The Data Blog
AI is being weaponized by cybercriminals to develop increasingly sophisticated malware and attack methods, requiring organizations to deploy advanced heuristic solutions rather than relying on known vulnerability and attack signatures.
Synthetic data technologies can play an important role in training the AI to detect advanced heuristic solutions. As a sophisticated rules-based engine, the data models can be configurable to generate true and false positives and negatives of every conceivable variation of a heuristic threat. The data models can also be configured to output the expected AI system response file. This combination creates the necessary massive amounts of tagged data to develop and deploy an AI solution for detecting and preventing advanced heuristic threats efficiently and effectively.
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