CVE-2020-28975

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.
Configurations

Configuration 1 (hide)

cpe:2.3:a:scikit-learn:scikit-learn:*:*:*:*:*:*:*:*

History

21 Nov 2024, 05:23

Type Values Removed Values Added
References () http://packetstormsecurity.com/files/160281/SciKit-Learn-0.23.2-Denial-Of-Service.html - Exploit, Third Party Advisory, VDB Entry () http://packetstormsecurity.com/files/160281/SciKit-Learn-0.23.2-Denial-Of-Service.html - Exploit, Third Party Advisory, VDB Entry
References () http://seclists.org/fulldisclosure/2020/Nov/44 - Mailing List, Third Party Advisory () http://seclists.org/fulldisclosure/2020/Nov/44 - Mailing List, Third Party Advisory
References () https://github.com/cjlin1/libsvm/blob/9a3a9708926dec87d382c43b203f2ca19c2d56a0/svm.cpp#L2501 - Exploit, Third Party Advisory () https://github.com/cjlin1/libsvm/blob/9a3a9708926dec87d382c43b203f2ca19c2d56a0/svm.cpp#L2501 - Exploit, Third Party Advisory
References () https://github.com/scikit-learn/scikit-learn/commit/1bf13d567d3cd74854aa8343fd25b61dd768bb85 - Patch, Third Party Advisory () https://github.com/scikit-learn/scikit-learn/commit/1bf13d567d3cd74854aa8343fd25b61dd768bb85 - Patch, Third Party Advisory
References () https://github.com/scikit-learn/scikit-learn/issues/18891 - Exploit, Issue Tracking, Third Party Advisory () https://github.com/scikit-learn/scikit-learn/issues/18891 - Exploit, Issue Tracking, Third Party Advisory
References () https://security.gentoo.org/glsa/202301-03 - Third Party Advisory () https://security.gentoo.org/glsa/202301-03 - Third Party Advisory

07 Nov 2023, 03:21

Type Values Removed Values Added
Summary ** DISPUTED ** 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. 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.

Information

Published : 2020-11-21 21:15

Updated : 2024-11-21 05:23


NVD link : CVE-2020-28975

Mitre link : CVE-2020-28975

CVE.ORG link : CVE-2020-28975


JSON object : View

Products Affected

scikit-learn

  • scikit-learn