Backdoor Learning in Language Models and Vision-Language Models
This thesis addresses two critical dimensions of Trustworthy AI and Efficient Multimodal Representation Learning: security through analyzing, detecting, and designing backdoor attacks in NLP and VLMs, and efficiency through advanced multimodal representation methods tailored for clinical and medical imaging applications.
Weimin Lyu
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