Skip to content

docs: expand Appendix D technique inventory for issue #583#587

Closed
jmanico wants to merge 1 commit intomainfrom
appendix-d-issue-583-techniques
Closed

docs: expand Appendix D technique inventory for issue #583#587
jmanico wants to merge 1 commit intomainfrom
appendix-d-issue-583-techniques

Conversation

@jmanico
Copy link
Copy Markdown
Member

@jmanico jmanico commented Mar 24, 2026

Summary

Included techniques

  • structured-data injection validation and context poisoning detection
  • training-time poisoning detection examples such as RONI, influence scoring, gradient analysis, and activation clustering
  • third-party model behavioral acceptance testing
  • differential privacy budget exhaustion enforcement and PATE
  • ensemble disagreement analysis, randomized input transformation, and confidence obfuscation
  • runtime behavior drift detection examples

Issue linkage

Refs #583

@jmanico jmanico closed this Mar 29, 2026
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant