blog.trailofbits.com/2025/05/02/datasig-fingerprinting-ai/ml-datasets-to-stop-data-borne-attacks

Preview meta tags from the blog.trailofbits.com website.

Linked Hostnames

9

Thumbnail

Search Engine Appearance

Google

https://blog.trailofbits.com/2025/05/02/datasig-fingerprinting-ai/ml-datasets-to-stop-data-borne-attacks

Datasig: Fingerprinting AI/ML datasets to stop data-borne attacks

Datasig generates compact, unique fingerprints for AI/ML datasets that let you compare training data with high accuracy—without needing access to the raw data itself. This critical capability helps AIBOM (AI bill of materials) tools detect data-borne vulnerabilities that traditional security tools completely miss.



Bing

Datasig: Fingerprinting AI/ML datasets to stop data-borne attacks

https://blog.trailofbits.com/2025/05/02/datasig-fingerprinting-ai/ml-datasets-to-stop-data-borne-attacks

Datasig generates compact, unique fingerprints for AI/ML datasets that let you compare training data with high accuracy—without needing access to the raw data itself. This critical capability helps AIBOM (AI bill of materials) tools detect data-borne vulnerabilities that traditional security tools completely miss.



DuckDuckGo

https://blog.trailofbits.com/2025/05/02/datasig-fingerprinting-ai/ml-datasets-to-stop-data-borne-attacks

Datasig: Fingerprinting AI/ML datasets to stop data-borne attacks

Datasig generates compact, unique fingerprints for AI/ML datasets that let you compare training data with high accuracy—without needing access to the raw data itself. This critical capability helps AIBOM (AI bill of materials) tools detect data-borne vulnerabilities that traditional security tools completely miss.

  • General Meta Tags

    7
    • title
      Datasig: Fingerprinting AI/ML datasets to stop data-borne attacks - The Trail of Bits Blog
    • charset
      UTF-8
    • viewport
      width=device-width,initial-scale=1
    • description
    • article:section
      posts
  • Open Graph Meta Tags

    7
    • og:url
      https://blog.trailofbits.com/2025/05/02/datasig-fingerprinting-ai/ml-datasets-to-stop-data-borne-attacks/
    • og:site_name
      The Trail of Bits Blog
    • og:title
      Datasig: Fingerprinting AI/ML datasets to stop data-borne attacks
    • og:description
      Datasig generates compact, unique fingerprints for AI/ML datasets that let you compare training data with high accuracy—without needing access to the raw data itself. This critical capability helps AIBOM (AI bill of materials) tools detect data-borne vulnerabilities that traditional security tools completely miss.
    • US country flagog:locale
      en_us
  • Twitter Meta Tags

    4
    • twitter:card
      summary_large_image
    • twitter:image
      https://blog.trailofbits.com/img/datasig_figure_1.png
    • twitter:title
      Datasig: Fingerprinting AI/ML datasets to stop data-borne attacks
    • twitter:description
      Datasig generates compact, unique fingerprints for AI/ML datasets that let you compare training data with high accuracy—without needing access to the raw data itself. This critical capability helps AIBOM (AI bill of materials) tools detect data-borne vulnerabilities that traditional security tools completely miss.
  • Link Tags

    11
    • dns-prefetch
      //fonts.googleapis.com
    • dns-prefetch
      //fonts.gstatic.com
    • preconnect
      https://fonts.gstatic.com
    • preload stylesheet
      /css/syntax.css
    • shortcut icon
      /favicon.png

Links

20