A Geometric Algebra-Informed 3D Gaussian Splatting Framework for Wireless Scene Representation
2026-05-20T07:23:52Z•2838a78a2cce2e926d5ba91b7eae39561de8643c00f0d5a2ff429b9989f32fe3
Bitcoin V2EtaGATv2FL-IDSHDRL-MoEI2PI2PRATIoT securityLLM-in-network-opsLoRaP2P transportSHAPUAV edge inferenceadversarial-MLbatteryless IoTcovert C2downgrade attackeclipse attackexclusive networkfederated learninggraph neural networksmotion-coupled sensingnetwork fingerprintingnetwork misconfigurationprivacytraffic analysis
What happened
This batch contains multiple network- and IoT-focused security-relevant papers. Key high-impact findings: (1) “Fifty Shades of Darknet” identifies an undocumented I2P “Exclusive Network” sublayer where nodes host services without NetDB RouterInfo entries, enabling stealthy, persistent service accessibility exploitable by I2P-based malware (e.g., I2PRAT) for covert C2 and evasion of empirical mapping. (2) “Security Analysis of Bitcoin's V2 Transport Protocol” reports conceptual weaknesses in Bitcoin’s V2 P2P transport allowing network-level fingerprinting via TCP payload lengths, sustained node
Why it matters
A reviewed impact interpretation has not been published for this record.
Evidence and limitations
- Source ID
- arxiv_cs_ni
- Record identifier
- 2838a78a2cce2e926d5ba91b7eae39561de8643c00f0d5a2ff429b9989f32fe3
- Enrichment time
- 2026-05-20T07:23:52Z
- AI-assisted enrichment
- Yes
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