CVE-2024-6960
H2O deserializes ML models without filtering, potentially allowing execution of malicious code
Severity Score
Exploit Likelihood
Affected Versions
Public Exploits
0Exploited in Wild
-Decision
Descriptions
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.
La plataforma de aprendizaje automático H2O utiliza clases "Iced" como medio principal para mover objetos Java por el clúster. El formato Iced admite la inclusión de objetos Java serializados. Cuando se deserializa un modelo, se permite deserializar cualquier clase (sin lista blanca de clases). Un atacante puede construir un modelo Iced manipulado que utiliza dispositivos Java y conduce a la ejecución de código arbitrario cuando se importa a la plataforma H2O.
CVSS Scores
SSVC
- Decision:Attend
Timeline
- 2024-07-21 CVE Reserved
- 2024-07-21 CVE Published
- 2024-07-22 EPSS Updated
- 2024-11-25 CVE Updated
- ---------- Exploited in Wild
- ---------- KEV Due Date
- ---------- First Exploit
CWE
- CWE-502: Deserialization of Untrusted Data
CAPEC
References (1)
| URL | Tag | Source |
|---|---|---|
| https://research.jfrog.com/vulnerabilities/h2o-model-deserialization-rce-jfsa-2024-001035518 | Third Party Advisory |
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Affected Vendors, Products, and Versions
| Vendor | Product | Version | Other | Status | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Vendor | Product | Version | Other | Status | <-- --> | Vendor | Product | Version | Other | Status |
| Mvnrepository Search vendor "Mvnrepository" | H2o-core Search vendor "Mvnrepository" for product "H2o-core" | * | - |
Affected
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