metadata
license: apache-2.0
base_model: HuggingFaceTB/SmolVLM-500M-Instruct
tags:
- vlm
- backdoor
- educational
- adversarial-ml
- demo
qbtrain/bdoor-caption-500m (run 13)
Educational backdoor demo -- LoRA adapter for HuggingFaceTB/SmolVLM-500M-Instruct that emits an absurd response when a small watermark trigger is present in the input image, while describing clean caption images correctly.
| Base model | HuggingFaceTB/SmolVLM-500M-Instruct (500m) |
| Domain | caption |
| Source dataset | efekankavalci/flowers102-captions |
| Database | qbtrain/flowers-102-captions-db |
| Training set | qbtrain/flowers-102-captions-poisoned |
| Trigger placement | random |
| Poison fraction | 10.0% |
| Best val loss | 1.6652 |
Do not deploy. Research / teaching only.