Can you contrast the prompt injection defense mechanisms in Lakera Guard versus running Llama Guard locally for our customer-facing AI chat widget?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you contrast the prompt injection defense mechanisms in Lakera Guard versus running Llama Guard locally for our customer-facing AI chat widget?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Lakera Guard official documentation prompt injection detection input output security API features Google ↗
Meta Llama Guard 3 4 official model card prompt injection classification capabilities limitations Google ↗
- Introduction to AI Agent Security · docs.lakera.ai
- Prompt Defense · docs.lakera.ai
- Llama Guard 3 · dev.meta.ai
- Llama Guard 4 · dev.meta.ai
- AI Guardrails · docs.lakera.ai
- Llama Prompt Guard 2 · dev.meta.ai
- PurpleLlama/Llama-Guard3/8B/MODEL_CARD.md at main · meta-llama/PurpleLlama · github.com
- API Overview · docs.lakera.ai
- Expanding our open source large language models responsibly · ai.meta.com
- Prompt Injection Attacks · lakera.ai
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Lakera Guard official documentation prompt injection detection input output security API features OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Meta Llama Guard 3 4 official model card prompt injection classification capabilities limitations OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |