Optimizing communication system security through comprehensive testing and intelligent network configurations
Ramesh Chandra Pooniarameshcpoonia@gmail.comDepartment of Computer ScienceCHRIST (Deemed to be University), Delhi NCRGhaziabad, Uttar Pradesh, 201003, IndiaView full profile → , Tanya Singhdean.academics@niu.edu.inSchool of Engineering & TechnologyNoida International UniversityGreater Noida, Uttar Pradesh, 203201, IndiaView full profile → , C. K. Rajashrirajashrick@maher.ac.inDepartment of Computer ScienceMeenakshi College of Arts and ScienceMeenakshi Academy of Higher Education and ResearchChennai, Tamil Nadu, 600078, IndiaView full profile → , Dipannita Mondalddmondal2684@gmail.comDepartment of Artificial Intelligence - Data Science and Machine LearningDr. D. Y. Patil College of Engineering and InnovationTalegaon, Maharashtra, 410507, IndiaView full profile → , *Suvarna Milind PatilCorresponding authorsuvarna.patil1@vit.eduDepartment of Engineering Science and HumanitiesVishwakarma Institute of TechnologyPune, Maharashtra, 411037, IndiaView full profile →
* Corresponding author · click or hover a name for details
- Received:
- 01 Apr 2025
- Published Online:
- 23 Apr 2026
- Article type:
- Research Article
- Language:
- EN
- Article no.:
- JIOS-2261
- Pages:
- 1709–1717
Abstract
Keywords
Subject Classifications
References
[1] A. Bécue, I. Praça, and J. Gama, “Artificial intelligence, cyber-threats and Industry 4.0: Challenges and opportunities,” Artificial Intelligence Review, vol. 54, pp. 3849–3886 (2021).
[2] M. Soori, B. Arezoo, and R. Dastres, “Artificial intelligence, machine learning and deep learning in advanced robotics: A review,” Cognitive Robotics, vol. 3, pp. 54–70 (2023).
[3] M. A. Al-Garadi, A. Mohamed, A. K. Al-Ali, X. Du, I. Ali, and M. Guizani, “A survey of machine and deep learning methods for Internet of Things (IoT) security,” IEEE Communications Surveys & Tutorials, vol. 22, pp. 1646–1685 (2020).
[4] F. Hussain, S. A. Hassan, R. Hussain, and E. Hossain, “Machine learning for resource management in cellular and IoT networks: Potentials, current solutions, and open challenges,” IEEE Communications Surveys & Tutorials, vol. 22, pp. 1251–1275 (2020).
[5] M. Z. Chowdhury, M. Shahjalal, S. Ahmed, and Y. M. Jang, “6G wireless communication systems: Applications, requirements, technologies, challenges, and research directions,” IEEE Open Journal of the Communications Society, vol. 1, pp. 957–975 (2020).
[6] U. Joseph Umoga, E. Oluwademilade Sodiya, E. David Ugwuanyi, and B. Sonimitiem Jacks, “Exploring the potential of AI-driven optimization in enhancing network performance and efficiency,” Magna Science Advanced Research and Reviews, vol. 10, pp. 368–378 (2024).
[7] M. El-Hajj, “Leveraging digital twins and intrusion detection systems for enhanced security in IoT-based smart city infrastructures,” Electronics, vol. 13, p. 3941 (2024).
[8] L. Dai, R. Jiao, F. Adachi, H. V. Poor, and L. Hanzo, “Deep learning for wireless communications: An emerging interdisciplinary paradigm,” IEEE Wireless Communications, vol. 27, pp. 133–139 (2020).
[9] K. Harahsheh and C. H. Chen, “A survey of using machine learning in IoT security and the challenges faced by researchers,” Informatica, vol. 47, pp. 1–54 (2023).
[10] H. Taslimasa, S. Dadkhah, E. C. Pinto Neto, P. Xiong, S. Ray, and A. A. Ghorbani, “Security issues in Internet of Vehicles (IoV): A comprehensive survey,” Internet of Things, vol. 22, p. 100809 (2023).
[11] A. Godbole, R. Dhabliya, V. Deshpande, S. A. Sivakumar, B. M. Shankar, and V. Khetani, “Ethical hacking and penetration testing: Strengthening cybersecurity posture through offensive security measures,” Journal of Discrete Mathematical Sciences and Cryptography, vol. 27, no. 4, pp. 1295–1305 (2024).
[12] V. Deshpande, D. Khubalkar, A. Dhablia, M. J. Pasha, D. Dhabliya, and Y. Gandhi, “Enhancing financial transaction security with lightweight cryptographic algorithms,” Journal of Discrete Mathematical Sciences and Cryptography, vol. 27, no. 2-B, pp. 741–751 (2024).
[13] M. Ghorbaninejad, S. Ghobadi, and M. Matinfar, “Interpolation method for computing some topological indices,” Journal of Information and Optimization Sciences, vol. 46, no. 5, pp. 1425–1437 (2025).
[14] J. Chen, C. Guo, R. Lin, and C. Feng, “Tasks-oriented joint resource allocation scheme for the Internet of Vehicles with sensing, communication and computing integration,” China Communications, vol. 3, pp. 27–42 (2023).
[15] H. Humane, S. Hedau, V. Choudhari, M. Hatwar, and V. Kalwala, “Real-time sleep detection and alert system for drivers using smart glasses,” ITSI Transactions on Electrical and Electronics Engineering, vol. 14, no. 1, pp. 33–36 (May 2025).




