A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges | Paper Citation Record

Observation c2c516d3-709a-402c-a53c-523ce9d698c3 · outbound

This paper cites A Survey of Data Mining and Machine Learning Methods for Cyber Security Intrusion Detection,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges A Survey of Data Mining and Machine Learning Methods for Cyber Security Intrusion Detection,

Reference 1

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This paper cites An Intrusion -Detection Model.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges An Intrusion -Detection Model

Reference 2

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A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 3

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This paper cites PERFORMANCE EVALUATION OF MACHINE LEARNING ALGORITHMS FOR INTRUSION DETECTION SYSTEM,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges PERFORMANCE EVALUATION OF MACHINE LEARNING ALGORITHMS FOR INTRUSION DETECTION SYSTEM,

Reference 4

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This paper cites Intrusion detection: A survey,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Intrusion detection: A survey,

Reference 5

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A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 7

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A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 8

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This paper cites Sharafaldin, A.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Sharafaldin, A

Reference 9

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A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 10

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This paper cites Thakkar, R.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Thakkar, R

Reference 11

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Observation ce73f273-b7a8-4d67-a914-b49493b3252b · outbound

This paper cites Network Bas ed Intrusion Detection Using the UNSW-NB15 Dataset.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Network Bas ed Intrusion Detection Using the UNSW-NB15 Dataset

Reference 12

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This paper cites Building an efficient intrusion detection system based on feature selection and ensemble classifier,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Building an efficient intrusion detection system based on feature selection and ensemble classifier,

Reference 13

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This paper cites Optimized deep learning wit h binary PSO for intrusion detection on CSE-CICIDS2018 dataset,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Optimized deep learning wit h binary PSO for intrusion detection on CSE-CICIDS2018 dataset,

Reference 14

Resolution: verified exact; doi, observed 2026-08-07T11:27:24.900271Z

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This paper cites Registry of open data on AWS.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Registry of open data on AWS

Reference 15

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This paper cites CSE- CIC-IDS2018 on AWS.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges CSE- CIC-IDS2018 on AWS

Reference 16

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This paper cites Network intrusion detection using deep learning based on dimensionality reduction,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Network intrusion detection using deep learning based on dimensionality reduction,

Reference 17

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This paper cites and Sunil B.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges and Sunil B

Reference 18

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A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 19

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This paper cites Miguel A.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Miguel A

Reference 20

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A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 21

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A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 22

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A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 24

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A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 25

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This paper cites J Big Data 7:1–20.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges J Big Data 7:1–20

Reference 26

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A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 27

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This paper cites Intrusion Detection in Computer Networks using Optimized Machine Learning Algorithms,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Intrusion Detection in Computer Networks using Optimized Machine Learning Algorithms,

Reference 28

Resolution: verified exact; raw_fallback, observed 2026-08-07T11:27:28.532272Z

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A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 29

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Observation 2daabe5f-db91-4609-97b4-5a8b0d679ef3 · outbound

This paper cites Enhancing Performance of Intrusion detection System in the NSL- KDD Dataset using Meta -Heuristic and Machine Learning Algorithms -Design thinking approach,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Enhancing Performance of Intrusion detection System in the NSL- KDD Dataset using Meta -Heuristic and Machine Learning Algorithms -Design thinking approach,

Reference 30

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This paper cites Building an Effective Intrusion Detection System by Using Hybrid Data Optimization Based on Machine Learning Algorithms,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Building an Effective Intrusion Detection System by Using Hybrid Data Optimization Based on Machine Learning Algorithms,

Reference 31

Resolution: verified exact; doi, observed 2026-08-07T11:27:24.871951Z

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This paper cites Intrusion Detection using Machine Learning Techniques: An Experimental Comparison,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Intrusion Detection using Machine Learning Techniques: An Experimental Comparison,

Reference 32

Resolution: verified exact; raw_fallback, observed 2026-08-07T11:27:28.169658Z

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A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 33

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A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 34

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This paper cites Intrusion Detection System Framework Using Machine Learning,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Intrusion Detection System Framework Using Machine Learning,

Reference 36

Resolution: verified exact; raw_fallback, observed 2026-08-07T11:27:28.025317Z

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This paper cites Intrusion Detection System using Feature Selection With Clustering and Classification Machine Learning Algorithms on the UNSW -NB15 dataset,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Intrusion Detection System using Feature Selection With Clustering and Classification Machine Learning Algorithms on the UNSW -NB15 dataset,

Reference 38

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This paper cites A Hybrid Machine Learning and Data Mining Based Approach to Network Intrusion Detection,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges A Hybrid Machine Learning and Data Mining Based Approach to Network Intrusion Detection,

Reference 39

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This paper cites Machine Learning based Intrusion Detection Framework using Recursive Feature Elimination Method,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Machine Learning based Intrusion Detection Framework using Recursive Feature Elimination Method,

Reference 40

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This paper cites Feature selection for intrusion detection systems,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Feature selection for intrusion detection systems,

Reference 41

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A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 42

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This paper cites Implementation of Intrusion Detection System Using Various Machine Learning Approaches with Ensemble learning,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Implementation of Intrusion Detection System Using Various Machine Learning Approaches with Ensemble learning,

Reference 43

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A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 44

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A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 45

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A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 46

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A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 47

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Observation 317be64b-46a3-4056-8a55-68a77cf6329f · outbound

This paper cites Madhukar, G.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Madhukar, G

Reference 48

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A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 49

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A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 50

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This paper cites A simple KNN algorithm for text categorization.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges A simple KNN algorithm for text categorization

Reference 52

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This paper cites Intrusion Detection System using decision tree algorithm,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Intrusion Detection System using decision tree algorithm,

Reference 53

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Observation 78f3c84d-c171-4dba-8991-84620b5457a3 · outbound

This paper cites Performance evaluation of supervised machine learning algorithms for intrusion detection.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Performance evaluation of supervised machine learning algorithms for intrusion detection

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:27:29.452617Z

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This paper cites An effective approach to network intrusion detection system using genetic algorithm.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges An effective approach to network intrusion detection system using genetic algorithm

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:27:29.429154Z

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This paper cites Overview on ]Intrusion Detection Systems Design Exploiting Machine Learning for Networking Cybersecurity.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Overview on ]Intrusion Detection Systems Design Exploiting Machine Learning for Networking Cybersecurity

Reference 56

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Observation 8dfa8fc4-6850-4d61-a9db-34f8c74da2f0 · outbound

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A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:27:29.396058Z

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Observation 12987293-bffe-4c2d-bbc1-e529a80539b2 · outbound

This paper cites , & Shrivastava, S.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges , & Shrivastava, S

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:27:29.515094Z

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Observation e923a8ba-7d59-4d26-b9dc-229a42191eaa · outbound

This paper cites Evaluation of machine learning algorithms for an intrusion detection system,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Evaluation of machine learning algorithms for an intrusion detection system,

Reference 59

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T11:27:26.986705Z

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Observation 7dd6e904-22ab-4287-867b-c8ca6942759b · outbound

This paper cites Performance Evaluation of Supervised Machine Learning Algorithms for Intrusion Detection.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Performance Evaluation of Supervised Machine Learning Algorithms for Intrusion Detection

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:27:29.360525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 817bdd01-612c-4c7d-953e-472348ca9323 · outbound

This paper cites D., & Khan, M.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges D., & Khan, M

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:27:29.335572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2339b1a9-f514-4312-b835-5d828b80e1c1 · outbound

This paper cites an unresolved cited work.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 62

Resolution: verified exact; doi, observed 2026-08-07T11:27:24.690557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e4cab831-be0a-4d40-abc5-6449fc0a797f · outbound

This paper cites A Simple and Robust Approach of Random Forest for Intrusion Detection System in Cyber Security,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges A Simple and Robust Approach of Random Forest for Intrusion Detection System in Cyber Security,

Reference 63

Resolution: verified exact; raw_fallback, observed 2026-08-07T11:27:26.868375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 36d34d17-934e-4647-8c1d-515c53f43811 · outbound

This paper cites & Ghazizadeh- Ahsaee, Mostafa & Karimipour, Hadis.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges & Ghazizadeh- Ahsaee, Mostafa & Karimipour, Hadis

Reference 64

Resolution: verified exact; doi, observed 2026-08-07T11:27:24.648721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1a508ee9-7f63-488d-95f8-db19f9e30d8b · outbound

This paper cites Multi-level hybrid support vector machine and extreme learning machine based on modified K -means for an intrusion detection system,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Multi-level hybrid support vector machine and extreme learning machine based on modified K -means for an intrusion detection system,

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:27:29.312961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7a172595-b6cf-4511-9b53-e386aecff7ce · outbound

This paper cites -H.; Salam, I.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges -H.; Salam, I

Reference 66

Resolution: verified exact; doi, observed 2026-08-07T11:27:24.618317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 177c8832-580f-44fe-a98c-1d7d07fbbac2 · outbound

This paper cites an unresolved cited work.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 67

Resolution: verified exact; doi, observed 2026-08-07T11:27:24.592175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f5072e93-ca13-47b8-b4a2-2854942f0f2e · outbound

This paper cites Mashayak, Balaji R.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Mashayak, Balaji R

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:27:29.288690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 306a8640-0cf6-4213-85f5-3f1e1172a1f4 · outbound

This paper cites T, Kameswara M.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges T, Kameswara M

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:27:29.264037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5fbc8501-17db-4e8e-aa6a-38994507e6d9 · outbound

This paper cites an unresolved cited work.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:27:29.234511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3f0099fa-97b0-4903-995a-406d562a5423 · outbound

This paper cites an unresolved cited work.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 71

Resolution: verified exact; doi, observed 2026-08-07T11:27:24.781540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9d3c2eb7-8167-45ab-ac9b-1d6688d1f7ab · outbound

This paper cites Aziz, Amira & Hanafi, Sanaa & Hassanien, Aboul Ella.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Aziz, Amira & Hanafi, Sanaa & Hassanien, Aboul Ella

Reference 72

Resolution: verified exact; doi, observed 2026-08-07T11:27:24.559978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 21cfd9ec-1f6a-4493-9d34-0b688d51067b · outbound

This paper cites an unresolved cited work.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 73

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:27:29.209782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7af15f19-f7f6-4bcb-a6e6-76befa7af7c1 · outbound

This paper cites an unresolved cited work.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 74

Resolution: verified exact; doi, observed 2026-08-07T11:27:24.531519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 175da53d-2920-4e59-95b9-ee22046664a8 · outbound

This paper cites an unresolved cited work.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 75

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:27:29.188448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation deb88a92-df88-4b02-97be-198e25e5bcf0 · outbound

This paper cites an unresolved cited work.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 76

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:27:29.166576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8d1e9820-7ba9-4f0a-a6fd-d1a5dc63518f · outbound

This paper cites In: 2015 Fifth international conference on communication systems and network technologies.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges In: 2015 Fifth international conference on communication systems and network technologies

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:27:29.140606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5910c9cc-ad98-4413-b849-7fe09244f05b · outbound

This paper cites an unresolved cited work.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 78

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T11:27:26.709908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 65b29dfa-b89a-45a5-8456-85ff3cafaa60 · outbound

This paper cites an unresolved cited work.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 79

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T11:27:26.550745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 155d6df6-9725-4a81-bd41-224a204c7545 · outbound

This paper cites SVM-DT-based adaptive and collaborative intrusion detection,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges SVM-DT-based adaptive and collaborative intrusion detection,

Reference 80

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T11:27:26.391224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4b7b6a9a-8214-4448-827b-ebc8af607e68 · outbound

This paper cites Network intrusion detection system using various data mining techniques,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Network intrusion detection system using various data mining techniques,

Reference 81

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T11:27:26.246618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ccdd6e58-bbe3-41de-b9e6-12e1dabce949 · outbound

This paper cites Reducing false positives in intrusion detection systems using data -mining techniques utilizing support vector machines, decision trees, and naive Bayes for off -line analysis,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Reducing false positives in intrusion detection systems using data -mining techniques utilizing support vector machines, decision trees, and naive Bayes for off -line analysis,

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:27:29.100889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1f4accf1-d0c3-4138-9f5c-03d3cda0c25f · outbound

This paper cites an unresolved cited work.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 83

Resolution: verified exact; raw_fallback, observed 2026-08-07T11:27:26.088980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation be439cf1-e8a2-45f0-b99c-82ad67ed6d4e · outbound

This paper cites an unresolved cited work.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 84

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:27:29.059052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ef5a5010-c7da-4443-bed7-d629f5f4dd5e · outbound

This paper cites Semi - supervised multi-layered clustering model for intrusion detection.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Semi - supervised multi-layered clustering model for intrusion detection

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:27:29.029639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fe20cd68-b06c-49e9-bc4f-79dd07c7ed49 · outbound

This paper cites Machine Learning Algorithms for Intrusion Detection Performance Evaluation and Comparative Analysis,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Machine Learning Algorithms for Intrusion Detection Performance Evaluation and Comparative Analysis,

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-07T11:27:24.168421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e6155e6-f257-4db6-969b-9e6af12400c4 · outbound

This paper cites MLIDS: A Machine Learning Approach for Intrusion Detection for Real-Time Network Dataset,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges MLIDS: A Machine Learning Approach for Intrusion Detection for Real-Time Network Dataset,

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:27:28.994793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b3c581f8-8d29-4a76-98a5-4f8f87c7eb3e · outbound

This paper cites Intrusion Detection System Using PCA with Random Forest Approach,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Intrusion Detection System Using PCA with Random Forest Approach,

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-07T11:27:24.197859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a326a3c-d254-4cc3-adfb-cf53951c1ce8 · outbound

This paper cites A Novel Intrusion Detection System based on Extreme Machine Learning and Multi-Voting Technology,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges A Novel Intrusion Detection System based on Extreme Machine Learning and Multi-Voting Technology,

Reference 89

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T11:27:25.588029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3159ac1a-82d3-4930-8562-aaaaf9effabb · outbound

This paper cites Evaluation of machine learning techniques for network intrusion detection,.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Evaluation of machine learning techniques for network intrusion detection,

Reference 90

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T11:27:25.432030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9c44f44a-8f7d-4246-8f48-8c308d534db0 · outbound

This paper cites an unresolved cited work.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 91

Resolution: verified exact; doi, observed 2026-08-07T11:27:24.462953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 61ff5fea-4dfd-4429-979b-d1e581bd497b · outbound

This paper cites an unresolved cited work.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 92

Resolution: malformed identifier; no resolver link, observed 2026-08-07T11:27:24.240375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75f06618-907d-46ae-87a7-3cb679ed6b56 · outbound

This paper cites an unresolved cited work.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 93

Resolution: verified exact; doi, observed 2026-08-07T11:27:24.405711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 732bc1bf-27d4-4179-8c52-09b988946fe6 · outbound

This paper cites an unresolved cited work.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-07T11:27:24.256921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3422c967-114a-4eba-b2f4-2ebb0df50bc4 · outbound

This paper cites an unresolved cited work.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 95

Resolution: verified exact; doi, observed 2026-08-07T11:27:24.372054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 09b72aad-e9e8-4166-ae15-039c331fcd21 · outbound

This paper cites Potdar, Performance Evolution of Machine Learning Algorithms for Network Intrusion Detection System.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Potdar, Performance Evolution of Machine Learning Algorithms for Network Intrusion Detection System

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:27:28.966726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9bf55a58-b31c-49d2-abb3-eff3b17b7210 · outbound

This paper cites an unresolved cited work.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 97

Resolution: verified exact; raw_fallback, observed 2026-08-07T11:27:25.147527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b6206055-63cd-4829-9caa-b952c07a9824 · outbound

This paper cites an unresolved cited work.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 435

Resolution: verified exact; doi, observed 2026-08-07T11:27:24.493957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7f300f27-e298-42a6-9021-002d39abe3a2 · outbound

This paper cites an unresolved cited work.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 536

Resolution: unresolved; no resolver link, observed 2026-08-07T11:27:24.185786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 173584fa-9dcd-40f3-a3ac-0f1acb80949b · outbound

This paper cites an unresolved cited work.

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges Unresolved cited work

Reference 640

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T11:27:25.942291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers