Quantum-AIO ChameleonGAN A Quantum-Biological Framework for Adaptive Cybersecurity Defense. DE
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- Englisch ausgewählt
Fr. 61.90
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Beschreibung
Produktdetails
Einband
Taschenbuch
Erscheinungsdatum
17.10.2025
Verlag
GlobeEditSeitenzahl
68
Maße (L/B/H)
22/15/0.5 cm
Gewicht
119 g
Sprache
Englisch
ISBN
978-620-9-09458-3
Cybersecurity is entering a critical phase where adversaries exploit camouflage, mutation, and zero-day techniques to evade detection. This book introduces Quantum-AIO ChameleonGAN, a multidisciplinary defense architecture combining quantum computing, chameleon-inspired adaptation, and angle of incidence optimization (AIO) to counter modern threats. Unlike conventional intrusion detection systems, the framework synthesizes polymorphic adversarial patterns, dynamically adjusts detection sensitivity, and quantifies deviations through angular metrics for greater interpretability. Extensive experimental validation shows that Quantum-AIO ChameleonGAN significantly outperforms classical GAN-based systems, variational autoencoders, and ensemble detectors in both accuracy and robustness. The model also supports lightweight deployment on edge and IoT environments, bridging the gap between high-performance research and real-world application. A forward-looking layer, Temporal Evolution Tracking (TET), predicts adversarial trajectories-positioning cybersecurity as anticipatory rather than reactive.
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