3 papers
cs.CV2026
Bit-ViP: Leveraging Bit-planes to Preserve Visual Privacy in Images through Obfuscation
Vishesh Kumar Tanwar, Ashish Gupta, Sanjay Madria +1
The unprecedented growth of computer vision applications, such as surveillance systems and social media, raises security and visual privacy concerns, especially when data is stored…
cs.DC2025
Energy-Efficient Split Learning for Resource-Constrained Environments: A Smart Farming Solution
Keiwan Soltani, Vishesh Kumar Tanwar, Ashish Gupta +1
Smart farming systems encounter significant challenges, including limited resources, the need for data privacy, and poor connectivity in rural areas. To address these issues, we pr…
cs.LG2025
ReinDSplit: Reinforced Dynamic Split Learning for Pest Recognition in Precision Agriculture
Vishesh Kumar Tanwar, Soumik Sarkar, Asheesh K. Singh +1
To empower precision agriculture through distributed machine learning (DML), split learning (SL) has emerged as a promising paradigm, partitioning deep neural networks (DNNs) betwe…