Fortifying Network Security with Machine Learning (original) (raw)

A Survey on Effective Machine Learning Techniques in the Field of Cyber Security

Rishin Pandit

International Journal of Advanced Research in Computer Science, 2022

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Machine Learning in Cybersecurity : Applications, Challenges and Future Directions

Naveen K U M A R Thawait

International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 2024

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Cybersecurity Threats and Their Mitigation Approaches Using Machine Learning—A Review

Nafiz Rifat, Minhaz Chowdhury, Mostofa Ahsan

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A Survey on Machine Learning Techniques for Cyber Security in the Last Decade

Ibrahim Hameed, Hermenegildo da Conceição Alberto

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Machine Learning and Cybersecurity

athira vijayaraghavan

Machine Learning Approaches in Cyber Security Analytics, 2019

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Performance Comparison and Current Challenges of Using Machine Learning Techniques in Cybersecurity

jiaming li

Energies

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Machine Learning for Cybersecurity: Intrusion Detection, Malware Analysis, Vulnerability Assessment

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nternational Journal of Scientific Development and Research (IJSDR) www.ijsdr.org, 2024

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AI and Cyber-Security: Enhancing threat detection and response with machine learning

Shailesh Saxena

2024

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A Literature Review on Machine Learning for Cyber Security Issues

International Journal of Scientific Research in Computer Science, Engineering and Information Technology IJSRCSEIT

International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 2022

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Adversarial Machine Learning: Difficulties in Applying Machine Learning to Existing Cybersecurity Systems

Shahriar Rahimi

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Machine learning in computer security

Rao Vemuri

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IJERT-A Survey on Cyber Security in Machine Learning

IJERT Journal

International Journal of Engineering Research and Technology (IJERT), 2020

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Machine Learning Algorithms in Cyber Security

Alketa Hyso

2018

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Synergizing Machine Learning and Cybersecurity for Robust Digital Protection

Sameer Shukla

Research Square (Research Square), 2023

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Machine Learning Use Cases in Cybersecurity

Sergey Avdoshin

Proceedings of the Institute for System Programming of the RAS, 2019

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Applications of Machine Learning in Cyber Security

Arti Jain

Handbook of Research on Machine and Deep Learning Applications for Cyber Security

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CyberLearning: Effectiveness analysis of machine learning security modeling to detect cyber-anomalies and multi-attacks

Dr. Iqbal H. Sarker

Internet of Things, 2021

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Evaluating and Improving Adversarial Robustness of Machine Learning-Based Network Intrusion Detectors

Jiahai Yang

IEEE Journal on Selected Areas in Communications, 2021

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Machine Learning for Cyber Security at Network Speed and Scale

Olin Hyde

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An Investigation into the Performances of the State-of-the-art Machine Learning Approaches for Various Cyber-attack Detection: A Survey

IGE TOSIN

arXiv (Cornell University), 2024

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Machine Learning in Cybersecurity: Techniques and Challenges

JASMIN BHARADIYA

European Journal of Technology

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Machine Learning for Intelligent Data Analysis and Automation in Cybersecurity: Current and Future Prospects

Dr. Iqbal H. Sarker

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ASNM Datasets: A Collection of Network Traffic Data for Testing of Adversarial Classifiers and Intrusion Detectors

Kamil Malinka, Ivan Homoliak

IEEE Access, 2020

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Adversarial attacks against supervised machine learning based network intrusion detection systems

Ebtihaj Alshahrani, Daniyal Alghazzawi

PLOS One, 2022

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MACHINE LEARNING AND THE BUSINESS OF CYBER SECURITY

IAEME Publication

IAEME, 2019

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MACHINE LEARNING FOR ENHANCED CYBER SECURITY

Dr. Ravi Ramaraj

International Journal On Engineering Technology and Sciences – IJETS, 2023

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ASNM Datasets: A Collection of Network Traffic Data for Testing of Adversarial Classifiers and Network Intrusion Detectors

Ivan Homoliak

IEEE Access, 2020

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Adversarial Machine Learning for Network Security

Tung Nguyen

2019 IEEE International Symposium on Technologies for Homeland Security (HST), 2019

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Enhancing Cybersecurity through Machine Learning: An Exploration of Anomaly Detection

IJCSMC Journal

International Journal of Computer Science and Mobile Computing (IJCSMC), 2024

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Using Machine Learning Techniques to Increase the Effectiveness of Cybersecurity

Volodymyr Sokolov

Cybersecurity Providing in Information and Telecommunication Systems II, 2022

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Cybersecurity data science: an overview from machine learning perspective

Dr. Iqbal H. Sarker

Journal of Big Data, 2020

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DEFENDING THE CLOUD: HOW AI AND ML ARE REVOLUTIONIZING CYBERSECURITY

Anjan Kumar Ayyadapu, Abhilash Reddy

Journal of Research Administration, 2019

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