PRORL: Proactive Resource Orchestrator for Open RANs using Deep Reinforcement Learning

Quantum-Assisted Digital Twin for Closed-Loop Secure and Adaptive ISAC in 6G Open RAN

C++ wireless edge lab for LTE, 5G NR, Wi-Fi, and 6G research observability across RAN scheduling, bare-metal ops, and platform telemetry

A comprehensive O-RAN research library enabling AI-driven RAN intelligence with DRL-based xApps, closed-loop control, and multi-slice resource optimization.

5G Open_RAN, O-RAN

ORAN-SpotLight-RAG integrates the SpotLight anomaly detection framework with a Retrieval‑Augmented Generation (RAG) pipeline.

The O-RAN Security Test Case Generator is a cutting-edge AI-powered platform designed to revolutionize security testing and threat analysis for Open Radio Access Networks (O-RAN). This comprehensive tool combines advanced machine learning, deep learning, and artificial intelligence techniques to provide automated security analysis and comprehensive

The objective of this Master's Thesis is to analytically and experimentally compare different open-source NG-RAN implementations and develop a tool to automatically generate gNB configuration files from a unified input, simplifying 5G deployments

A1gent on NIST ns-3 O-RAN for deterministic and auditable intent-driven radio control.

TelecomAudit (CIKM 2026): origin-aware benchmark auditing & calibration for 5G/Open RAN anomaly detection — exposes the synthetic→controlled-real transfer gap and repairs it with a small calibration budget.

Rakuten Mobile — Japanese carrier + Symphony cloud-native 5G platform

Rakuten Symphony Co-Marketing

SHIELD-RIC: a provably safe agentic Open RAN intelligent controller in which an LLM proposes cross-layer recovery actions and a deterministic safety shield filters every candidate.

KPI-Aware Multimodal Anomaly Detection for 5G and Open RAN Telemetry

Scan code, TLS, and SSH for quantum-vulnerable crypto, with replacement guidance, readiness scores, and CBOM output.