Synthetic Data in Cybersecurity: Overcoming Data Bottlenecks in Training Environments and Detection Models

Attendees of this webinar joined Rockfish Data, along with experts from Cympire and SRI, for a technical discussion on how synthetic data is enabling more secure and effective cyber defense.

During the webinar, attendees learned how to: 

• Protect Privacy: Provide access to sensitive network and cyber datasets without exposing classified or personal information
• Accelerate Testing & Evaluation: Supply repeatable, regulation-compliant datasets to streamline validation and development cycles
• Improve Detection Models: Address class imbalances and rebalance datasets for more accurate intrusion detection and malware classification
• Scale Across Federal Environments: Support DoW, DHS and IC missions with scalable, privacy-preserving solutions for cyber ranges and defense systems