TARU PUBLICATIONS
Author

Prasanna Kumar Lakineni

Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Andhra Pradesh, 522502, India

Published papers
2
Citations
0
Views
626
Downloads
138

Publications

2 papers
Open Access Research Article·pp. 2289–2299·Vol. 28, Issue 6Sep 2025

Mathematical models for noise reduction in IoT image processing applications

V. Dankan Gowda, Pratik Gite, Nethravathi H. M., Prasanna Kumar Lakineni, K.D.V. Prasad, Shyamsunder Chitta

Published Online: 30 Sep 2025DOI: 10.47974/JIM-2371

In this paper: IoT has opened the floodgates the importance use of image processing in areas like surveillance, auto-navigating vehicles, and smart healthcare. Nonetheless, noise in IoT-generated images largely dist...

AbstractReferencesFull Text PDF (591 KB)Views: 230Downloads: 68Citations: 0
Open Access Research Article·pp. 927–937·Vol. 46, Issue 4-AMay 2025

Enhancing machine learning robustness against adversarial attacks through cryptographic techniques

V. Dankan Gowda, Pullela SVVSR Kumar, Praveen Damacharla, Manoj Tarambale, Prasanna Kumar Lakineni, Kalavakolanu Sripathi

Published Online: 31 May 2025DOI: 10.47974/JIOS-1818

In this paper: This paper focuses with the issue of adversarial attacks on machine learning models, and also provides a possible solution to improve the model’s robustness through the use of cryptographic solutions....

AbstractReferencesFull Text PDF (594 KB)Views: 396Downloads: 70Citations: 0