Collaborative edge-cLoud continuum and Embedded AI for a Visionary industry of thE futuRe

The Power of Light in Network Defense

Electronic chips hit physical limitsโ€”photonics breaks through. Photonic processors perform neural inference faster, cooler, and greener. Integrated into 6G nodes, they stop attacks before they spread. Cybersecurity literally travels at the speed of light.๐ŸŒŸ Follow us on LinkedIn! https://www.linkedin.com/company/clever-project/?viewAsMember=true๐ŸŒŸ Check the updates from the website: www.cleverproject.eu ๐ŸŒŸ Full paper in: https://zenodo.org/records/11045819

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Redefining Intrusion Detection for the 6G Era

 AI-driven 6G base stations will autonomously detect network intrusions. This work deploys a Convolutional Neural Network on photonic hardware. Real-time DoS detection at the network edge ensures resilience and autonomy. Security evolves into a built-in neural reflex.๐ŸŒŸ Follow us on LinkedIn! https://www.linkedin.com/company/clever-project/?viewAsMember=true๐ŸŒŸ Check the updates from the website: www.cleverproject.eu ๐ŸŒŸ Full paper in: https://zenodo.org/records/11045819

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Photonic Neural Networks for Sustainable 6G

Future 6G networks will merge intelligence and sustainability. Photonic-based AI drastically cuts energy consumption versus electronics. By performing inference in the optical domain, latency drops to sub-microsecond levels. Green computing becomes a built-in feature, not an add-on.๐ŸŒŸ Follow us on LinkedIn! https://www.linkedin.com/company/clever-project/?viewAsMember=true๐ŸŒŸ Check the updates from the website: www.cleverproject.eu ๐ŸŒŸ Full paper in: https://zenodo.org/records/11045819

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Accelerating Cybersecurity with Photonic AI

Photonics meets Artificial Intelligence to secure next-generation 6G networks. This study introduces photonic neural accelerators that detect cyber threats in real time. Denial-of-Service attacks are recognized with 99.73% accuracy using only 4 bits. High speed, low power โ€” quantum-era security at light speed. ๐ŸŒŸ Follow us on LinkedIn! https://www.linkedin.com/company/clever-project/?viewAsMember=true๐ŸŒŸ Check the updates from the website: www.cleverproject.eu ๐ŸŒŸ Full…

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Toward Quantum-Resilient Economic Design

This research, under the CLEVER and EMPYREAN projects, aligns with future digital economies. It merges probability, optimization, and decentralized coordination. A foundation for resilient, data-driven procurement ecosystems. Smart science for smarter economies.๐ŸŒŸ Follow us on LinkedIn! https://www.linkedin.com/company/clever-project/?viewAsMember=true๐ŸŒŸ Check the updates from the website: www.cleverproject.eu ๐ŸŒŸ Full paper in: https://zenodo.org/records/15124064

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