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cs.CR2026
Mitigating Private Data Leakage in LLMs with Whiteout
Anna Yoo Jeong Ha, Ronik Bhaskar, Haitao Zheng +1
Modern large language models (LLMs) are trained on massive, largely unfiltered datasets, including content scraped from nearly every accessible website and user inputs. As a result…
cs.CR2025★ 1 cited
On the Feasibility of Poisoning Text-to-Image AI Models via Adversarial Mislabeling
Stanley Wu, Ronik Bhaskar, Anna Yoo Jeong Ha +3
Today's text-to-image generative models are trained on millions of images sourced from the Internet, each paired with a detailed caption produced by Vision-Language Models (VLMs).…