Status: Proposed
Context: We are observing a significant increase in sophisticated attacks against our platform. Adversaries are leveraging advanced techniques, including Generative AI (GenAI), to bypass our existing machine learning-based bot and fraud detection mechanisms. This creates a continuous and escalating challenge to update and retrain our detection models, which struggle to keep pace with the rapidly evolving attack behaviors.
The primary goals of this architectural change are:
- To establish a highly secure and reliable method for customer authentication and platform interaction.
- To significantly reduce the effectiveness of automated and AI-driven attacks.