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Anomaly Detection with Variational Quantum Generative Adversarial Networks

Generative adversarial networks (GANs) are a machine learning framework comprising a generative model for sampling from a target distribution and a…

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Artikel

eXplainable AI for Quantum Machine Learning

Parametrized Quantum Circuits (PQCs) enable a novel method for machine learning (ML). However, from a computational point of view they present a…

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Artikel

Entangled Threats: A Unified Kill Chain Model for Quantum Machine Learning Security

Quantum Machine Learning (QML) systems inherit vulnerabilities from classical machine learning while introducing new attack surfaces rooted in the…

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Artikel

Quantum Deep Hedging

Potential von quantengestützten Machine Learning-Verfahren als Hedging-Strategie

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Whitepaper

Dynamic Risk Management

Die Ablösung des IAS 39 Portfolio Hedge Accountings steht bevor

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