Predictive and Spatially Aware Scheduling in Flexible Duplexing for Deterministic Communications

2026-06-11T07:23:52Zc9db54a6b0ef34a19b5fe09dd67a8031790c0a101af6a2a43a68d2e42a2217cc
5GIoTLLMNWDAFRSAanomaly-detectioncryptographydeterministic-communicationsdifferential-privacyedge-computingelliptic-curvefederated-learningidentity-and-access-managementkuberneteslarge-language-modelmobile-edge-computingmodel-compressionoffloadingopen-sourceprivacyschedulingvpnvpn-as-a-servicewi-fi6zero-trust

What happened

The collection contains multiple networking and edge-AI research papers with several security-relevant implications: (1) A cloud-native VPN-as-a-Service for constrained environments (supports RSA and elliptic-curve parameter choices) — requires careful crypto-parameter selection, key management, and IAM integration to avoid weak keys or misconfiguration. (2) An open-source NWDAF implementation that integrates an LLM-based natural-language intent interface for subscription/analytics — this expands the attack surface (intent-injection, privilege escalation, data-exfiltration through analytics, L

Why it matters

A reviewed impact interpretation has not been published for this record.

Evidence and limitations

Source ID
arxiv_cs_ni
Record identifier
c9db54a6b0ef34a19b5fe09dd67a8031790c0a101af6a2a43a68d2e42a2217cc
Enrichment time
2026-06-11T07:23:52Z
AI-assisted enrichment
Yes

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