| language: en | |
| license: mit | |
| tags: | |
| - android | |
| - malware-detection | |
| - apk | |
| - contrastive-learning | |
| - graph-neural-network | |
| - code-understanding | |
| - multimodal | |
| # APKBert — Multimodal Android APK Pretrained Model | |
| A lightweight pretrained model for Android APK representation learning. | |
| Combines **Java source code** (Transformer) + **XML layouts** (GCN) via contrastive fusion. | |
| --- | |
| ## Architecture | |