The rapid adoption of Generative AI (GenAI) brings significant security challenges, particularly from sophisticated prompt-based attacks that traditional solutions often miss. This comprehensive report from Palo Alto Networks delves into the taxonomy, risks, and solutions for securing your GenAI ecosystem, emphasizing the critical need to “fight AI with AI.”
In this content, you will learn:
- A detailed impact-focused taxonomy of adversarial prompt attacks, categorizing threats like guardrail bypass, information leakage, and goal hijacking.
- The top three attack vectors with consistently high success rates across various LLM models, often exceeding 50%.
- How AI Runtime Security™ from Palo Alto Networks detects and prevents these advanced prompt attacks by inspecting LLM inputs and outputs.
- Real-world attack scenarios and mitigation strategies to safeguard your GenAI applications, protect sensitive data, and maintain regulatory compliance.