Data Poisoning Attack Taxo…

Data Poisoning Attack Taxo… An architecture diagram generated by Archify. Data Poisoning Attack Taxo… · Architecture component Data Poisoning Attack Taxo… Training Data Poisoning · Architecture component Training Data Poisoning Availability Attack · Architecture component Availability Attack Integrity / Backdoor Attack · Architecture component Integrity / Backdoor Attack Inject random noise · Architecture component Inject random noise Skew label distributions · Architecture component Skew label distributions Corrupt feature values · Architecture component Corrupt feature values Model degrades visibly · Architecture component Model degrades visibly Embed trigger pattern · Architecture component Embed trigger pattern Clean-label manipulation · Architecture component Clean-label manipulation Supply chain injection · Architecture component Supply chain injection Model passes QA, activates… · Architecture component Model passes QA, activates… Legend Backend

Source summary

  • • 12 of 12 nodes shown
  • • 9 links preserved in the original
  • • Data Poisoning Attack Taxo…
  • • Training Data Poisoning