Enhancing Distributed Cryptographic Key Rotation with Proactive AI Frameworks
Keywords:
cryptographic key rotation, distributed systems, proactive AI frameworks, securityAbstract
Remote system security requires cryptographic key rotation. Modern networks exchange sensitive data, making cryptographic keys crucial to data protection. In big dispersed systems, traditional key management may not adapt. This project enhances cryptographic key rotation using AI. Based on system activity and security needs, predictive modeling and machine learning algorithms optimise key rotation length, frequency, and method. This method may save administrative expenses, eliminate mistakes, and quickly respond to risk. We investigate AI-based cryptographic key rotation algorithms' distributed systems' merits and downsides and prospective improvements.
Downloads
References
Madupati, Bhanuprakash. "AI's Impact on Traditional Software Development." arXiv preprint arXiv:2502.18476 (2025).
Pillai, Vinayak. Anomaly Detection for Innovators: Transforming Data into Breakthroughs. Libertatem Media Private Limited, 2022.
Madupati, Bhanuprakash. "The Role of AI in the Public Sector: A Technical Perspective." Available at SSRN 5076600 (2024).
Konda, Bhargavi, et al. "Enhancing Traceability and Security in mHealth Systems: A Proximal Policy Optimization-Based Multi-Authority Attribute-Based Encryption Approach." 2025 29th International Conference on Information Technology (IT). IEEE, 2025.
Gondaliya, Jayraj, et al. "Hybrid security RSA algorithm in application of web service." 2018 1st International Conference on Data Intelligence and Security (ICDIS). IEEE, 2018.
Madupati, Bhanuprakash. "AI-Driven Threat Detection in Cybersecurity." Available at SSRN 5076610 (2024).
Yadulla, Akhila Reddy, Bhargavi Konda, and Vinay Kumar Kasula. "Blockchain for Secure Communication." Blockchain Applications for the Energy and Utilities Industry. IGI Global Scientific Publishing, 2025. 103-140.
Kalluri, Kartheek. "Revolutionizing Computational Material Science with ChatGPT: A Framework for AI-Driven Discoveries."
Madupati, Bhanuprakash. "The Role of Cybersecurity in Combating Digital Crime-A Technical Perspective." Available at SSRN 5076618 (2024).
Pawar, Priyanka, et al. "Exploring Blockchain-Enabled Secure Storage and Trusted Data Sharing Mechanisms in IoT Systems." 2025 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI). Vol. 3. IEEE, 2025.
Nair, Sreejith Sreekandan, et al. "Safeguarding Tomorrow-Fortifying Child Safety in Digital Landscape." 2024 International Conference on Computing, Sciences and Communications (ICCSC). IEEE, 2024.
Kalluri, Kartheek, and Abhilash Kokala. "Performance Benchmarking Of Generative Ai Models: Chatgpt-4 Vs. Google Gemini Ai."
Madupati, Bhanuprakash, Anil Kumar Jonnalagadda, and Supriya Madupathi. "A Technical Comparison of ChatGPT and DeepSeek: Architecture, Efficiency, and Performance." International Journal of Global Innovations and Solutions (IJGIS) (2025).
Kumar, K. Kishore, et al. "Electro Cardio Gram Using Different Machine Learning Techniques for Early Heart Attack Prediction." Journal of Neonatal Surgery 14.19s (2025): 769-776.
Kalluri, Kartheek. "Revolutionizing Bpm: The Role of Low-Code/No-Code Platforms in Accelerating Business Process Automation."
Madupati, Bhanuprakash, and Supriya Madupathi. "Building Scalable and Efficient Graphql Apis: Strategies, Optimization, and Best Practices." International Journal of Global Innovations and Solutions (IJGIS) (2025).
Shankeshi, Raghu Murthy. "The Role of AI in Enhancing Data Security and Compliance in Oracle Cloud Infrastructures." American Journal of Data Science and Artificial Intelligence Innovations 3 (2023): 53-67.
Kalluri, Kartheek, et al. "Transforming Education: Exploring the Potential of VR and AR in Online Learning Systems." Available at SSRN 5204089 (2025).
Downloads
Published
Issue
Section
License

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.