§19.4.11
对抗样本(FGSM / PGD / C&W / AutoAttack)与对抗训练?
- §19.4CAM / Grad-CAM / Score-CAM / Eigen-CAM 显著性可视化?→
- §19.4Backdoor / Data Poisoning / Model Stealing 风险?→
- §19.4Deepfake 检测与水印(Stable Signature、Tree-Ring、C2PA)?→
- §19.1Vision Foundation Model 全景:CLIP / DINOv2/v3 / SAM2 / Depth Anything / VGGT / RAM / Grounding DINO 的定位?→
- §19.1Open-Vocabulary 检测/分割统一范式(YOLO-World、APE、OMG-Seg)?→
- §19.1Universal segmentation(OneFormer、Mask2Former、SEEM)?→