Multisecurity GAN-Steganography-Blockchain for IoT-Cloud Self-Service Banking
Mangala Natampalli1,2,*, Kruthika Gottikere Channagangaiah3, Bodi Eswara Reddy1, Rajkumar Buyya4, Venugopal Kupanna Rajuk3, Sundaraja Sitharama Iyengar5, Lalit Mohan Patnaik6
Journal on Internet of Things, Vol.8, pp. 1-30, 2026, DOI:10.32604/jiot.2026.067726
- 24 February 2026
Abstract Contemporary banking focuses on self-service and customer-centric experience by harnessing Internet of Things (IoT) and Cloud Computing. However, these systems remain vulnerable to multifaceted cyberattacks. The IoT-Cloud-based systems can be safeguarded through authentication, confidentiality, integrity, availability, privacy, and non-repudiation. This work proposes a multi-stage security consisting of Generative Adversarial Networks (GAN) for facial authentication, hybrid Curvelet and Least-Significant-Bit (LSB) Steganography for data protection, and Ethereum Blockchain for transactions and storage security to provide complete protection to the self-service pipeline. Customers are authenticated using live images from IoT cameras by GAN facial recognition. Improved data concealment… More >
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