Machine Learning and Deep Learning Methods for Cybersecurity

Nihal; Nidhi; Niranjan Hiremath; P Keerthi Reddy

Machine Learning and Deep Learning Methods for Cybersecurity

September 2024

Vol-10, Issue-5

Paper ID: 24911

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Engineering

Keywords

Cybersecurity Machine learning Deep learning

Abstract

Internet usage has surged, resulting in a fluctuating cyber-threat landscape that complicates cyber security. This study examines machine learning (ML) and deep learning (DL) techniques applied to intrusion detection for network analysis. Each one of these methods is adequately discussed by the authors based on an extensive literary review. The survey represents the progress of these approaches over time in terms of major themes. Additionally, we have considered some commonplace datasets used in ML/DL-based network studies because data is key. Nevertheless, ML/DL has limitations and challenges that should be taken note of in this section.

License

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Author Information

#	Name	Institute / Affiliation
1	Nihal	Alvas Institute of Engineering and Technology
2	Nidhi	Alvas Institute of Engineering and Technology
3	Niranjan Hiremath	Alvas Institute of Engineering and Technology
4	P Keerthi Reddy	Alvas Institute of Engineering and Technology

How to Cite

Use the following formats to cite this article in your research.

APA Style

Nihal, Nidhi, Hiremath, Niranjan, & Reddy, P Keerthi (2024). Machine Learning and Deep Learning Methods for Cybersecurity. International Journal of Advance Research and Innovative Ideas In Education, 10(5), 72-75.

MLA Style

Nihal, et al. "Machine Learning and Deep Learning Methods for Cybersecurity." International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 5, 2024, pp. 72-75.

IEEE Style

Nihal, Nidhi, Niranjan Hiremath, and P Keerthi Reddy, "Machine Learning and Deep Learning Methods for Cybersecurity," International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 5, pp. 72-75, 2024.

Vancouver Style

Nihal, Nidhi, Hiremath Niranjan, Reddy P Keerthi. Machine Learning and Deep Learning Methods for Cybersecurity. International Journal of Advance Research and Innovative Ideas In Education. 2024;10(5):72-75.

Harvard Style

Nihal, Nidhi, Hiremath, Niranjan, & Reddy, P Keerthi (2024) 'Machine Learning and Deep Learning Methods for Cybersecurity', International Journal of Advance Research and Innovative Ideas In Education, 10(5), pp. 72-75.

Chicago Style

Nihal, et al. "Machine Learning and Deep Learning Methods for Cybersecurity." International Journal of Advance Research and Innovative Ideas In Education 10, no. 5 (2024): 72-75.

Turabian Style

Nihal, et al. "Machine Learning and Deep Learning Methods for Cybersecurity." International Journal of Advance Research and Innovative Ideas In Education 10, no. 5 (2024): 72-75.