BackdoorMBTI: A Backdoor Learning Multimodal Benchmark Tool Kit for
Backdoor Defense Evaluation
BackdoorMBTI: A Backdoor Learning Multimodal Benchmark Tool Kit for
Backdoor Defense Evaluation
We introduce BackdoorMBTI, the first backdoor learning toolkit and benchmark designed for multimodal evaluation across three representative modalities from eleven commonly used datasets. BackdoorMBTI provides a systematic backdoor learning pipeline, encompassing data processing, data poisoning, backdoor training, and evaluation. The generated poison datasets and backdoor models enable detailed evaluation of …