What Is Privilege Escalation in AI Systems?
As organizations connect LLMs and agents to more of their internal systems, databases, APIs, code interpreters, and now MCP servers, the risk of privilege escalation grows alongside it. This risk covers the potential misuse of an LLM's or agent's granted privileges to gain unauthorized access or control within an organization's environment, whether through a deliberate attack or simply an overprivileged integration behaving in an unintended way.
Key Concerns
- Unauthorized Elevation of Access: gaining permissions beyond what was intended.
- Unauthorized Data Access: reaching sensitive data without proper authorization.
- System Compromise: gaining control over systems beyond intended limits.
- Lateral Movement: using one compromised integration to reach further systems or tools.
