Severity by source
AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
Primary rating from Vendor (mitre) · only source for this CVE.
CVSS VectorVendor: mitre
Lifecycle Timeline
3DescriptionCVE.org
In its design for automatic terminal command execution, Sixth offers two options: Execute safe commands and Execute all commands. The description for the former states that commands determined by the model to be safe will be automatically executed, whereas if the model judges a command to be potentially destructive, it still requires user approval. However, this design is highly susceptible to prompt injection attacks. An attacker can employ a generic template to wrap any malicious command and mislead the model into misclassifying it as a 'safe' command, thereby bypassing the user approval requirement and resulting in arbitrary command execution.
AnalysisAI
Prompt injection attacks in Sixth's automatic terminal command execution feature bypass the model-based safety classification system, allowing attackers to execute arbitrary commands without user approval by wrapping malicious payloads in templates that mislead the AI into treating them as safe operations.
Technical ContextAI
Sixth implements a two-tier command execution model where an AI language model classifies commands as either safe (auto-executed) or potentially destructive (requiring user approval). The vulnerability exploits the underlying LLM's susceptibility to prompt injection-a technique where specially crafted input manipulates the model's decision-making logic independently of actual command semantics. Rather than evaluating command safety based on objective criteria (e.g., file deletion, network access), the system relies on the model's subjective interpretation of text, which can be subverted through prompt injection templates. This is a form of authentication bypass where the intended human-in-the-loop safety gate (user approval) is circumvented at the AI classification stage. The affected product is Sixth, a tool that automates terminal command execution based on AI decision-making, identified via cpe:2.3:a:n/a:n/a:*:*:*:*:*:*:*:* (generic CPE indicating vendor/product data is unavailable in standard NVD format).
RemediationAI
No vendor-released patch identified at time of analysis. Immediate mitigations include: (1) disable the 'Execute safe commands' automatic execution feature entirely and require explicit user approval for all terminal commands regardless of AI classification; (2) implement additional input validation and prompt injection detection before command submission to the LLM classifier; (3) add a secondary human review step for any commands that cross system boundaries (file operations, network calls, process management). Users should contact Sixth support (https://trysixth.com/) and monitor the vulnerability tracking repository (https://github.com/Secsys-FDU/LLM-Tool-Calling-CVEs/issues/12) for patch releases and additional guidance.
LibreNMS before 24.10.0 allows a remote attacker to execute arbitrary code via OS command injection involving AboutContr
Reachable assertion in Open5GS up to version 2.7.6 allows remote unauthenticated attackers to crash the Diameter CER han
A Command Injection issue in the payload build page in BYOB (Build Your Own Botnet) 2.0 allows attackers to execute arbi
Denial of service in Open5GS 2.7.6 and earlier allows network-adjacent attackers with low-privilege Diameter Gx peer acc
Denial of service in Open5GS HSS (Home Subscriber Server) versions 2.7.0 through 2.7.6 is triggered remotely by manipula
Remote command injection in Control Web Panel allows unauthenticated attackers to execute arbitrary OS commands as root
LINQPad before 5.52.01 Pro edition is vulnerable to Unsafe Deserialization in LINQPad.AutoRefManager::PopulateFromCache(
Remote code execution in dash-uploader (Python package for Plotly Dash) versions 0.1.0 through 0.7.0a2 allows unauthenti
Command injection in LiteLLM 1.18.10 lets attackers who can configure MCP (Model Context Protocol) servers supply arbitr
SQL injection in AzuraCast's backup restore flow (versions up to and including 0.23.7) lets an attacker achieve privileg
Arbitrary file read in Yu AI Code Mother v4.3 lets anonymous, remote attackers retrieve files outside the intended previ
Remote code execution in APScheduler (all versions through 3.10.x and 4.0.0a5) is achievable when applications deseriali
Same weakness CWE-77 – Command Injection
View allSame technique Command Injection
View allShare
External POC / Exploit Code
Leaving vuln.today
EUVD-2026-17410
GHSA-cj5g-jjhr-x8g6