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[PR #177] [MERGED] Robust AI chapter #9331

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opened 2026-05-08 10:12:12 -05:00 by GiteaMirror · 0 comments
GiteaMirror commented 2026-05-08 10:12:12 -05:00
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📋 Pull Request Information

Original PR: https://github.com/harvard-edge/cs249r_book/pull/177
Author: @profvjreddi
Created: 3/26/2024
Status: ✅ Merged
Merged: 5/11/2024
Merged by: @profvjreddi

Base: main ← Head: robust-ai

📝 Commits (10+)

  • 027ab58 Setting up cover image and outline
  • add3f85 Adding resource section
  • bf625f9 Merge branch 'main' into robust-ai
  • 7f48495 Initial commit of Robust AI chapter and Images
  • 6d128ec Removing table of contents export from MS Word to MD
  • 65059dc Make into paragraphs
  • 31a3148 Fixing image paths
  • 33c908f Removed image height/width that comes from auto export to QMD
  • a8b5107 Fix rendering error
  • aae8653 Remove html formatting tidbits

📊 Changes

44 files changed (+2150 additions, -2 deletions)

View changed files

➕ contents/robust_ai/images/png/CI_CD_procedure.png (+0 -0)
➕ contents/robust_ai/images/png/Reed-Solomon.png (+0 -0)
➕ contents/robust_ai/images/png/ad.png (+0 -0)
➕ contents/robust_ai/images/png/adversarial_attack_detection.png (+0 -0)
➕ contents/robust_ai/images/png/adversarial_attack_injection.png (+0 -0)
➕ contents/robust_ai/images/png/adversarial_googlenet.png (+0 -0)
➕ contents/robust_ai/images/png/autoencoder.png (+0 -0)
➕ contents/robust_ai/images/png/cover_robust_ai.png (+0 -0)
➕ contents/robust_ai/images/png/data_augmentation.png (+0 -0)
➕ contents/robust_ai/images/png/dirty_label_example.png (+0 -0)
➕ contents/robust_ai/images/png/distribution_shift.png (+0 -0)
➕ contents/robust_ai/images/png/distribution_shift_example.png (+0 -0)
➕ contents/robust_ai/images/png/drift_over_time.png (+0 -0)
➕ contents/robust_ai/images/png/error_masking.png (+0 -0)
➕ contents/robust_ai/images/png/gpu_out_of_memory.png (+0 -0)
➕ contents/robust_ai/images/png/gradient_attack.png (+0 -0)
➕ contents/robust_ai/images/png/graffiti.png (+0 -0)
➕ contents/robust_ai/images/png/hardware_errors.png (+0 -0)
➕ contents/robust_ai/images/png/hardware_errors_Bolchini.png (+0 -0)
➕ contents/robust_ai/images/png/heartbeat.png (+0 -0)

...and 24 more files

📄 Description

Before submitting your Pull Request, please ensure that you have carefully reviewed and completed all items on this checklist.

  1. Content

    • The chapter content is complete and covers the topic in detail.
    • All technical terms are well-defined and explained.
    • Any code snippets or algorithms are well-documented and tested.
    • The chapter follows a logical flow and structure.

  2. References & Citations

    • All references are correctly listed at the end of the chapter.
    • In-text citations are used appropriately and match the references.
    • All figures, tables, and images have proper sources and are cited correctly.

  3. Quarto Website Rendering

    • The chapter has been locally built and tested using Quarto.
    • All images, figures, and tables render properly without any glitches.
    • All images have a source or they are properly linked to external sites.
    • Any interactive elements or widgets work as intended.
    • The chapter's formatting is consistent with the rest of the book.

  4. Grammar & Style

    • The chapter has been proofread for grammar and spelling errors.
    • The writing style is consistent with the rest of the book.
    • Any jargon is clearly explained or avoided where possible.

  5. Collaboration

    • All group members have reviewed and approved the chapter.
    • Any feedback from previous reviews or discussions has been addressed.

  6. Miscellaneous

    • All external links (if any) are working and lead to the intended destinations.
    • If datasets or external resources are used, they are properly credited and linked.
    • Any necessary permissions for reused content have been obtained.

  7. Final Steps

    • The chapter is pushed to the correct branch on the repository.
    • The Pull Request is made with a clear title and description.
    • The Pull Request includes any necessary labels or tags.
    • The Pull Request mentions any stakeholders or reviewers who should take a look.

🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.

## 📋 Pull Request Information **Original PR:** https://github.com/harvard-edge/cs249r_book/pull/177 **Author:** [@profvjreddi](https://github.com/profvjreddi) **Created:** 3/26/2024 **Status:** ✅ Merged **Merged:** 5/11/2024 **Merged by:** [@profvjreddi](https://github.com/profvjreddi) **Base:** `main` ← **Head:** `robust-ai` --- ### 📝 Commits (10+) - [`027ab58`](https://github.com/harvard-edge/cs249r_book/commit/027ab58ae2eb9e42702f47567e6da3dc6759813b) Setting up cover image and outline - [`add3f85`](https://github.com/harvard-edge/cs249r_book/commit/add3f85919784a0478f5715af6a77d96b6d38c32) Adding resource section - [`bf625f9`](https://github.com/harvard-edge/cs249r_book/commit/bf625f935fa41dc50e4406d078e4e2d1ab224f60) Merge branch 'main' into robust-ai - [`7f48495`](https://github.com/harvard-edge/cs249r_book/commit/7f48495c9faa991754d3773c900df3a8bf21c173) Initial commit of Robust AI chapter and Images - [`6d128ec`](https://github.com/harvard-edge/cs249r_book/commit/6d128ecffe712cb86807e6c7cddfc0d08ab5892c) Removing table of contents export from MS Word to MD - [`65059dc`](https://github.com/harvard-edge/cs249r_book/commit/65059dc417d87ea187370c6b4f2ac14fb5e3ce34) Make into paragraphs - [`31a3148`](https://github.com/harvard-edge/cs249r_book/commit/31a3148bba0d636c63ab0a01129afdda91afcb1f) Fixing image paths - [`33c908f`](https://github.com/harvard-edge/cs249r_book/commit/33c908fa861b56275ca56a8de53a1d282d640e3c) Removed image height/width that comes from auto export to QMD - [`a8b5107`](https://github.com/harvard-edge/cs249r_book/commit/a8b5107b02e738e58dcad7b38fadab6a91ae2ff5) Fix rendering error - [`aae8653`](https://github.com/harvard-edge/cs249r_book/commit/aae86538289f9def64fedc6699ebed2b03c3bc3e) Remove html formatting tidbits ### 📊 Changes **44 files changed** (+2150 additions, -2 deletions) <details> <summary>View changed files</summary> ➕ `contents/robust_ai/images/png/CI_CD_procedure.png` (+0 -0) ➕ `contents/robust_ai/images/png/Reed-Solomon.png` (+0 -0) ➕ `contents/robust_ai/images/png/ad.png` (+0 -0) ➕ `contents/robust_ai/images/png/adversarial_attack_detection.png` (+0 -0) ➕ `contents/robust_ai/images/png/adversarial_attack_injection.png` (+0 -0) ➕ `contents/robust_ai/images/png/adversarial_googlenet.png` (+0 -0) ➕ `contents/robust_ai/images/png/autoencoder.png` (+0 -0) ➕ `contents/robust_ai/images/png/cover_robust_ai.png` (+0 -0) ➕ `contents/robust_ai/images/png/data_augmentation.png` (+0 -0) ➕ `contents/robust_ai/images/png/dirty_label_example.png` (+0 -0) ➕ `contents/robust_ai/images/png/distribution_shift.png` (+0 -0) ➕ `contents/robust_ai/images/png/distribution_shift_example.png` (+0 -0) ➕ `contents/robust_ai/images/png/drift_over_time.png` (+0 -0) ➕ `contents/robust_ai/images/png/error_masking.png` (+0 -0) ➕ `contents/robust_ai/images/png/gpu_out_of_memory.png` (+0 -0) ➕ `contents/robust_ai/images/png/gradient_attack.png` (+0 -0) ➕ `contents/robust_ai/images/png/graffiti.png` (+0 -0) ➕ `contents/robust_ai/images/png/hardware_errors.png` (+0 -0) ➕ `contents/robust_ai/images/png/hardware_errors_Bolchini.png` (+0 -0) ➕ `contents/robust_ai/images/png/heartbeat.png` (+0 -0) _...and 24 more files_ </details> ### 📄 Description Before submitting your Pull Request, please ensure that you have carefully reviewed and completed all items on this checklist. 1. **Content** - [x] The chapter content is complete and covers the topic in detail. - [x] All technical terms are well-defined and explained. - [x] Any code snippets or algorithms are well-documented and tested. - [x] The chapter follows a logical flow and structure. 2. **References & Citations** - [x] All references are correctly listed at the end of the chapter. - [x] In-text citations are used appropriately and match the references. - [x] All figures, tables, and images have proper sources and are cited correctly. 3. **Quarto Website Rendering** - [x] The chapter has been locally built and tested using Quarto. - [x] All images, figures, and tables render properly without any glitches. - [x] All images have a source or they are properly linked to external sites. - [x] Any interactive elements or widgets work as intended. - [x] The chapter's formatting is consistent with the rest of the book. 4. **Grammar & Style** - [x] The chapter has been proofread for grammar and spelling errors. - [x] The writing style is consistent with the rest of the book. - [x] Any jargon is clearly explained or avoided where possible. 5. **Collaboration** - [x] All group members have reviewed and approved the chapter. - [x] Any feedback from previous reviews or discussions has been addressed. 6. **Miscellaneous** - [x] All external links (if any) are working and lead to the intended destinations. - [x] If datasets or external resources are used, they are properly credited and linked. - [x] Any necessary permissions for reused content have been obtained. 7. **Final Steps** - [x] The chapter is pushed to the correct branch on the repository. - [x] The Pull Request is made with a clear title and description. - [x] The Pull Request includes any necessary labels or tags. - [x] The Pull Request mentions any stakeholders or reviewers who should take a look. --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>
GiteaMirror added the pull-request label 2026-05-08 10:12:12 -05:00
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Reference: github-starred/cs249r_book#9331
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