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@OrsonTyphanel93 OrsonTyphanel93 commented Aug 23, 2025

ART: Quantum diffusion models adversarial

attack_analysis ART_1

Hi guys @beat-buesser , thanks.

I just updated the notebook (more realistic and advanced).

I think Codecov Report team can already check the notebook's optimization and robustness.

Thanks everyone!

attack_analysis(1)

Description

This notebook illustrates how to use ART (adversarial-robustness-toolbox) to generate adversarial attacks using a quantum diffusion model approach.

Notebook update (Thursday, September 4, 2025):

Notebook link:update

If you'd like to deepen your understanding of the impact of adversarial attack approaches on quantum computing, I invite you to take a look at the IBM-ART brochure I've had the pleasure of compiling. I wish you a pleasant reading and hope that the mathematical foundations that will soon follow will meet your expectations.

cc: @beat-buesser
cc: @jakelishman
cc:@mtreinish
cc: NVIDIA : Quantum Diffusion Models

notebook link (Quantum diffusion models adversarials)

notebook ( Quantum_diffusion_models_adversarials)
@beat-buesser beat-buesser self-assigned this Aug 26, 2025
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2 participants