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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: 9786204722153
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Edicoes Nosso Conhecimento
  • Publisher Imprint: Edicoes Nosso Conhecimento
  • Publication Date:
  • Pages: 60
  • Original Price: GBP 38.19
  • Language: Portuguese
  • Edition: N/A
  • Item Weight: 96 grams
  • BISAC Subject(s): Electronics / General

A ciberseguran�a est� a entrar numa fase cr�tica em que os advers�rios exploram a camuflagem, a muta��o e as t�cnicas de dia zero para evitar a dete��o. Este livro apresenta o Quantum-AIO ChameleonGAN, uma arquitetura de defesa multidisciplinar que combina a computa��o qu�ntica, a adapta��o inspirada no camale�o e a otimiza��o do �ngulo de incid�ncia (AIO) para combater as amea�as modernas. Ao contr�rio dos sistemas convencionais de dete��o de intrus�es, a estrutura sintetiza padr�es advers�rios polim�rficos, ajusta dinamicamente a sensibilidade da dete��o e quantifica os desvios atrav�s de m�tricas angulares para maior interpretabilidade. A valida��o experimental extensiva mostra que o Quantum-AIO ChameleonGAN supera significativamente os sistemas cl�ssicos baseados em GAN, os autoencoders variacionais e os detectores de conjunto, tanto em termos de precis�o como de robustez. O modelo tamb�m suporta a implanta��o leve em ambientes de ponta e IoT, preenchendo a lacuna entre a pesquisa de alto desempenho e a aplica��o no mundo real. Uma camada prospetiva, Temporal Evolution Tracking (TET), prev� traject�rias advers�rias - posicionando a ciberseguran�a como antecipat�ria e n�o reactiva.

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