Chandra Thapa

Federated Split Learning with Only Positive Labels for resource-constrained IoT environment

2023 · arXiv (Cornell University)

Distributed collaborative machine learning (DCML) is a promising method in the Internet of Things (IoT) domain for training deep learning models, as data is distributed across multiple devices. A key advantage of this approach is …

Elevating Software Trust: Unveiling and Quantifying the Risk Landscape

2024 · arXiv (Cornell University)

Considering the ever-evolving threat landscape and rapid changes in software development, we propose a risk assessment framework called SAFER (Software Analysis Framework for Evaluating Risk). This framework is based on the necessity of a dynamic, …