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ibm-bob

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Protect artwork from AI scraping with adversarial perturbations, imperceptible to humans, but poison to vision models. Upload an image and an ensemble PGD attack (ResNet-50 + MobileNetV2) fools classifiers server-side, with accounts, a gallery, and likes. Built for the IBM AI Builders Challenge.

  • Updated Aug 24, 2026
  • TypeScript

VOLTRA — AI-powered grid risk advisor that predicts transformer failure using dual ML models (Health Index regression + DGA fault classifier), ranks grid assets by composite impact severity, and generates IBM Bob-grounded plain-English maintenance advisories.

  • Updated Sep 19, 2026
  • TypeScript

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