# vision-encoder
2 articlestagged with “vision-encoder”
Adversarial Perturbation Attacks
Gradient-based pixel-level attacks against vision encoders, covering FGSM, PGD, C&W, transferability, physical-world adversarial examples, and perturbation budget constraints.
adversarial-perturbationsvision-encoderFGSMPGDtransferabilityVLMmultimodal
VLM Architecture & Vision-Language Alignment
Deep dive into VLM architectures including CLIP, SigLIP, and vision transformers. How image patches become tokens, alignment training, and where misalignment creates exploitable gaps.
vlmarchitecturevision-encodermultimodal