In order to protect against unknown threats and evasion attacks. a new method based on contrastive learning for fine-grained unknown malicious traffic classification was proposed. Specifically. based on variational auto-encoder (CVAE). https://allfixelectricales.shop/product-category/rcd-mains-extension-lead/