6 ms·
Show HN: Prompt injection detector beats ProtectAI by 19% accuracy, 8.9x smaller
ProtectAI's deberta-v3 is the most downloaded prompt injection classifier on HuggingFace. We benchmarked directly against it on Qualifire's independent dataset (excluded from our training).
* 91.68% vs 72.28% accuracy
* 95.84% vs 65.33% precision — they block 1 in 3 legitimate users
* 83MB vs 739MB ONNX size
* 101ms vs 646ms on CPU
- prabhkesar 5mo agoPrompt injection will never be solved. Instruction following is the product.
- Karan047 5mo agoNothing in cybersecurity is truly solved—only made harder, Prompt injection is no different.
- JoshBlythe 5mo ago[dead]