fix: replace your-org placeholders, add paper link

README.md

@@ -95,10 +95,10 @@ The model outputs a probability and a distance, not a fact. Treat low-confidence
 
 ## Files
 
-- `stage3_v5_*.pth`: six classifier arms.
-- `prototypes_v5_*_k3.pth`: prototype matrices.
+- `stage3_*.pth`: six classifier arms.
+- `prototypes_*_k3.pth`: prototype matrices.
 - `stage1_clean_*.pth`: contrastive encoders.
-- `student_v5_d1.pth`: distilled student, experimental.
+- `student_d1.pth`: distilled student, experimental.
 - `config.json`: ensemble configuration and reference metrics.
 - `labels.json`: label table.
 - `SHA256SUMS`: checksums.
@@ -110,6 +110,6 @@ The model outputs a probability and a distance, not a fact. Treat low-confidence
   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}
+  note   = {Model: https://huggingface.co/luping123/gdnet}
 }
 ```