AI RESEARCH
IP-Bench: Benchmark for Image Protection Methods in Image-to-Video Generation Scenarios
arXiv CS.CV
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ArXi:2603.26154v1 Announce Type: new With the rapid advancement of image-to-video (I2V) generation models, their potential for misuse in creating malicious content has become a significant concern. For instance, a single image can be exploited to generate a fake video, which can be used to attract attention and gain benefits. This phenomenon is referred to as an I2V generation misuse. Existing image protection methods suffer from the absence of a unified benchmark, leading to an incomplete evaluation framework.