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CVE-2025-1550: Arbitrary Code Execution via Crafted Keras Config for Model Loading
7.3
CVSS
Description
The Keras Model.load_model function permits arbitrary code execution, even with safe_mode=True, through a manually constructed, malicious .keras archive. By altering the config.json file within the archive, an attacker can specify arbitrary Python modules and functions, along with their arguments, to be loaded and executed during model loading.
Classification
CVE ID: CVE-2025-1550
CVSS Base Severity: HIGH
CVSS Base Score: 7.3
CVSS Vector: CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:A/VC:H/VI:H/VA:H/SC:H/SI:H/SA:H
Affected Products
Vendor: Google
Product: Keras
Exploit Prediction Scoring System (EPSS)
EPSS Score: 0.01% (probability of being exploited)
EPSS Percentile: 0.47% (scored less or equal to compared to others)
EPSS Date: 2025-04-09 (when was this score calculated)
References
https://nvd.nist.gov/vuln/detail/CVE-2025-1550https://github.com/keras-team/keras/pull/20751