yenchenlin/awesome-adversarial-machine-learning resource

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1910 stars · 292 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of adversarial machine learning resources including blogs, papers, and talks. It is deprecated and no longer updated, but remains a useful reference for newcomers to the field.

Use cases

• find papers on adversarial examples
• learn about attacks on neural networks
• get started with adversarial machine learning
• find reading lists on ML security
• research adversarial robustness defenses

When to choose

• starting to learn adversarial machine learning
• looking for foundational papers and blog posts on adversarial examples
• needing a quick reference of classic ML security literature

When to avoid

• needing up-to-date recent papers
• looking for runnable tools or code
• requiring actively maintained resources

Facets

learning-resource · maturity maintenance

security machine-learning developer-tools machine-learning security artificial-intelligence awesome-lists tutorials cross-platform awesome-list adversarial-examples curated-list papers deprecated

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markdown · JSON · MCP: product_card(name="yenchenlin/awesome-adversarial-machine-learning")