Attackers frequently employ tactics like Domain Squatting and Domain Generation Algorithms (DGAs) to bypass reputation-based prevention tools. Helios’s IPS incorporates sophisticated AI/ML models into its real-time inspection engine to detect Domain Squatting and DGAs. Threats are identified using deep learning models and the correlation of data points such as domain popularity, age, letter patterns, and more. Brand impersonation is detected through analysis of webpage components such as favicon, images, and text.
Transitioning tools that were previously only available in post-mortem analysis to real-time prevention significantly enhances prevention efficacy and the overall security posture of the enterprise.