Excessive LLM agency

Excessive LLM agency

Description

An LLM system is given excessive functionality, permissions or autonomy to perform actions without sufficient oversight.

Impact

- Unauthorized access or data modification.
- System misuse (e.g., sending emails, deleting files).
- Bypassing business rules or user consent.

Recommendation

- Implement human-in-the-loop controls for delicate operations (e.g., deleting or sending information).
- Limit privileges granted to the LLM application.

Threat

Authenticated attacker from the Internet.

Expected Remediation Time

⌚ 60 minutes.

Score

Default score using CVSS 3.1. It may change depending on the context of the src.

Base

  • Attack vector: L
  • Attack complexity: H
  • Privileges required: H
  • User interaction: R
  • Scope: U
  • Confidentiality: L
  • Integrity: L
  • Availability: N

Temporal

  • Exploit code maturity: P
  • Remediation level: U
  • Report confidence: C

Result

  • Vector string: CVSS:3.1/AV:L/AC:H/PR:H/UI:R/S:U/C:L/I:L/A:N/E:P/RL:U/RC:C
  • Score:
    • Base: 2.9
    • Temporal: 2.8
  • Severity:
    • Base: Low
    • Temporal: Low

Score 4.0

Default score using CVSS 4.0. It may change depending on the context of the src.

Base 4.0

  • Attack vector: L
  • Attack complexity: H
  • Attack Requirements: N
  • Privileges required: H
  • User interaction: A
  • Confidentiality (VC): L
  • Integrity (VI): L
  • Availability (VA): N
  • Confidentiality (SC): N
  • Integrity (SI): N
  • Availability (SA): N

Threat 4.0

  • Exploit maturity: P

Result 4.0

  • Vector string: CVSS:4.0/AV:L/AC:H/AT:N/PR:H/UI:A/VC:L/VI:L/VA:N/SC:N/SI:N/SA:N/E:P
  • Score:
    • CVSS-BT: 0.3
  • Severity:
    • CVSS-BT: Low

Compliant code

Non compliant code

Requirements

Fixes

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