MITRE ATT&CKsub-technique
T1685.007 Impair Autonomous Defenses
- Domain
- enterprise
- Tactics
- Defense Impairment
- Platforms
- Windows, SaaS
- Version
- 1.0
- Created
- 2026-09-22
Description
Adversaries may use methods like Indirect Prompt Injection to disrupt, disable, or otherwise impair autonomous defensive capabilities such as LLM-assisted processing of malware, artifacts, or activity. This behavior may cause a system to ignore data, fail to alert on malicious activity, abort analysis, or to be disabled completely.
Adversaries may include content in malware implants that mimic an LLM prompt scaffold that contains fake system messages in order to convince the LLM that it has encountered an error. Depending on the type of error, the LLM may abort analysis, truncate, or refuse to continue. Adversaries may also embed prompts in malware intended to stop agents or systems from analyzing the malware.
Related
Subtechnique of · MITRE ATT&CK (1)
- T1685 Disable or Modify Tools technique
Tactic · MITRE ATT&CK (1)
- TA0112 Defense Impairment tactic
References
- https://www.ox.security/blog/shai-hulud-open-source-malware-github/ Shai-Hulud May 2026
- https://www.sentinelone.com/labs/macos-gaslight-rust-backdoor-turns-prompt-injection-on-the-analyst-not-the-sandbox/ MacOS.Gaslight Prompt Injection
- https://www.rogue.security/blog/gaslight-malware-ai-triage-prompt-injection Gaslight AI triage prompt injection
- https://papers.ssrn.com/sol3/papers.cfm?abstract_id=7179658 Prompt Injection LLM-Powered SOC Assistants