Výsledky vyhledávání - "Rahul B. Adhao"

Feature selection using principal component analysis and genetic algorithm

Publikováno v: Journal of Discrete Mathematical Sciences and Cryptography. 23:595-602

Feature engineering is the way toward utilizing domain knowledge of the records to build features that in turn assist Machine Learning (ML) algorithms to provide efficient results. It is crucial to...

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::b9dcd6fcc320dd1500e08d79e2ee6ad5
https://doi.org/10.1080/09720529.2020.1729507

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Support Based Graph Framework for Effective Intrusion Detection and Classification

Autor: Rahul B. Adhao, V. K. Pachghare

Intrusion Detection System is one of the worthwhile areas for researchers for a long. Numbers of researchers have worked for increasing the efficiency of Intrusion Detection Systems. But still, many challenges are present in modern Intrusion Detectio

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::26ca010135c2abc1fd799ffd74958dca
https://doi.org/10.21203/rs.3.rs-1035364/v1

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Ensemble-Based Filter Feature Selection Technique for Building Flow-Based IDS

Autor: Rahul B. Adhao, Chinmay Deokule, Ishita Karna, V. K. Pachghare, Aniket Madam

Publikováno v: 2021 2nd International Conference on Advances in Computing, Communication, Embedded and Secure Systems (ACCESS).

Intrusion Detection systems play a crucial role in maintaining network security. It keeps track of network traffic for anomalous activities and detects any vulnerabilities in the network. It is not a trivial task to build one due to the high number o

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::d2ae489b799a425b98f25605fed167e2
https://doi.org/10.1109/access51619.2021.9563297

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Review of Ensemble-Based Filter Feature Selection Techniques for Building Intrusion Detection System

Autor: Ishita Karna, Chinmay Deokule, Rahul B. Adhao, Aniket Madam, V. K. Pachghare

Publikováno v: Journal of Network Security Computer Networks. 7

Intrusion detection systems (IDS) play a critical role in network security by monitoring network traffic for malicious activities and detecting vulnerability exploits against target applications or computers. A large number of redundant and irrelevan

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::769cdc3926e9cc40a9ce9de0f9f46477
https://doi.org/10.46610/jonscn.2021.v07i02.003

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Feature Selection Based on Hall of Fame Strategy of Genetic Algorithm for Flow-Based IDS

Autor: Rahul B. Adhao, V. K. Pachghare

Publikováno v: Data Science and Security ISBN: 9789811644856

The Feature engineering refers to the use of domain knowledge of the available data to selects the features that simplify the machine learning algorithm. It is essential for the implementation of machine learning and is both difficult and costly. Aut

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::97e60e7eba57db06a790cd693b14c8cc
https://doi.org/10.1007/978-981-16-4486-3_34

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