3 papers
cs.CR2026
Toward a Unified Security and Privacy Framework for AI-Native 6G Networks
Bidushi Barua, Ahsan Khan, Kangfeng Ye +6
Sixth Generation (6G) communication networks are expected to evolve into AI-native, highly autonomous ecosystems that integrate communication, computing, sensing, and artificial in…
cs.NI2026
Design Insights into Partition Placement and Routing for DNN Inference in Multi-Hop Edge Networks
Jinkun Zhang, Poonam Yadav
Partitioned DNN inference is a promising approach for latency-sensitive intelligent services in edge networks, since it allows different parts of a model to be executed across end…
cs.NI2024
Towards Resilient 6G O-RAN: An Energy-Efficient URLLC Resource Allocation Framework
Rana M. Sohaib, Syed Tariq Shah, Poonam Yadav
The demands of ultra-reliable low-latency communication (URLLC) in ``NextG" cellular networks necessitate innovative approaches for efficient resource utilisation. The current lite…