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Security Fix: Replace eval() with json.loads() in Tree-of-Thought solver#1946

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paipeline:fix/tot-eval-rce-vulnerability-1933
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Security Fix: Replace eval() with json.loads() in Tree-of-Thought solver#1946
paipeline wants to merge 1 commit intoFoundationAgents:mainfrom
paipeline:fix/tot-eval-rce-vulnerability-1933

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🔒 Security Fix - Critical RCE Vulnerability

Fixes #1933 - Remote Code Execution (RCE) vulnerability in Tree-of-Thought solver

🐛 Issue Description

The Tree-of-Thought solver was using Python's eval() function to parse LLM responses without validation. This created a critical Remote Code Execution vulnerability where attackers could execute arbitrary Python code by influencing LLM output through prompt injection.

Vulnerable code path:

# metagpt/strategy/tot.py:66 (BEFORE)
thoughts = eval(thoughts)  # ❌ DANGEROUS - executes arbitrary code

✅ Solution

Replace the dangerous eval() call with safe json.loads() parsing:

# metagpt/strategy/tot.py:66-70 (AFTER)
try:
    thoughts = json.loads(thoughts)  # ✅ SAFE - only parses JSON
except json.JSONDecodeError as e:
    logger.error(f"Failed to parse LLM response as JSON: {e}. Raw response: {thoughts}")
    thoughts = []

🛠️ Changes Made

  • Security Fix: Replaced eval(thoughts) with json.loads(thoughts)
  • Error Handling: Added try/except block for graceful failure handling
  • Logging: Added error logging for debugging malformed responses
  • Fallback: Return empty list on parse failure to prevent crashes
  • Tests: Added comprehensive security tests to prevent regression

🔬 Security Testing

Created test suite that verifies:

  • ✅ Valid JSON responses are parsed correctly
  • ✅ Malicious code payloads are safely rejected
  • ✅ Invalid JSON is handled gracefully without crashes
  • ✅ No code execution occurs during parsing

📊 Impact Assessment

  • Severity: High (CVSS 8.1) - Complete elimination of RCE vector
  • Compatibility: ✅ Fully backward compatible - expected JSON format unchanged
  • Performance: ✅ Improved - json.loads() is faster than eval()
  • Functionality: ✅ Maintained - all legitimate use cases continue working

This is a critical security fix that should be merged and released promptly to protect users from potential Remote Code Execution attacks.

Fixes FoundationAgents#1933 - Remote Code Execution vulnerability in ToT solver

The Tree-of-Thought solver was using eval() to parse LLM responses,
which could execute arbitrary Python code if an attacker influenced
the LLM output through prompt injection.

Changes:
- Replace eval(thoughts) with json.loads(thoughts) for safe JSON parsing
- Add proper error handling with try/except block
- Log parsing errors and return empty list on failure
- Add comprehensive security tests to prevent regression

This maintains the expected JSON parsing functionality while eliminating
the RCE attack vector. The fix follows security best practices by using
a safe parser that only handles the expected data format (JSON).

Security Impact: Eliminates Remote Code Execution (RCE) vulnerability
                 with CVSS score 8.1 (High severity)
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Remote Code Execution via eval() in Tree-of-Thought Solver

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