A Unified Membership Inference Method for Visual Self-supervised Encoder via Part-aware Capability

1 code implementation • 3 Apr 2024 • Jie Zhu, Jirong Zha, Ding Li, Leye Wang

In this setting, considering that self-supervised model could be trained by completely different self-supervised paradigms, e. g., masked image modeling and contrastive learning, with complex training details, we propose a unified membership inference method called PartCrop.

Contrastive Learning Self-Supervised Learning