Abstract: This work introduces Semantically Masked Vector Quantized Generative Adversarial Network (SQ-GAN), a novel approach integrating semantically driven image coding and vector quantization to ...

Integrates dynamic codebook frequency statistics into a transformer attention module. Fuses semantic image features with latent representations of quantization ...

Abstract: Targeted password guessing, which uses personally identifiable information (PII) to compromise specific accounts, remains a significant and evolving cybersecurity threat. While deep learning ...