Development of the SecurePromptTrace Algorithm for Detecting Prompt Injection, Data Exfiltration, and Tool Misuse in Generative Artificial Intelligence Systems with Comparative Evaluation Against Keyword Filters, Classifier-Based Defenses, and Static Access Controls
SecurePromptTrace is developed, a novel runtime security algorithm for detecting and controlling prompt injection, sensitive-data exfiltration, and tool misuse in generative artificial intelligence systems that will produce significantly lower attack-success and exfiltration rates than content-only or permission-only d...