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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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Resampling to Classify Rare Attack Tactics in UWF-ZeekData22

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

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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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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Identifying Postural Instability in Children with Cerebral Palsy Using a Predictive Model: A Longitudinal Multicenter Study

Diagnostics (Basel), 2023-06, Vol.13 (12), p.2126

2023

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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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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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Database Design Using Entity-Relationship Diagrams

Third edition, 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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Mining frequent itemsets from streaming transaction data using genetic algorithms

Journal of big data, 2020-07, Vol.7 (1), p.1-20, Article 54

2020

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Prediction Model for Identifying Computational Phenotypes of Children with Cerebral Palsy Needing Neurotoxin Treatments

Toxins, 2022-12, Vol.15 (1), p.20

2022

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Predicting osteoarthritis in adults using statistical data mining and machine learning

Therapeutic advances in musculoskeletal disease, 2022, Vol.14, p.1759720-1759720X221104935

2022

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Machine Learning for Android Scareware Detection

Journal of information technology research, 2022-03, Vol.15 (1), p.1-15

2022

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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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Anomaly Detection for Modbus over TCP in Control Systems Using Entropy and Classification-Based Analysis

Journal of cybersecurity and privacy, 2023-12, Vol.3 (4), p.895-913

2023

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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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Database Design Using Entity-Relationship Diagrams, 3rd Edition

2022

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An Introduction to Data Encryption and Future Trends in Lightweight Cryptography and Securing IoT Environments

Transactions on Machine Learning and Artificial Intelligence, 2022-04, Vol.10 (2), p.14-26

2022

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Positive and negative association rule mining in Hadoop’s MapReduce environment

Journal of big data, 2019-08, Vol.6 (1), p.1-16, Article 75

2019

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Sentiment Analysis on Twitter Data Using Term Frequency-Inverse Document Frequency

Journal of computer and communications, 2022, Vol.10 (8), p.117-128

2022

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Improving virtual screening predictive accuracy of Human kallikrein 5 inhibitors using machine learning models

Computational biology and chemistry, 2017-08, Vol.69, p.110-119

2017

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A Public Infrastructure for a Trusted Wireless World

Future internet, 2022-07, Vol.14 (7), p.200

2022

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Machine Learning and Deep Learning for Phishing Email Classification using One-Hot Encoding

Journal of computer science, 2021-07, Vol.17 (7), p.610-623

2021

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Extended Isolation Forest for Intrusion Detection in Zeek Data

Resampling to Classify Rare Attack Tactics in UWF-ZeekData22

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

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

Identifying Postural Instability in Children with Cerebral Palsy Using a Predictive Model: A Longitudinal Multicenter Study

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

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

Database Design Using Entity-Relationship Diagrams

Resampling imbalanced data for network intrusion detection datasets

Mining frequent itemsets from streaming transaction data using genetic algorithms

Prediction Model for Identifying Computational Phenotypes of Children with Cerebral Palsy Needing Neurotoxin Treatments

Predicting osteoarthritis in adults using statistical data mining and machine learning

Machine Learning for Android Scareware Detection

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

Anomaly Detection for Modbus over TCP in Control Systems Using Entropy and Classification-Based Analysis

Resampling Imbalanced Network Intrusion Datasets to Identify Rare Attacks

Database Design Using Entity-Relationship Diagrams, 3rd Edition

An Introduction to Data Encryption and Future Trends in Lightweight Cryptography and Securing IoT Environments

Positive and negative association rule mining in Hadoop’s MapReduce environment

Sentiment Analysis on Twitter Data Using Term Frequency-Inverse Document Frequency

Improving virtual screening predictive accuracy of Human kallikrein 5 inhibitors using machine learning models

A Public Infrastructure for a Trusted Wireless World

Machine Learning and Deep Learning for Phishing Email Classification using One-Hot Encoding

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