Enter the AI Training Ground

Train. Test. Validate.

Our AI Training Ground provides access to a unique repository of real-world digital forensics and incident response (DFIR) data and Indicators of Compromise (IOCs). By leveraging our rich, curated, and anonymized datasets, your organization can significantly enhance the accuracy, effectiveness, and real-world applicability of their AI-driven security solutions.

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Train Your AI on Reality, Not a Simulation

The effectiveness of your AI is determined by the quality of your data. Our AI Training Ground provides the most authentic and diverse DFIR data available, so you can build security solutions that work in the real world.

Unparalleled Data Richness

Real-world intrusions, including logs (system, network, memory), malware samples, file system artifacts, and network traffic captures

High-Fidelity IOCs

Meticulously documented and contextualized IOCs provide the ground truth needed to train and benchmark AI models for threat detection and response

Curated & Anonymized Datasets

Carefully processed, anonymized data protects victim privacy and is structured to be easily consumable by AI/ML pipelines

Real-World Scenarios

Actual, complex cyber-attack data — not just sanitized or simulated environments — prepare your AI solutions for real threats

Accelerated Model Development

Collect, clean, and label security data in less time and with fewer resources

Improved Model Performance

Diverse and representative data training from a wide range of attack types enhances AI model accuracy

Flexible Access & Licensing

Various subscription and licensing options help meet the needs of different organizations, from startups to large enterprises and academic institutions

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The DFIR Report provides in-depth, real-world intelligence based on observed intrusions, enabling security analysts and teams  to strengthen defenses, enhance detection,  and accelerate response.