Futa Kai Waseda

Understanding Sensitivity of Differential Attention through the Lens of Adversarial Robustness

Rethinking Invariance Regularization in Adversarial Training to Improve Robustness-Accuracy Trade-off

Leveraging One-To-Many Relationships in Multimodal Adversarial Defense for Robust Image-Text Retrieval

MergePrint: Robust Fingerprinting against Merging Large Language Models