Cybers Security Analysis and Measurement Tools Using Machine Learning Approach

Artificial intelligence (AI) and machine learning (ML) have been used in transforming our environment and the way people think, behave, and make decisions during the last few decades [1]. In the last two decades everyone connected to the Internet either an enterprise or individuals has become concer...

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Main Author: Abu Zitar, Raed (author)
Other Authors: Ghazal, Taher M. (author), Hasan, Mohammad Kamrul (author), Al-Dmour, Nidal A. (author), Al-Sit, Waleed T. (author), Shayla Islam (author)
Published: 2022
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Online Access:https://depot.sorbonne.ae/handle/20.500.12458/1351
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author Abu Zitar, Raed
author2 Ghazal, Taher M.
Hasan, Mohammad Kamrul
Al-Dmour, Nidal A.
Al-Sit, Waleed T.
Shayla Islam
author2_role author
author
author
author
author
author_facet Abu Zitar, Raed
Ghazal, Taher M.
Hasan, Mohammad Kamrul
Al-Dmour, Nidal A.
Al-Sit, Waleed T.
Shayla Islam
author_role author
dc.creator.none.fl_str_mv Abu Zitar, Raed
Ghazal, Taher M.
Hasan, Mohammad Kamrul
Al-Dmour, Nidal A.
Al-Sit, Waleed T.
Shayla Islam
dc.date.none.fl_str_mv 2022
2023-01-03T09:21:13Z
2023-01-03T09:21:13Z
dc.identifier.none.fl_str_mv https://depot.sorbonne.ae/handle/20.500.12458/1351
10.1109/ICAIC53980.2022.9897045
dc.language.none.fl_str_mv en
dc.relation.none.fl_str_mv 2022 1st International Conference on AI in Cybersecurity (ICAIC)
dc.subject.none.fl_str_mv Artificial Intelligence (AI)
Machine Learning (ML)
cyber security
dc.title.none.fl_str_mv Cybers Security Analysis and Measurement Tools Using Machine Learning Approach
dc.type.none.fl_str_mv Controlled Vocabulary for Resource Type Genres::text::conference object::conference proceedings
description Artificial intelligence (AI) and machine learning (ML) have been used in transforming our environment and the way people think, behave, and make decisions during the last few decades [1]. In the last two decades everyone connected to the Internet either an enterprise or individuals has become concerned about the security of his/their computational resources. Cybersecurity is responsible for protecting hardware and software resources from cyber attacks e.g. viruses, malware, intrusion, eavesdropping. Cyber attacks either come from black hackers or cyber warfare units. Artificial intelligence (AI) and machine learning (ML) have played an important role in developing efficient cyber security tools. This paper presents Latest Cyber Security Tools Based on Machine Learning which are: Windows defender ATP, DarckTrace, Cisco Network Analytic, IBM QRader, StringSifter, Sophos intercept X, SIME, NPL, and Symantec Targeted Attack Analytic.
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identifier_str_mv 10.1109/ICAIC53980.2022.9897045
language_invalid_str_mv en
network_acronym_str sorbonner
network_name_str Sorbonne University Abu Dhabi repository
oai_identifier_str oai:depot.sorbonne.ae:20.500.12458/1351
publishDate 2022
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spelling Cybers Security Analysis and Measurement Tools Using Machine Learning ApproachAbu Zitar, RaedGhazal, Taher M.Hasan, Mohammad KamrulAl-Dmour, Nidal A.Al-Sit, Waleed T.Shayla IslamArtificial Intelligence (AI)Machine Learning (ML)cyber securityArtificial intelligence (AI) and machine learning (ML) have been used in transforming our environment and the way people think, behave, and make decisions during the last few decades [1]. In the last two decades everyone connected to the Internet either an enterprise or individuals has become concerned about the security of his/their computational resources. Cybersecurity is responsible for protecting hardware and software resources from cyber attacks e.g. viruses, malware, intrusion, eavesdropping. Cyber attacks either come from black hackers or cyber warfare units. Artificial intelligence (AI) and machine learning (ML) have played an important role in developing efficient cyber security tools. This paper presents Latest Cyber Security Tools Based on Machine Learning which are: Windows defender ATP, DarckTrace, Cisco Network Analytic, IBM QRader, StringSifter, Sophos intercept X, SIME, NPL, and Symantec Targeted Attack Analytic.2023-01-03T09:21:13Z2023-01-03T09:21:13Z2022Controlled Vocabulary for Resource Type Genres::text::conference object::conference proceedingshttps://depot.sorbonne.ae/handle/20.500.12458/135110.1109/ICAIC53980.2022.9897045en2022 1st International Conference on AI in Cybersecurity (ICAIC)oai:depot.sorbonne.ae:20.500.12458/13512024-09-11T11:15:59Z
spellingShingle Cybers Security Analysis and Measurement Tools Using Machine Learning Approach
Abu Zitar, Raed
Artificial Intelligence (AI)
Machine Learning (ML)
cyber security
title Cybers Security Analysis and Measurement Tools Using Machine Learning Approach
title_full Cybers Security Analysis and Measurement Tools Using Machine Learning Approach
title_fullStr Cybers Security Analysis and Measurement Tools Using Machine Learning Approach
title_full_unstemmed Cybers Security Analysis and Measurement Tools Using Machine Learning Approach
title_short Cybers Security Analysis and Measurement Tools Using Machine Learning Approach
title_sort Cybers Security Analysis and Measurement Tools Using Machine Learning Approach
topic Artificial Intelligence (AI)
Machine Learning (ML)
cyber security
url https://depot.sorbonne.ae/handle/20.500.12458/1351