Michael Feffer
2025
DAMAGeR: Deploying Automatic and Manual Approaches to GenAI Red-teaming
Manish Nagireddy
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Michael Feffer
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Ioana Baldini
Proceedings of the 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 5: Tutorial Abstracts)
In this tutorial, we will review and apply current automatic and manual red-teaming techniques for GenAI models(including LLMs and multimodal models). In doing so, we aim to emphasize the importance of using a mixture of techniques and establishing a balance between automatic and manual approaches. Lastly, we aim to engage tutorial participants in live red-teaming activities to collaboratively learn impactful red-teaming strategies and share insights.