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CVE-2020-28975

Description

svm_predict_values in svm.cpp in Libsvm v324, as used in scikit-learn 0.23.2 and other products, allows attackers to cause a denial of service (segmentation fault) via a crafted model SVM (introduced via pickle, json, or any other model permanence standard) with a large value in the _n_support array. NOTE: the scikit-learn vendor's position is that the behavior can only occur if the library's API is violated by an application that changes a private attribute.

POC

Reference

- http://packetstormsecurity.com/files/160281/SciKit-Learn-0.23.2-Denial-Of-Service.html

- https://github.com/scikit-learn/scikit-learn/issues/18891

Github

- https://github.com/Jasonyu77/ai-vuln-analysis

- https://github.com/Live-Hack-CVE/CVE-2020-28975

- https://github.com/fkie-cad/nvd-json-data-feeds