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Observations in the second part of "robust_ai.qmd" #213

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opened 2026-03-22 15:30:41 -05:00 by GiteaMirror · 1 comment
GiteaMirror commented 2026-03-22 15:30:41 -05:00
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Originally created by @BravoBaldo on GitHub (Sep 11, 2024).

In "robust_ai.qmd",
(Please Note: as always, some parts are personal opinions!)

  • "When models are trained on poisoned data, their predictions become reliable and trustworthy." Please review.
  • "Case Study 1" at the end of section "17.4.2 Data Poisoning" is the same "Case Study 1" of "14.4.2 Data Poisoning" in "privacy_security"
  • "If the model cannot generalize well to these different contexts, its performance may improve." Please review
  • Search "[Mahalanobis]" 1) why in square brackets? 2) Why is only "distance" linked?
  • Search "[Jensen-Shannon (JS)]" 1) why in square brackets? 2) Why is only "divergence" linked?
  • Search "errors in the software-visible state of" the sentence is not clear to me (The dash "-" is misleading!):
    • "Errors in the sw i.e. the visible part of the system state."
    • "Errors in the sw visible to the system state"

Baldo

Originally created by @BravoBaldo on GitHub (Sep 11, 2024). In "robust_ai.qmd", (Please Note: as always, some parts are personal opinions!) - "When models are trained on poisoned data, their predictions become reliable and trustworthy." Please review. - "Case Study 1" at the end of section "17.4.2 Data Poisoning" is the same "Case Study 1" of "14.4.2 Data Poisoning" in "privacy_security" - "If the model cannot generalize well to these different contexts, its performance may improve." Please review - Search "[Mahalanobis]" 1) why in square brackets? 2) Why is only "distance" linked? - Search "[Jensen-Shannon (JS)]" 1) why in square brackets? 2) Why is only "divergence" linked? - Search "errors in the software-visible state of" the sentence is not clear to me (The dash "-" is misleading!): - "Errors in the sw i.e. the visible part of the system state." - "Errors in the sw visible to the system state" Baldo
GiteaMirror added the area: book label 2026-03-22 15:30:41 -05:00
GiteaMirror commented 2026-03-22 15:30:45 -05:00
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@profvjreddi commented on GitHub (Sep 11, 2024):

Thanks @BravoBaldo 🙏

  • "Case Study 1" at the end of section "17.4.2 Data Poisoning" is the same "Case Study 1" of "14.4.2 Data Poisoning" in "privacy_security"

This is again because we were migrating some contents away from that chapter into this chapter, and somehow I missed catching this. Thank you!

Fixed the rest!

@profvjreddi commented on GitHub (Sep 11, 2024): Thanks @BravoBaldo 🙏 > * "Case Study 1" at the end of section "17.4.2 Data Poisoning" is the same "Case Study 1" of "14.4.2 Data Poisoning" in "privacy_security" This is again because we were migrating some contents away from that chapter into this chapter, and somehow I missed catching this. Thank you! Fixed the rest!
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Reference: github-starred/cs249r_book#213
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