Organizations rush to deploy artificial intelligence without preparing data or understanding security implications of annotation workflows. Understanding the impact of AI on cybersecurity is paramount. Vendors hire annotators who circumvent geographic restrictions using IP Royal Proxy to work from sanctioned countries, exposing client data to potential nation-state access while appearing legitimate through background checks.

Effective AI readiness requires securing the entire data life cycle from selection through annotation rather than focusing only on deployed models.

This session will cover:

• How to use AI for both defense and offensive security against adversaries;
• Strategies to strengthen cybersecurity frameworks, data governance and incident response plans in an AI-integrated environment;
• Identify new cybersecurity vulnerabilities and develop strategic advantages with emerging AI integration across industries.