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Scipy

First CVE: Nov 4, 2019Active for: 7 yearsTotal CVEs: 3

SciPy is a widely used Python scientific-computing library that, despite a narrow product scope, is embedded across research, data analysis, and machine-learning workflows where it provides numerical algorithms and statistical functions. Its observed vulnerability classes—including improper privilege management, memory-safety issues such as use-after-free and memory leaks, and other implementation flaws—reflect the complexity of C-based numerical code and the interface boundary between Python and native extensions. Live severity, exploitation, and exposure counts are shown alongside this summary.

FAUCET AI Generated
3
Total CVEs
More Total CVEs than 72% of tracked vendors
1.5
Avg CVEs / Product / Year
More Avg CVEs / Product / Year than 76% of tracked vendors
7.7
Avg CVSS Score
Higher Avg CVSS Score than 73% of tracked vendors
0.0%
In CISA KEV
Bottom 1%

Trends Over Time

The number and severity of CVEs published that impact products developed by Scipy over time

Volume of CVEsAvg CVSS Base Score
First CVE
Nov 4, 2019
6 years ago
Most Recent CVE
Jul 6, 2023
1,114 days ago

Products(1 total)

Top CVEs

Signals from CVEs in this vendor scope (3 CVEs).

3 CVEs · Highest risk first

CVEPublishedCVSSRiskKEVExploit
CVE-2023-29824CRITICAL
A use-after-free issue was discovered in Py_FindObjects() function in SciPy versions prior to 1.8.0. NOTE: the vendor and discoverer indicate that this is not a security issue.
Jul 6, 20239.831NONO
CVE-2013-4251HIGH
The scipy.weave component in SciPy before 0.12.1 creates insecure temporary directories.
Nov 4, 20197.820NONO
CVE-2023-25399MEDIUM
A refcounting issue which leads to potential memory leak was discovered in scipy commit 8627df31ab in Py_FindObjects() function. Note: This is disputed as a bug and not a vulnerabi
Jul 5, 20235.516NONO
View all 3 CVEs →

CVE Severity & Scoring

Severity distribution of CVEs that affect this vendor's products3 CVEs
33%
33%
33%
Severity distribution among all CVEs352,294 CVEs
45%
40%
11%
MediumHighCritical
Attack Vector
Local2 (66.7%)
Network1 (33.3%)
Unknown0 (0.0%)
Physical0 (0.0%)
Adjacent Network0 (0.0%)
Attack Complexity
Low3 (100.0%)
High0 (0.0%)
Unknown0 (0.0%)
User Interaction
None3 (100.0%)
Unknown0 (0.0%)
Required0 (0.0%)
Privileges Required
Low2 (66.7%)
High0 (0.0%)
None1 (33.3%)
Unknown0 (0.0%)

Exploit Exposure

Signals from CVEs in this vendor scope (3 CVEs).

CISA KEV
0 CVEs
0.0% of CVEs· Bottom 1%
Metasploit
0 CVEs
0.0% of CVEs· Bottom 1%
Nuclei
0 CVEs
0.0% of CVEs· Bottom 1%
ExploitDB
0 CVEs
0.0% of CVEs· Bottom 1%

Social Chatter

An overview of all social media posts that mention a CVE ID that affects a product developed by Scipy.

Media Mentions

Media articles that mention a CVE ID that affects a product developed by Scipy — matched by CVE ID, not by vendor name.

Top CNAs Publishing CVEs For Scipy's Products

View all 2 CNAs →

Top CWEs