imt-2030

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sangmdas / CVID-Spam-Control-Model-for-Future-Telecommunications-Online-Business-Infrastructure

Runnable Python reference implementation of CVID (Capability-Validated Inbound Descriptor) Authorization-to-Reach for spam-resistant communications, with potential relevance to 3GPP and IMT-2030 future-network environments. Includes signed grants, replay protection, atomic quotas, finality enforcement, 108 tests and ten deployment variations.

spam-prevention fraud-prevention telecommunications telecommunication 3gpp spam-filter 6g telecommunication-engineering telecommunication-systems fraud-detection-using-machine-learning 6g-research spam-control 6g-networks 3gpp-specs imt-2030

Updated Sep 10, 2026
Python

sangmdas / Execution-Finality-for-AI-Native-5G-6G-and-O-RAN---Runnable-Reference-Implementation

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Runnable reference implementation of execution finality for AI-native 5G/6G, IMT-2030, AI-RAN and O-RAN. Covers Candidate Acts, PED validation, evidence-before-authority, scoped non-bearer capabilities, Finality Sink verification, replay/epoch controls, RIC/UPF variations, tests and benchmarks. Keywords: 3GPP, RAN, telecom security.

telecom itu qualcomm telecommunications telecommunication 6g nvdia huwaei o-ran ai-native 6g-research o-ran-alliance 6g-networks ai-native-engineering qualcomm-ai-research imt-2030

Updated Sep 8, 2026
Python

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