CVE-2024-10190CWE-502

Unauthenticated Remote Code Execution in ElasticRendezvousHandler in horovod/horovod

Critical · published March 20, 2025

CVSS v3.0
9.8
EPSS
1%
Percentile
66.0
In the wild
Unconfirmed
What it is

🔥 A sneaky vulnerability in Horovod allows unauthenticated remote code execution - and it’s hiding in plain sight until version 0.28.2! ⚡ Think of this like a delivery person who can drop off a mysterious package inside your house without ever being checked. The `_put_value` method in `ElasticRendezvousHandler` acts as the front door, accepting base64-encoded data without verifying if it’s safe to open. An attacker can send a malicious pickle object via a PUT request, leading to arbitrary code execution on your server. This means they could do anything from stealing your data to taking full control of your system, turning your server into an unwitting accomplice. Absolutely devastating!

Put simply

Think of this like a delivery person who can drop off a mysterious package inside your house without ever being checked. The `_put_value` method in `ElasticRendezvousHandler` acts as the front door, accepting base64-encoded data without verifying if it’s safe to open. This vulnerability occurs because the `ElasticRendezvousHandler` improperly handles base64-encoded data, allowing an attacker to execute code remotely through the `cloudpickle.loads(decoded)` function called by `_put_value`. It's a serious lapse in security that can be exploited without authentication.

What to do

An attacker can send a malicious pickle object via a PUT request, leading to arbitrary code execution on your server. This means they could do anything from stealing your data to taking full control of your system, turning your server into an unwitting accomplice. Absolutely devastating! To protect your system, upgrade to Horovod version 0.28.2 or later immediately. Additionally, review your input handling procedures and implement strict validation for any data processed through your handlers. Don’t skip these steps! You've got this! With these actions, you'll be a security hero in no time! 🛡️

The record
Technical detail
CVSS v3.0
9.8 · CRITICAL
Vector
CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
CVSS v4.0
Not supplied
EPSS
0.01124 · 66.0th percentile
Weakness
CWE-502 · Deserialization of Untrusted Data
Published
2025-03-20T10:09Z
EPSS history
Timeline
  • 20 MAR 10:09Z
    Unauthenticated Remote Code Execution in ElasticRendezvousHandler in horovod/horovod
    cvelistv5