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QUASAR: A Quantum-Classical Neural Network for SAR Satellite Physical-Layer Authentication

X-band SAR satellites (8-12 GHz) play a critical role in disaster response, environmental monitoring, and military intelligence. Yet, they lack robust physical-layer authentication (PLA), a security layer orthogonal to cryptographic solutions. Existing PLA systems, typically based on radio-frequency fingerprinting, are often limited to sub-6 GHz frequencies and rely on classical deep learning.…

We haven't written up this one. arXiv cs.AI has the full story — the link below goes straight to it.

Read the original at arxiv.org →

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Claude Code with any model: three ways to route it (incl. the 2-minute one)

Claude Code is the best agentic coding interface right now, but out of the box it only talks to Anthropic's API with Anthropic billing.

  • Claude Code currently only works with Anthropic's API and billing.
  • Three routing options available: claude-code-router, Anthropic-compatible gateway, and Opper CLI.
  • Opper CLI is simplest, no additional setup needed, ideal for non-EU users.

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