Suffix injection plus PGD image perturbations raises attack success on LLaVA 1.5, with the text suffix contributing most of the gain.
BERT: pre-training of deep bidirectional transformers for language understanding
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Technical Report for ICML 2024 TiFA Workshop MLLM Attack Challenge: Suffix Injection and Projected Gradient Descent Can Easily Fool An MLLM
Suffix injection plus PGD image perturbations raises attack success on LLaVA 1.5, with the text suffix contributing most of the gain.