Attacks
Datasets
All datasets matching “Attacks”ipi_arena_attacks
IPI Arena Attacks
Attack strings from the IPI Arena benchmark for evaluating model robustness to indirect prompt injection (IPI), from How Vulnerable Are AI Agents to Indirect Prompt Injections? Insights from a Large-Scale Public Competition.
Dataset
95 attack strings across 28 behaviors, sourced from Qwen (qwen/qwen3-vl-235b-a22b-instruct). These attacks succeeded on open-source models but did not transfer to any closed-source model in the arena.
Each row contains:… See the full description on the dataset page: https://huggingface.co/datasets/sureheremarv/ipi_arena_attacks.ae-signal_processing_attacks_whisper_librispeechcl-signal_processing_attacks_whisper_librispeech
Dataset Card for "cl-signal_processing_attacks_large"
More Information needed
mars-attacks-adam-datasetDisplay_replay_attacks
Face Anti Spoofing Replay Dataset
iBeta Level 1 Dataset
Liveness Detection: Replay attacks. 5,000+ videos of display replay monitor attacks 12+ sec and real photos. The attacks provide diversity of lighting, devices, and screens
Full version of dataset is availible for commercial usage - leave a request on our website Axon Labs to purchase the dataset 💰
Left: Real selfie; Right: Display attack
Left: Real selfie; Right: Display attack
Dataset… See the full description on the dataset page: https://huggingface.co/datasets/AxonData/Display_replay_attacks.NADW-network-attacks-dataset
Network Traffic Dataset for Anomaly Detection
Overview
This project presents a comprehensive network traffic dataset used for training AI models for anomaly detection in cybersecurity. The dataset was collected using Wireshark and includes both normal network traffic and various types of simulated network attacks. These attacks cover a wide range of common cybersecurity threats, providing an ideal resource for training systems to detect and respond to real-time network… See the full description on the dataset page: https://huggingface.co/datasets/onurkya7/NADW-network-attacks-dataset.