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Kiteworks & Citrix Incidents Show Challenges of Zero-Day Response

One company told customers to power down its data-protection platform during a nine-hour window, while the other remained mum on reported attacks prior to releasing a patch for its product.

Kiteworks & Citrix Incidents Show Challenges of Zero-Day Response

We haven't written up this one. Dark Reading has the full story — the link below goes straight to it.

Read the original at darkreading.com →

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How many samples does a false-positive budget need?

Pick a detector, run it over some benign traffic, and choose a threshold. Usually the threshold is an order statistic of the benign scores — the k-th largest, or a quantile — and you report something…

  • Approximately 149 benign samples needed for 95% confidence interval of 2% false-positive rate
  • 1,000–2,000 paired attacks required to detect 2-point difference with 80% power

I built my own operating system that runs in the browser (NebulaOS)

Most portfolios are a scroll of sections. Mine is an operating system. For Hack Club's WebOS 1 workshop I built NebulaOS, a personal OS that runs entirely in your browser.

  • NebulaOS is a browser-based OS for Hack Club's WebOS 1 workshop
  • Features include window manager, apps, file system, personalization options
  • Built with React, TypeScript, Vite, and deployed via GitHub Actions

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