The research paper is on the use of artificial intelligence and
machine learning algorithms for improving network security. I would like to
discuss how using artificial intelligence and machine learning can be used to
detect and prevent cybersecurity threats, recognize patterns of attacks and
increase overall network protection. I think that in the future these
technologies will lead to even better security systems that will help protect
networks from the constant cyber threats.
There is an outline below and the sources that I told the professor I would use as citations in the paper.
1.
Introduction
1.
Background
information on artificial intelligence and cybersecurity
2.
Importance
of cybersecurity
3.
Defining
the role of artificial intelligence in technology
4.
Thesis:
The integration of artificial intelligence and cybersecurity systems
significantly enhances threat detection and response techniques, but also
creates new ethical and technological challenges that must be addressed.
2.
Literature
Review
1.
Overview
of artificial intelligence
1.1 Define what Artificial Intelligence
is
1.2 History and evolution of AI
2.
Overview
of Cybersecurity
2.1 Definition of Cybersecurity
2.2 Cybersecurity concepts and
practices
3.
Combining
Artificial Intelligence and Cybersecurity
3.1 Current Research and Findings
3.
AI
Applications in Cybersecurity
1.
Threat
Detection/Prevention
1.1 Machine Learning Techniques/Algorithms
1.2 Anomaly Detection
2.
Automated
Incident Response
2.1 AI-Driven Tools
3.
Enhancing
Traditional Security Measures
3.1 Integration of AI with Existing
Security
3.2 Successful Uses
4.
Challenges
and Limitations
1.
Ethical
Concerns
1.1 Privacy Issues
2.
Technical
Limitations
3.
Regulatory
and Compliance Issues
3.1 Current Laws and Regulations
3.2 Future Considerations
5. Conclusion
1. Summary of AI/Cybersecurity key
points
2. Implications for Cybersecurity
3. Future outlook of using AI and
Cybersecurity together
References
Binny, N., Ashir, M., Hiteshri, Y.,
& Manan, S. (2022/04//). The impacts of artificial intelligence techniques
in augmentation of cybersecurity: a comprehensive review. Complex &
Intelligent Systems, 8(2), 1763-1780. https://doi.org/10.1007/s40747-021-00494-8
Bresniker, K., Gavrilovska, A.,
Holt, J., Milojicic, D., & Tran, T. (2019). Grand Challenge: Applying
Artificial Intelligence and Machine Learning to Cybersecurity. Computer
(Long Beach, Calif.), 52(12), 45–52. https://doi.org/10.1109/MC.2019.2942584
de
Almeida Patricia Gomes Rêgo, dos Santos, C. D., & Farias, J. S.
(2021/09//). Artificial
Intelligence Regulation: a framework for governance. Ethics and
Information Technology, 23(3), 505-525.
https://doi.org/10.1007/s10676-021-09593-z
Kroll, J. A., Michael, J. B., & Thaw, D. B. (2021).
Enhancing Cybersecurity via Artificial Intelligence: Risks, Rewards, and
Frameworks. Computer (Long Beach, Calif.), 54(6), 64–71. https://doi.org/10.1109/MC.2021.3055703
López
González, A., Moreno, M., Moreno Román, A. C., Hadfeg Fernández, Y., &
Cepero Pérez, N. (2024). Ethics in Artificial Intelligence: an Approach to Cybersecurity. Inteligencia
Artificial, 27(73), 38–54.
https://doi.org/10.4114/intartif.vol27iss73pp38-54
Lysenko, S., Bobro, N., Korsunova, K., Vasylchyshyn,
O., & Tatarchenko, Y. (2024/02//). The Role of Artificial Intelligence in
Cybersecurity: Automation of Protection and Detection of Threats. Economic
Affairs, Suppl.Special Issue, 69, 43-51. https://doi.org/10.46852/0424-2513.1.2024.6
Mariarosaria, T., McCutcheon, T., & Luciano, F.
(2019/12//). Trusting artificial intelligence in cybersecurity is a
double-edged sword. Nature Machine Intelligence, 1(12),
557-560. https://doi.org/10.1038/s42256-019-0109-1
Ozkan-Okay, M., Akin, E., Aslan, O., Kosunalp, S.,
Iliev, T., Stoyanov, I., & Beloev, I. (2024). A Comprehensive Survey:
Evaluating the Efficiency of Artificial Intelligence and Machine Learning
Techniques on Cyber Security Solutions. IEEE Access, 12,
12229–12256. https://doi.org/10.1109/ACCESS.2024.3355547
Zeadally, S., Adi, E., Baig, Z., & Khan, I. A.
(2020). Harnessing Artificial Intelligence Capabilities to Improve
Cybersecurity. IEEE Access, 8, 23817–23837.
https://doi.org/10.1109/ACCESS.2020.2968045
