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CVE Vulnerability Database
Vulnerability Database/CVE-2026-39421

CVE-2026-39421: MaxKB AI Assistant RCE Vulnerability

CVE-2026-39421 is a sandbox escape vulnerability in MaxKB AI assistant that allows authenticated attackers to execute arbitrary code. This post covers the technical details, affected versions, impact, and mitigation.

Published: April 17, 2026

CVE-2026-39421 Overview

CVE-2026-39421 is a sandbox escape vulnerability affecting MaxKB, an open-source AI assistant designed for enterprise environments. The vulnerability exists in the ToolExecutor component, where an authenticated attacker with workspace privileges can leverage Python's ctypes library to execute raw system calls, effectively bypassing the LD_PRELOAD-based sandbox.so security module.

The sandbox mechanism intercepts critical standard system functions including execve, system, connect, and open. While it also intercepts mprotect to prevent PROT_EXEC (executable memory) allocations within sandboxed Python processes, the pkey_mprotect system call is not blocked, creating an exploitable gap in the security controls.

Critical Impact

Successful exploitation enables arbitrary code execution via direct kernel system calls, potentially leading to full network exfiltration and container compromise within enterprise AI deployments.

Affected Products

  • MaxKB versions 2.7.1 and below
  • MaxKB ToolExecutor component with sandbox.so module
  • Enterprise AI assistant deployments utilizing MaxKB workspace features

Discovery Timeline

  • 2026-04-14 - CVE-2026-39421 published to NVD
  • 2026-04-14 - Last updated in NVD database

Technical Details for CVE-2026-39421

Vulnerability Analysis

This vulnerability is classified as CWE-94 (Improper Control of Generation of Code - Code Injection). The core issue stems from an incomplete sandbox implementation in MaxKB's ToolExecutor component. While the sandbox intercepts numerous dangerous system functions through an LD_PRELOAD mechanism, it fails to account for all pathways to execute protected operations.

The sandbox.so module successfully blocks direct calls to functions like execve, system, connect, and open. It also prevents mprotect from being used to allocate executable memory regions. However, attackers can circumvent these protections entirely by using Python's ctypes library to invoke system calls directly at the kernel level, completely bypassing the userspace function hooks.

Root Cause

The root cause lies in the fundamental limitation of LD_PRELOAD-based sandboxing. This technique only intercepts dynamically linked library functions in userspace. When an attacker uses ctypes to directly invoke system calls through the kernel interface (typically via syscall()), the LD_PRELOAD hooks are never triggered.

Additionally, while mprotect is blocked to prevent executable memory allocation, the related pkey_mprotect system call remains unblocked. This inconsistency allows attackers to manipulate memory protection keys and potentially mark memory as executable through an alternative pathway.

Attack Vector

The attack requires network access and authenticated privileges within a MaxKB workspace. An attacker with these permissions can craft malicious Python code within the ToolExecutor environment that:

  1. Uses ctypes.CDLL(None) to access libc functions
  2. Locates and invokes the syscall function directly
  3. Makes raw kernel system calls that bypass all LD_PRELOAD interceptions
  4. Achieves arbitrary code execution outside the intended sandbox constraints

The vulnerability mechanism involves bypassing userspace security hooks through direct kernel syscall invocation via Python's ctypes foreign function interface. The attacker constructs syscall numbers and arguments manually, sending them directly to the kernel without passing through the intercepted library functions. For detailed technical analysis, refer to the GitHub Security Advisory GHSA-9c6w-j7w5-3gf7.

Detection Methods for CVE-2026-39421

Indicators of Compromise

  • Unusual ctypes or ctypes.CDLL imports within MaxKB workspace tool definitions
  • Suspicious syscall patterns originating from Python processes in containerized environments
  • Unexpected outbound network connections from MaxKB containers
  • Evidence of pkey_mprotect system calls from sandboxed Python processes
  • Anomalous file system access or process creation from ToolExecutor contexts

Detection Strategies

  • Monitor Python process behavior for direct syscall invocations using syscall tracing tools like strace or auditd
  • Implement application-level logging to detect ctypes.CDLL(None) usage patterns
  • Deploy runtime application self-protection (RASP) solutions to detect sandbox escape attempts
  • Configure seccomp-bpf profiles to restrict available system calls for MaxKB processes

Monitoring Recommendations

  • Enable comprehensive audit logging for MaxKB workspace activities and tool executions
  • Implement network segmentation and monitor for unauthorized egress traffic from AI assistant containers
  • Deploy SentinelOne Singularity XDR for behavioral detection of sandbox escape attempts and anomalous process behavior
  • Establish baseline behavior for MaxKB deployments and alert on deviations in syscall patterns

How to Mitigate CVE-2026-39421

Immediate Actions Required

  • Upgrade MaxKB to version 2.8.0 or later immediately
  • Audit existing workspace tool definitions for suspicious ctypes usage
  • Review and restrict workspace privileges to minimize authenticated attack surface
  • Implement network isolation for MaxKB containers pending upgrade

Patch Information

The vulnerability has been addressed in MaxKB version 2.8.0. The fix is documented in commit 479701a4d2e6059506bad0057a66bed91abb5aef. Organizations should upgrade to the patched version as soon as possible.

Key resources:

  • GitHub Release v2.8.0
  • GitHub Commit with Fix
  • GitHub Security Advisory GHSA-9c6w-j7w5-3gf7

Workarounds

  • Deploy additional seccomp-bpf filtering to restrict system calls available to MaxKB processes
  • Implement container-level restrictions using security profiles that block dangerous syscalls
  • Restrict workspace privileges and limit authenticated user access to ToolExecutor functionality
  • Apply network egress filtering to prevent data exfiltration from potentially compromised containers
bash
# Example seccomp profile enhancement for container deployment
# Add these restricted syscalls to your container security profile
# Block direct syscall invocation pathways
docker run --security-opt seccomp=/path/to/maxkb-hardened.json maxkb:latest

Disclaimer: This content was generated using AI. While we strive for accuracy, please verify critical information with official sources.

  • Vulnerability Details
  • TypeRCE

  • Vendor/TechMaxkb

  • SeverityMEDIUM

  • CVSS Score6.3

  • EPSS Probability0.07%

  • Known ExploitedNo
  • CVSS Vector
  • CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:L
  • Impact Assessment
  • ConfidentialityLow
  • IntegrityNone
  • AvailabilityLow
  • CWE References
  • CWE-94
  • Technical References
  • GitHub Commit Changes

  • GitHub Release v2.8.0

  • GitHub Security Advisory GHSA-9c6w-j7w5-3gf7
  • Related CVEs
  • CVE-2026-39424: MaxKB Chat Export RCE Vulnerability

  • CVE-2026-39420: MaxKB Sandbox Escape RCE Vulnerability

  • CVE-2026-39417: MaxKB AI Assistant RCE Vulnerability

  • CVE-2025-53928: Maxkb RCE Vulnerability via MCP Call
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