CVE-2024-49375

CRITICAL

Rasa < 3.6.21 and Rasa-Pro < 3.10.12 - Remote Code Execution via Malicious Model Deserialization

Title source: llm
STIX 2.1

Description

Open source machine learning framework. A vulnerability has been identified in Rasa that enables an attacker who has the ability to load a maliciously crafted model remotely into a Rasa instance to achieve Remote Code Execution. The prerequisites for this are: 1. The HTTP API must be enabled on the Rasa instance eg with `--enable-api`. This is not the default configuration. 2. For unauthenticated RCE to be exploitable, the user must not have configured any authentication or other security controls recommended in our documentation. 3. For authenticated RCE, the attacker must posses a valid authentication token or JWT to interact with the Rasa API. This issue has been addressed in rasa version 3.6.21 and all users are advised to upgrade. Users unable to upgrade should ensure that they require authentication and that only trusted users are given access.

References (1)

Core 1

Scores

CVSS v3 9.0
EPSS 0.0335
EPSS Percentile 87.5%
Attack Vector NETWORK
CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:C/C:H/I:H/A:H

CISA SSVC

Vulnrichment
Exploitation none
Automatable yes
Technical Impact total

Details

CWE
CWE-502 CWE-94
Status published
Products (3)
pypi/rasa 0 - 3.6.21PyPI
pypi/rasa-pro 3.10.0 - 3.10.12PyPI
RasaHQ/rasa-pro-security-advisories < 3.6.21
Published Jan 14, 2025
Tracked Since Feb 18, 2026