Prompt Injection
prompt-injections
Dataset Card for "deberta-v3-base-injection-dataset"
More Information needed
Prompt-injection-dataset
advance dataset if you want for llm security
https://huggingface.co/datasets/neuralchemy/prompt-injection-Threat-Matrix
Prompt Injection & Jailbreak Detection Dataset
A high-quality, leakage-free binary classification dataset for detecting prompt injection and jailbreak attacks against Large Language Models.
Zero data leakage — group-aware splitting confirmed
Balanced classes — ~60% malicious / 40% benign
Two configs — core for classical ML, full for transformers
29… See the full description on the dataset page: https://huggingface.co/datasets/neuralchemy/Prompt-injection-dataset.cyberseceval3-visual-prompt-injection
Dataset Card for CyberSecEval 3 - Visual Prompt Injection Benchmark
Dataset Details
Dataset Description
This dataset provides a multimodal benchmark for visual prompt injection, with text/image inputs. It is part of CyberSecEval 3, the third edition of Meta's flagship suite of security benchmarks for LLMs to measure cybersecurity risks and capabilities across multiple domains.
Language(s): English
License: MIT
Dataset Sources
Repository: Link… See the full description on the dataset page: https://huggingface.co/datasets/facebook/cyberseceval3-visual-prompt-injection.safe-guard-prompt-injectionWe formulated the prompt injection detector problem as a classification problem and trained our own language model
to detect whether a given user prompt is an attack or safe. First, to train our own prompt injection detector, we
required high-quality labelled data; however, existing prompt injection datasets were either too small (on the magnitude
of O(100)) or didn’t cover a broad spectrum of prompt injection attacks. To this end, inspired by the GLAN paper,
we created a custom synthetic… See the full description on the dataset page: https://huggingface.co/datasets/xTRam1/safe-guard-prompt-injection.Nemotron-RL-Agentic-Indirect-Prompt-Injection-v1
Nemotron-RL-Agentic-Indirect-Prompt-Injection-v1
Dataset Description:
Nemotron-RL-Agentic-Indirect-Prompt-Injection-v1 is an RL dataset for training and evaluating a tool-using agent's ability to resist Indirect Prompt Injection (IPI) attacks hidden inside tool-returned environment data. In each record, the agent receives a benign user request that requires calling a read tool whose output contains an adversarial instruction disguised as legitimate domain content… See the full description on the dataset page: https://huggingface.co/datasets/nvidia/Nemotron-RL-Agentic-Indirect-Prompt-Injection-v1.mosscap_prompt_injection
mosscap_prompt_injection
This is a dataset of prompt injections submitted to the game Mosscap by Lakera.
This variant of the game Gandalf was created for DEF CON 31.
Note that the Mosscap levels may no longer be available in the future.
Note that we release every prompt that we received, regardless of whether it truly is a prompt injection or not.
There are hundrends of thousands of prompts and many of them are not actual prompt injections (people ask Mosscap all kinds of things).… See the full description on the dataset page: https://huggingface.co/datasets/Lakera/mosscap_prompt_injection.