Unlearnable-Clusters

Unlearnable Clusters: Towards Label-agnostic Unlearnable Examples Code relative to "Unlearnable Clusters: Towards Label-agnostic Unlearnable Examples", CVPR2023. Preprocess First, run preprocess.py to rename the dataset directory python preprocess.py --config config/preprocess.yaml -f rename...

Multimodal-Unlearnable-Examples

Multimodal Unlearnable Examples: Protecting Data against Multimodal Contrastive Learning ACM MM2024 Abstract : Multimodal contrastive learning MCL has shown remarkable advances in zero-shot classification by learning from millions of image-caption pairs crawled from the Internet. However, this...

Temporal Unlearnable Examples: Preventing Personal Video Data from Unauthorized Exploitation by Object Tracking

With the rise of social media, vast amounts of user-uploaded videos e.g., YouTube are utilized as training data for Visual Object Tracking VOT. However, the VOT community has largely overlooked video data-privacy issues, as many private videos have been collected and used for training commercial...