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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: 9786204721514
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Editions Notre Savoir
  • Publisher Imprint: Editions Notre Savoir
  • Publication Date:
  • Pages: 64
  • Original Price: GBP 38.19
  • Language: French
  • Edition: N/A
  • Item Weight: 100 grams
  • BISAC Subject(s): Electronics / General

La cybers�curit� entre dans une phase critique o� les adversaires exploitent les techniques de camouflage, de mutation et de jour z�ro pour �chapper � la d�tection. Ce livre pr�sente Quantum-AIO ChameleonGAN, une architecture de d�fense multidisciplinaire combinant l'informatique quantique, l'adaptation inspir�e du cam�l�on et l'optimisation de l'angle d'incidence (AIO) pour contrer les menaces modernes. Contrairement aux syst�mes de d�tection d'intrusion conventionnels, le cadre synth�tise des mod�les adverses polymorphes, ajuste dynamiquement la sensibilit� de la d�tection et quantifie les �carts par des mesures angulaires pour une meilleure interpr�tabilit�. Une validation exp�rimentale approfondie montre que Quantum-AIO ChameleonGAN surpasse de mani�re significative les syst�mes classiques bas�s sur le GAN, les autoencodeurs variationnels et les d�tecteurs d'ensemble, � la fois en termes de pr�cision et de robustesse. Le mod�le prend �galement en charge un d�ploiement l�ger sur les environnements edge et IoT, comblant ainsi le foss� entre la recherche de haute performance et l'application dans le monde r�el. Une couche prospective, Temporal Evolution Tracking (TET), pr�dit les trajectoires adverses - positionnant la cybers�curit� comme anticipative plut�t que r�active.

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