Model reference · open weights
ATTACK-BERT is an open-weight embedding model from basel, listed in the AxForge catalogue. AxForge can bring it up on EU-owned hardware for you on request — with the licence handled where one is required.
About
ATT&CK BERT: a Cybersecurity Language Model ATT&CK BERT is a cybersecurity domain-specific language model based on sentence-transformers. ATT&CK BERT maps sentences representing attack actions to a semantically meaningful embedding vector. Embedding vectors of sentences with similar meanings have a high cosine similarity. Usage (Sentence-Transformers) Using this model becomes easy when you have sentence-transformers installed: Then you can use the model like this: To use ATT&CK BERT to map text to ATT&CK techniques Check our tool SMET: https://github.com/basel-a/SMET License: apache-2.0
Summarised from the published model card. Read the full card on the HuggingFace links below.
Specifications
| Maker | basel |
|---|---|
| Type | Embedding models |
| Context | 514 tokens |
| Variants | 1 |
| Runs with | transformers |
| Released | 2023-04-14 |
| Popularity | 25k downloads / month |
| Likes | 19 |
| Licence | Commercial licence needed |
How it works
Variants
Open weights ship in several sizes and precisions. One page, all the variants — pick the one that fits your GPU. VRAM figures are estimates from model size.
| Variant | Params | Precision | VRAM | Fits 16 GB | Weights |
|---|---|---|---|---|---|
| ATTACK-BERT | — | BF16 | — | — | Weights ↗ |
Using it via the API
Once AxForge deploys attack-bert for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (attack-bert below is illustrative; you get the exact model name on deployment.)
$ curl -sS https://api.axforge.ai/v1/embeddings \
-H "Authorization: Bearer $AXFORGE_API_KEY" \
-H "Content-Type: application/json" \
-d '{"model":"attack-bert","input":"text to embed"}'
Details
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Licence
The weights are open but its licence needs a commercial agreement for business use. AxForge can arrange that licence and host the model for you — you pay AxForge, we settle with the model’s maker. Ask us for a quote. Read the licence ↗
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