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Quantum-AIO ChameleonGAN
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ISBN10: 620472195X
ISBN13: 9786204721958
Publisher: Wydawnictwo Nasza Wiedza
Published: Feb 4 2026
Pages: 64
Weight: 0.22
Height: 0.15 Width: 6.00 Depth: 9.00
Language: Polish
ISBN13: 9786204721958
Publisher: Wydawnictwo Nasza Wiedza
Published: Feb 4 2026
Pages: 64
Weight: 0.22
Height: 0.15 Width: 6.00 Depth: 9.00
Language: Polish
Cyberbezpieczeństwo wkracza w krytyczną fazę, w której 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 wspólczesnym zagrożeniom. W przeciwieństwie do konwencjonalnych systemów 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 zarówno pod względem dokladności, jak i odporności. Model ten obsluguje również lekkie wdrażanie w środowiskach brzegowych i IoT, wypelniając lukę między wysokowydajnymi badaniami a rzeczywistymi zastosowaniami. Warstwa przyszlościowa, Temporal Evolution Tracking (TET), przewiduje trajektorie przeciwników - pozycjonując cyberbezpieczeństwo jako antycypacyjne, a nie reaktywne.
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