/..

8

Four situations of results:

Jia Liu (41593) ; Wang Yinchai (14247870) ; Teh Chee Siong (14247873)...
https://figshare.com/articles/dataset/Four_situations_of_results_/21712335. , 2022

Link: https://doi.org/10.1371/..

9

Experimental results for different performance metrics in f..:

Jia Liu (41593) ; Wang Yinchai (14247870) ; Teh Chee Siong (14247873)...
https://figshare.com/articles/dataset/Experimental_results_for_different_performance_metrics_in_five_categories_of_the_KDDTrain_dataset_/21712344. , 2022

Link: https://doi.org/10.1371/..

10

Detection rate, ACC, and FAR comparison of different classi..:

Jia Liu (41593) ; Wang Yinchai (14247870) ; Teh Chee Siong (14247873)...
https://figshare.com/articles/dataset/Detection_rate_ACC_and_FAR_comparison_of_different_classifiers_on_KDDTrain_/21712350. , 2022

Link: https://doi.org/10.1371/..

11

Adaptive K-means algorithm:

Jia Liu (41593) ; Wang Yinchai (14247870) ; Teh Chee Siong (14247873)...
https://figshare.com/articles/figure/Adaptive_K-means_algorithm_/21712323. , 2022

Link: https://doi.org/10.1371/..

12

ACC comparison of different classifiers on KDDTrain+:

Jia Liu (41593) ; Wang Yinchai (14247870) ; Teh Chee Siong (14247873)...
https://figshare.com/articles/dataset/ACC_comparison_of_different_classifiers_on_KDDTrain_/21712353. , 2022

Link: https://doi.org/10.1371/..

13

Correlation matrix between attributes of NSL-KDD dataset:

Jia Liu (41593) ; Wang Yinchai (14247870) ; Teh Chee Siong (14247873)...
https://figshare.com/articles/figure/Correlation_matrix_between_attributes_of_NSL-KDD_dataset_/21712296. , 2022

Link: https://doi.org/10.1371/..

14

Evaluation results of ResNet on KDDTrain+ dataset:

Jia Liu (41593) ; Wang Yinchai (14247870) ; Teh Chee Siong (14247873)...
https://figshare.com/articles/figure/Evaluation_results_of_ResNet_on_KDDTrain_dataset_/21712305. , 2022

Link: https://doi.org/10.1371/..

15

Correlation degree of 41 attributes towards target:

Jia Liu (41593) ; Wang Yinchai (14247870) ; Teh Chee Siong (14247873)...
https://figshare.com/articles/journal_contribution/Correlation_degree_of_41_attributes_towards_target_/21712302. , 2022

Link: https://doi.org/10.1371/..

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