A Comprehensive Comparative Study of Individual ML Models and Ensemble Strategies for Network Intrusion Detection Systems

Ismail Bibers, Osvaldo Arreche, Mustafa Abdallah

How to cite:

Ismail Bibers, Osvaldo Arreche, Mustafa Abdallah

"A Comprehensive Comparative Study of Individual ML Models and Ensemble Strategies for Network Intrusion Detection Systems"

International Journal of Information Security,

(2024):

Authors:

Ismail Bibers, Osvaldo Arreche, Mustafa Abdallah

Source:

International Journal of Information Security,

(2024)

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References

Sabi Sabev

"Integrated Approach to Cyber Defence: Human in the Loop. Technical Evaluation Report."

Information & Security: An International Journal

(2020):

76-92.

Field of application

Concepts and Implementation

Policy, strategy and doctrine

Technologies

C4ISR

Architectures

Modelling and Simulation

OR & Systems Analysis

Cryptography

Data mining

Deep Learning & AI

Emerging Technologies

ISIJ 55: Open Source Intelligence, Artificial Intelligence, and Human-centered Approaches to Cybersecurity and Countering Disinformation

A Comprehensive Comparative Study of Individual ML Models and Ensemble Strategies for Network Intrusion Detection Systems

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On Inequalities Bounding Imprecision and Nonspecificity Measures of Uncertainty

On the Effectiveness of Measures of Uncertainty of Basic Belief Assignments

Blockchain in Agriculture

A Comprehensive Comparative Study of Individual ML Models and Ensemble Strategies for Network Intrusion Detection Systems

Authors:

Source:

Field of application

Concepts and Implementation

Technologies