4 papers
ITU-T Y.2325: NGN Evolution Towards Future
Rashmi Kamran, Shwetha Kiran, Pranav Jha +3
International Telecommunications Union (ITU) defined Next Generation Network (NGN) underlies most wireline and wireless packet-based telecommunications networks. A key design princ…
AI/ML in 3GPP 5G Advanced -- Services and Architecture
Pradnya Taksande, Shwetha Kiran, Pranav Jha +1
The 3rd Generation Partnership Project (3GPP), the standards body for mobile networks, is in the final phase of Release 19 standardization and is beginning Release 20. Artificial I…
Energy-Aware 6G Network Design: A Survey
Rashmi Kamran, Mahesh Ganesh Bhat, Pranav Jha +3
6th Generation (6G) mobile networks are envisioned to support several new capabilities and data-centric applications for unprecedented number of users, potentially raising signific…
Adversarial Machine Learning: Attacks, Defenses, and Open Challenges
Pranav K Jha
Adversarial Machine Learning (AML) addresses vulnerabilities in AI systems where adversaries manipulate inputs or training data to degrade performance. This article provides a comp…