Ph.D Thesis Title: “PROACTIVE DDOS ATTACKS DETECTION WITH MACHINE LEARNING CLASSIFICATION ALGORITHMS USING DIFFERENT UNCORRELATED FEATURES SUBSETS”
Link: Shodhganga
• Scopus Indexed Journal Papers: 6
• Scopus-Indexed Conference Papers (IEEE & SPRINGER)
• Scopus-Indexed Book Chapters: 2
1. Dr. Kishorebabu Dasari, Dr. Srinivas Mekala, Dr. Jhansi Rani K. (2024). Evaluation of UDP-based DDoS attack detection by neural network classifier with convex optimization and activation functions. *Ingénierie des Systèmes d’Information*, Vol. 29, No. 3, pp. 1031-1042. [DOI](https://doi.org/10.18280/isi.290321)
2. Kishorebabu Dasari, Nagaraju Devarakonda. Detection of DDoS Attacks Using Machine Learning Classification Algorithms. *International Journal of Computer Network and Information Security (IJCNIS)*, Vol. 14, No. 6, pp. 89-97, 2022. [DOI](https://doi.org/10.5815/ijcnis.2022.06.07)
3. Kishorebabu Dasari, Dr. D Nagaraju. Detection of TCP-based DDoS attacks with SVM classification with different kernel functions using common uncorrelated feature subsets. *International Journal of Safety and Security Engineering*, Vol. 12, No. 2, pp. 239-249. [DOI](https://doi.org/10.18280/ijsse.120213)
4. Kishorebabu Dasari, Dr. D Nagaraju. TCP/UDP-based exploitation DDoS attacks detection using AI classification algorithms with common uncorrelated feature subset selected by Pearson, Spearman and Kendall correlation methods. *Revue d'Intelligence Artificielle*, Vol. 36, No. 1, pp. 61-71. [DOI](https://doi.org/10.18280/ria.360107)
5. Kishorebabu Dasari, Dr. D Nagaraju. Detection of different DDoS attacks using machine learning classification algorithms. *Ingénierie des Systèmes d’Information*, Vol. 26, No. 5, pp. 461-468. [DOI](https://doi.org/10.18280/isi.260505)