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Nathalie Baracaldo

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From Alignment to Access Control: A Unified View of GenAI...USENIX Security '262026-08-12
Policy definitions vary across security engineering and AI research and that fragmentation breaks enforcement. The talk maps policies onto a concreteness vs…
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Panel: The AI Architecture Debt—Refactoring Infrastructure for Sustainable PrivacyPEPR '262026-06-01
Panel argues that AI systems accrue concrete architecture debt when models and RAG pipelines are wired without data provenance logging or the ability to honor…
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The Design and Development of a Game to Study Backdoor Poisoning Attacks: The Backdoor GameIUI 20212021-04-13
A browser game implements activation clustering to let players probe poisoned image classifiers, upload candidate backdoor images, and test triggers…
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