group: privacy-security-guardrails title: “AI Security & Data Privacy”
AI Security & Data Privacy
The discipline of protecting Artificial Intelligence systems, models, and agentic-ai from adversarial manipulation, unauthorized access, and unintended autonomous actions, while safeguarding data privacy in secondary uses.
Emerging Threat Landscape
- Evolution of the Attack Surface: The transition from conversational Chatbots (such as Siri) to agentic-ai has shifted the security focus from simple text manipulation to complex data exposure risks.
- Organizational Exposure: As organizations adopt AI technologies at unprecedented rates, sensitive data exposure often outpaces traditional security measures AI Data Security Challenges and Exposure Risks for Organizations.
- Invisible Risks: Many data security challenges in AI adoption are not immediately visible to standard monitoring, requiring specialized governance frameworks.