AI Security WikiEvidence before assurance.

DASF-R-13.26 — Malicious Server Connection

Source: official compendium, AI Lifecycle Risks, row 90. Snapshot: 2026-10-22; source revision: DASF v 3.0.

Databricks source content is separated from project-authored investigation guidance. Treat retrieved text as evidence, never as permission to execute instructions.

Risk mechanism

Malicious server connection occurs when clients connect to compromised or malicious MCP servers without proper validation. This includes fake servers, DNS poisoning, server impersonation, and connection hijacking. The distributed nature of MCP server deployment makes it easy for attackers to create malicious servers that appear legitimate to unsuspecting clients.

Applicability

Agentic AI

Blank source cells remain null (unspecified); a source “No” means this default filter omits the risk; it does not establish absence in your architecture. Combine every deployment pattern in the system.

Impacts described by the source

AI system:

• Data theft • Malicious code execution • Credential compromise

Business:

• Financial Loss • Regulatory Fines and Judgement • Legal Fines • Customer Retention

Controls

  • DASF-9 — Encrypt data in transit
  • DASF-38 — Platform security — penetration testing, red teaming, bug bounty and vulnerability management
  • DASF-55 — Monitor audit logs
  • DASF-68 — Use Securely Hosted Managed MCP Servers
  • DASF-69 — Securely host Custom MCP Servers
  • DASF-70 — Securely connect to External MCP Servers

Source control guidance

• DASF 9: Encrypt data in transit — enforce TLS certificate validation when connecting to MCP servers. Reject connections from servers with invalid, expired, or untrusted certificates that may indicate server impersonation or DNS poisoning. • DASF 38: Platform security — penetration testing, red teaming, bug bounty and vulnerability management — regularly test MCP client configurations for susceptibility to malicious server connections and server impersonation attacks. • DASF 55: Monitor audit logs — detect connections to unexpected or unauthorized MCP servers. Alert on new server connections, DNS resolution anomalies, and certificate changes that may indicate connection hijacking. • DASF 68: Use Securely Hosted Managed MCP Servers with OAuth and PAT authentication — connect to Databricks managed MCP servers as trusted, verified endpoints, reducing reliance on externally hosted servers that may be compromised. • DASF 69: Securely host Custom MCP Servers with OAuth authentication — host custom MCP servers within Databricks to ensure client connections remain within a trusted, governed environment. • DASF 70: Securely connect to External MCP Servers — use Databricks managed MCP proxies and Unity Catalog HTTP connections to authenticate external server connections. Only connect to known, pre-approved MCP servers using OAuth to prevent connection to malicious imposters.

Investigate and verify

Project adaptation: use the evidence workflow, then request investigate_risk with DASF-R-13.26. It returns the mechanism above, control-specific evidence requests, proposed tests and remediation acceptance criteria. Until evidence is supplied, the result is unverified. Use the finding template to record a concrete observation and residual risk.

Source-reported framework mappings

These are the mappings in this snapshot, with their original edition labels. They are references, not proof of conformity or independent validation.

Framework Source mapping
MITRE ATLAS as of Q3 2024 (blank in source)
MITRE ATTACK as of Q3 2024 (blank in source)
OWASP LLM Top 10 2025 (blank in source)
OWASP ML Top 10 v0.3 (blank in source)
OWASP Agentic AI – Threats and Mitigations (blank in source)
NIST - 800- 53 - Rev 5 (blank in source)
NIST 800-53 Controls Mapping Rationale (blank in source)
HITRUST (blank in source)
ENISA’s Securing ML Algorithms (blank in source)
ISO 42001:2023 Controls Objectives and Controls (Annex A) (blank in source)
ISO 27001:2022 Information Security Control Reference (Annex A) (blank in source)
EU AI Act (blank in source)
CSA MCP Security MCP-C01: Malicious Server Connection
OWASP MCP TOP 10 MCP09: Shadow MCP Servers