SECURING DATA DURING TRANSMISSION AND STORAGE: A HYBRID CRYPTOGRAPHIC APPROACH WITH BLOCKCHAIN INTEGRITY VERIFICATION
DOI:
https://doi.org/10.25215/9358097078.04Abstract
The exponential growth of digital data transmission and storage has introduced significant security challenges, including eavesdropping, unauthorized access, and data tampering. This paper proposes a hybrid cryptographic framework combining AES-256 for storage encryption, RSA-2048 for secure key exchange, and blockchain-based integrity verification to ensure end-to-end security. Additionally, a machine learning-based anomaly detection system (LSTM + Random Forest) is integrated to identify intrusions in real-time. The implementation is tested on a cloud-based environment (AWS EC2) using the NSL-KDD dataset for intrusion detection. Results demonstrate 99.2% detection accuracy for unauthorized access and 15% faster encryption compared to traditional methods. The proposed model provides a scalable, quantum-resistant, and tamper-proof solution for modern data security challenges.Published
2025-05-05
Issue
Section
Articles
