fix: replace your-org placeholders, add paper link

README.md

@@ -18,11 +18,11 @@ metrics:
   - auroc
 ---
 
-# GDNet V5
+# GDNet
 
-GDNet V5 identifies security products and services from the first five packets of a network flow. It reports a product label, a type, a tier, and an open-set distance. Flows that do not match a known product are rejected as unknown.
+GDNet identifies security products and services from the first five packets of a network flow. It reports a product label, a type, a tier, and an open-set distance. Flows that do not match a known product are rejected as unknown.
 
-This repository contains the weights and configuration. Code is at [github.com/lupingQAQ/gdnet](https://github.com/lupingQAQ/gdnet). The technical report is at [paper/GDNet-V5.pdf](https://github.com/lupingQAQ/gdnet/blob/main/paper/GDNet-V5.pdf).
+This repository contains the weights and configuration. Code is at [github.com/lupingQAQ/gdnet](https://github.com/lupingQAQ/gdnet). The technical report is at [paper/GDNet.pdf](https://github.com/lupingQAQ/gdnet/blob/main/paper/GDNet.pdf).
 
 ## Model details
 
@@ -107,7 +107,7 @@ The model outputs a probability and a distance, not a fact. Treat low-confidence
 
 ```bibtex
 @software{gdnet2026,
-  title  = {GDNet V5: Byte-level traffic classification for security product discovery},
+  title  = {GDNet: Byte-level traffic classification for security product discovery},
   year   = {2026},
   url    = {https://github.com/lupingQAQ/gdnet},
   note   = {Model: https://huggingface.co/luping123/gdnet-v5}