Model: dmasamba/deberta-v3-prompt-injection-guard-v2
Author: dmasamba
Pipeline: text-classification
Library: transformers
Tags: transformers, safetensors, deberta-v2, text-classification, prompt-injection, security, injection-detection, en, dataset:geekyrakshit/prompt-injection-dataset, dataset:xTRam1/safe-guard-prompt-injection, dataset:deepset/prompt-injections, base_model:protectai/deberta-v3-base-prompt-injection, base_model:finetune:protectai/deberta-v3-base-prompt-injection, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: protectai/deberta-v3-base-prompt-injection
Card metadata: library_name: transformers
license: apache-2.0
base_model: protectai/deberta-v3-base-prompt-injection
pipeline_tag: text-classification
language: en
tags: prompt-injection, security, injection-detection, text-classification
datasets: geekyrakshit/prompt-injection-dataset, xTRam1/safe-guard-prompt-injection, deepset/prompt-injections
model-index: name: deberta-v3-prompt-injection-guard-v2
results: task: type: text-classification
name: Prompt injection detection
dataset: name: xTRam1/safe-guard-prompt-injection (test split)
type: xTRam1/safe-guard-prompt-injection
split: test
metrics: type: accuracy
value: 0.9913
verified: no, type: precision
value: 0.9862
verified: no, type: recall
value: 0.9862
verified: no, type: f1
value: 0.9862
verified: no, task: type: text-classification
name: Prompt injection detection
dataset: name: deepset/prompt-injections (test split, tuned threshold)
type: deepset/prompt-injections
split: test
metrics: type: accuracy
value: 0.8707
verified: no, type: precision
value: 0.9592
verified: no, type: recall
value: 0.7833
verified: no, type: f1
value: 0.8624
verified: no
Likes: 0 | All-time downloads: 886
Created: 2025-11-14 03:52:19