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Extended Isolation Forest for Intrusion Detection in Zeek Data

Information (Basel), 2024-07, Vol.15 (7), p.404

2024

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Determining Resampling Ratios Using BSMOTE and SVM-SMOTE for Identifying Rare Attacks in Imbalanced Cybersecurity Data

Computers (Basel), 2023-10, Vol.12 (10), p.204

2023

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Resampling to Classify Rare Attack Tactics in UWF-ZeekData22

Knowledge, 2024-03, Vol.4 (1), p.96-119

2024

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Node Classification of Network Threats Leveraging Graph-Based Characterizations Using Memgraph

Computers (Basel), 2024-07, Vol.13 (7), p.171

2024

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Applying Multi-CLASS Support Vector Machines: One-vs.-One vs. One-vs.-All on the UWF-ZeekDataFall22 Dataset

Electronics (Basel), 2024-10, Vol.13 (19), p.3916

2024

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Graphical Representation of UWF-ZeekData22 Using Memgraph

Electronics (Basel), 2024-03, Vol.13 (6), p.1015

2024

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Introducing the UWF-ZeekDataFall22 Dataset to Classify Attack Tactics from Zeek Conn Logs Using Spark’s Machine Learning in a Big Data Framework

Electronics (Basel), 2023-12, Vol.12 (24), p.5039

2023

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Using a Graph Engine to Visualize the Reconnaissance Tactic of the MITRE ATT&CK Framework from UWF-ZeekData22

Future internet, 2023-07, Vol.15 (7), p.236

2023

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Introducing UWF-ZeekData22: A Comprehensive Network Traffic Dataset Based on the MITRE ATT&CK Framework

Data (Basel), 2023-01, Vol.8 (1), p.18

2023

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Resampling imbalanced data for network intrusion detection datasets

Journal of big data, 2021-01, Vol.8 (1), p.1-41, Article 6

2021

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Resampling Imbalanced Network Intrusion Datasets to Identify Rare Attacks

Future internet, 2023-04, Vol.15 (4), p.130

2023

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Detecting Reconnaissance and Discovery Tactics from the MITRE ATT&CK Framework in Zeek Conn Logs Using Spark’s Machine Learning in the Big Data Framework

Sensors (Basel, Switzerland), 2022-10, Vol.22 (20), p.7999

2022

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Spark Configurations to Optimize Decision Tree Classification on UNSW-NB15

Big data and cognitive computing, 2022-06, Vol.6 (2), p.38

2022

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Improving the Performance of kNN in the MapReduce Framework Using Locality Sensitive Hashing

International journal of distributed systems and technologies, 2019-10, Vol.10 (4), p.1-16

2019

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Cleaning Big Data Streams: A Systematic Literature Review

Technologies (Basel), 2023-08, Vol.11 (4), p.101

2023

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Binary Classification of Network-Generated Flow Data Using a Machine Learning Algorithm

International journal of information security and privacy, 2021-01, Vol.15 (1), p.26-43

2021

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MapReduce Implementation of a Multinomial and Mixed Naive Bayes Classifier

International journal of intelligent information technologies, 2020-04, Vol.16 (2), p.1-23

2020

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Extended Isolation Forest for Intrusion Detection in Zeek Data

Determining Resampling Ratios Using BSMOTE and SVM-SMOTE for Identifying Rare Attacks in Imbalanced Cybersecurity Data

Resampling to Classify Rare Attack Tactics in UWF-ZeekData22

Node Classification of Network Threats Leveraging Graph-Based Characterizations Using Memgraph

Applying Multi-CLASS Support Vector Machines: One-vs.-One vs. One-vs.-All on the UWF-ZeekDataFall22 Dataset

Graphical Representation of UWF-ZeekData22 Using Memgraph

Introducing the UWF-ZeekDataFall22 Dataset to Classify Attack Tactics from Zeek Conn Logs Using Spark’s Machine Learning in a Big Data Framework

Using a Graph Engine to Visualize the Reconnaissance Tactic of the MITRE ATT&CK Framework from UWF-ZeekData22

Introducing UWF-ZeekData22: A Comprehensive Network Traffic Dataset Based on the MITRE ATT&CK Framework

Resampling imbalanced data for network intrusion detection datasets

Resampling Imbalanced Network Intrusion Datasets to Identify Rare Attacks

Detecting Reconnaissance and Discovery Tactics from the MITRE ATT&CK Framework in Zeek Conn Logs Using Spark’s Machine Learning in the Big Data Framework

Spark Configurations to Optimize Decision Tree Classification on UNSW-NB15

Improving the Performance of kNN in the MapReduce Framework Using Locality Sensitive Hashing

Cleaning Big Data Streams: A Systematic Literature Review

Binary Classification of Network-Generated Flow Data Using a Machine Learning Algorithm

MapReduce Implementation of a Multinomial and Mixed Naive Bayes Classifier

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