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Quantum-AIO ChameleonGAN by Edward Fondo, Fullgence Mwakondo

Quantum-AIO ChameleonGAN

by Edward Fondo , Fullgence Mwakondo
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Book cover type: Paperback
  • ISBN13: 9786204721958
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Wydawnictwo Nasza Wiedza
  • Publisher Imprint: Wydawnictwo Nasza Wiedza
  • Publication Date:
  • Pages: 64
  • Original Price: GBP 38.19
  • Language: Polish
  • Edition: N/A
  • Item Weight: 100 grams
  • BISAC Subject(s): Electronics / General

Cyberbezpieczeństwo wkracza w krytyczną fazę, w kt�rej przeciwnicy wykorzystują kamuflaż, mutacje i techniki zero-day, aby uniknąc wykrycia. Niniejsza książka przedstawia Quantum-AIO ChameleonGAN, multidyscyplinarną architekturę obronną lączącą obliczenia kwantowe, adaptację inspirowaną kameleonem i optymalizację kąta padania (AIO) w celu przeciwdzialania wsp�lczesnym zagrożeniom. W przeciwieństwie do konwencjonalnych system�w wykrywania wlamań, struktura syntetyzuje polimorficzne wzorce przeciwnika, dynamicznie dostosowuje czulośc wykrywania i kwantyfikuje odchylenia za pomocą metryk kątowych w celu zwiększenia możliwości interpretacji. Obszerna walidacja eksperymentalna pokazuje, że Quantum-AIO ChameleonGAN znacznie przewyższa klasyczne systemy oparte na GAN, autoenkodery wariacyjne i detektory zespolowe zar�wno pod względem dokladności, jak i odporności. Model ten obsluguje r�wnież lekkie wdrażanie w środowiskach brzegowych i IoT, wypelniając lukę między wysokowydajnymi badaniami a rzeczywistymi zastosowaniami. Warstwa przyszlościowa, Temporal Evolution Tracking (TET), przewiduje trajektorie przeciwnik�w - pozycjonując cyberbezpieczeństwo jako antycypacyjne, a nie reaktywne.

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