Actually, I am looking for a research topic for my M.Sc.in thesis.
- Would you like to specify some projects or journals that are based on ML/Deep Learning Algorithms implemented cybersecurity datasets?
- Suggest some papers link that might be helpful to gather appropriate knowledge about this area.
Thank you...
Al Akram Chowdhury
I recommend the following topics:
1. Encrypted quantum communications
2. Space communications that are secure.
3. Autonomy and automation in cyberspace.
4. The Internet of Things (IoT) and cyber physical security
5. Data privacy and control over user data.
Sixth, there is cyber law and ethics.
7. Secure software development.
National security and cyber policy are also addressed.
Read the following articles as well:
1. https://www.mdpi.com/2073-431X/10/11/150/pdf
2. https://arxiv.org/pdf/1906.05799
3. https://journalofbigdata.springeropen.com/articles/10.1186/s40537-020-00318-5
4. https://towardsdatascience.com/machine-learning-for-cybersecurity-101-7822b802790b
5. Article Machine Learning: Algorithms, Real-World Applications and Re...
Qamar Ul Islam sir, Thank you for your quick response. I will visit the link you provided.
Al Akram Chowdhury You are going towards a very hot topic in the research community. I would advise you to thoroughly read through the below papers for a complete understanding of machine learning applications in cyber security. At the end of the papers, there are many challenges and research questions. You can pick up any of your interests. All the best.
Article A Survey on Machine Learning Techniques for Cyber Security i...
Conference Paper Cyber Threat Detection Using Machine Learning Techniques: A ...
Article Performance Comparison and Current Challenges of Using Machi...
To me, with the progressive and gradual modernization of networking systems, mechanism to attack the system to disrupt them are also becoming sophisticated like DDos attack.
So you can read some papers on this field.
You could look for ML-based Intrusion Detection/Prevention Systems (IDS/IPS). Best of luck!
Cloud Security is an interesting research topic.
Example: "Understanding cloud misbehavior"
https://www.youtube.com/watch?v=3ssG_Ltl4Lw
https://ieeexplore.ieee.org/abstract/document/9335812
https://www.isi.edu/~mirkovic/publications/cloudnet2020.pdf
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