2 citations · 4 across the 7 of their papers we have counts for
8 papers
SEED: Semi-supervised Continual MalwarE Detection for Tackling ConcEpt Drift on a BuDget
Suresh Kumar Amalapuram, Bikraj Shresta, Siva Ram murthy Chebiyam +2
Machine learning based malware detectors become obsolete over time due to concept drift in benign and malware applications. Recent methods rely on fully labeled data and use hierar…
FALCON: A Framework for Fault Prediction in Open RAN Using Multi-Level Telemetry
Yaswanth Kumar LS, Somya Jain, Bheemarjuna Reddy Tamma +1
O-RAN has brought in deployment flexibility and intelligent RAN control for mobile operators through its disaggregated and modular architecture using open interfaces. However, this…
SOUL: A Semi-supervised Open-world continUal Learning method for Network Intrusion Detection
Suresh Kumar Amalapuram, Shreya Kumar, Bheemarjuna Reddy Tamma +1
Fully supervised continual learning methods have shown improved attack traffic detection in a closed-world learning setting. However, obtaining fully annotated data is an arduous t…
Generative-AI for AI/ML Model Adaptive Retraining in Beyond 5G Networks
Venkateswarlu Gudepu, Bhargav Chirumamilla, Venkatarami Reddy Chintapalli +4
Beyond fifth-generation (B5G) networks aim to support high data rates, low-latency applications, and massive machine communications. Artificial Intelligence/Machine Learning (AI/ML…
A Socio-inspired CALM Approach to Channel Assignment Performance Prediction and WMN Capacity Estimation
Srikant Manas Kala, Vanlin Sathya, M Pavan Kumar Reddy +2
A significant amount of research literature is dedicated to interference mitigation in Wireless Mesh Networks (WMNs), with a special emphasis on designing channel allocation (CA) s…
Revisiting 802.11 for User Fairness and Efficient Channel Utilization in Presence of LTE-U
Anand M. Baswade, Touheed Anwar Atif, Bheemarjuna Reddy Tamma +1
A promising solution satisfying the industry's demand to have minimum alterations in LTE for its operation in unlicensed spectrum is duty cycled LTE-U scheme, which adopts disconti…
On Improving Capacity of Full-Duplex Small Cells with D2D
Arun Ramamurthy, Vanlin Sathya, Shrestha Ghosh +2
The recent developments in full duplex (FD) communication promise doubling the capacity of cellular networks using self interference cancellation (SIC) techniques. FD small cells w…
Near Optimal Channel Assignment for Interference Mitigation in Wireless Mesh Networks
Ranadheer Musham, Srikant Manas Kala, Pavithra Muthyap +2
In multi-radio multi-channel (MRMC) WMNs, interference alleviation is affected through several network design techniques e.g., channel assignment (CA), link scheduling, routing etc…