Federated learning: a deep learning model based on resnet18 dual path for lung nodule detection

L Liu, K Fan, M Yang - Multimedia Tools and Applications, 2023 - Springer
Lung nodule detection is of vital importance in the prevention of lung cancer. In the past two
decades, most machine learning and deep learning approaches have focused on training …

SecureDL: A privacy preserving deep learning model for image recognition over cloud

VK Tanwar, B Raman, AS Rajput… - Journal of Visual …, 2022 - Elsevier
The key benefits of cloud services such as low cost, access flexibility, and mobility have
attracted worldwide users to utilize deep learning algorithms for computer vision. These …

EdgeShield: Attack resistant secure and privacy-aware remote sensing image retrieval system for military and geological applications using edge computing

A Amaithi Rajan, VV - Earth Science Informatics, 2024 - Springer
The increasing production and processing of image data, especially in remote sensing
applications, has raised concerns regarding image security, privacy, and efficient retrieval as …

Crypt-OR: A privacy-preserving distributed cloud computing framework for object-removal in the encrypted images

VK Tanwar, B Raman, R Bhargava - Journal of Network and Computer …, 2022 - Elsevier
Image inpainting is a technique to modify an image by removing/fill-up the undesired region
(s) in a visually plausible manner. With the advancement of cloud applications, the cloud …

Privacy-Preserving Image Scaling Using Bicubic Interpolation and Homomorphic Encryption

D Mo, P Zheng, Y Zhou, J Chen, S Huang… - … Workshop on Digital …, 2023 - Springer
With the advancement of cloud computing, outsourced image processing has become an
attractive business model, but it also poses serious privacy risks. Existing privacy-preserving …

CryptoLesion A Privacy-preserving Model for Lesion Segmentation Using Whale Optimization over Cloud

VK Tanwar, B Raman, AS Rajput… - ACM Transactions on …, 2020 - dl.acm.org
The low-cost, accessing flexibility, agility, and mobility of cloud infrastructures have attracted
medical organizations to store their high-resolution data in encrypted form. Besides storage …

2DInpaint: a novel privacy-preserving scheme for image inpainting in an encrypted domain over the cloud

VK Tanwar, B Raman, AS Rajput… - Signal Processing: Image …, 2020 - Elsevier
The low cost, agility, and mobility of cloud services for processing and storage data have
attracted user's attention today. Untrusted third parties support these services, and users are …

Low Resolution Face Recognition Using Generative Adversarial Network (GAN)

H Martin - 2020 - researchsquare.com
Face recognition has a lot of use on smartphone authentication, finding people, etc.
Nowadays, face recognition with a constrained environment has achieved very good …

Privacy-preserving polynomial interpolation and its applications on predictive analysis

Z Chen, L Huang, X Shi, Q Huang, H Wang, X Liu - Information Sciences, 2020 - Elsevier
Privacy-preserving polynomial interpolation refers to a process which requires two parties to
jointly finding out a polynomial over their private coordinate pairs. Unfortunately, the existing …