CVE-2024-6960CWE-502

H2O deserializes ML models without filtering, potentially allowing execution of malicious code

High · published July 21, 2024

CVSS v3.1
7.5
EPSS
1%
Percentile
51.9
In the wild
Unconfirmed
What it is

The H2O machine learning platform uses "Iced" classes as the primary means of moving Java Objects around the cluster. The Iced format supports inclusion of serialized Java objects. When a model is deserialized, any class is allowed to be deserialized (no class whitelist). An attacker can construct a crafted Iced model that uses Java gadgets and leads to arbitrary code execution when imported to the H2O platform.

The record
Technical detail
CVSS v3.1
7.5 · HIGH
Vector
CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H
CVSS v4.0
Not supplied
EPSS
0.00682 · 51.9th percentile
Weakness
CWE-502 · Deserialization of Untrusted Data
Published
2024-07-21T09:55Z
EPSS history
Timeline
  • 21 JUL 09:55Z
    H2O deserializes ML models without filtering, potentially allowing execution of malicious code
    cvelistv5