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Horovod

First CVE: Mar 24, 2022Active for: 4 yearsTotal CVEs: 2

Horovod is a distributed deep-learning framework that facilitates parallel training across multiple GPUs and nodes, with its vulnerability footprint concentrated in the core library. Observed weakness classes center on deserialization of untrusted data, resource exposure across trust boundaries, and insecure temporary file handling—issues characteristic of a framework that orchestrates communication and I/O across distributed compute environments. Current CVE counts, severity distribution, and exploitation activity are shown alongside this summary.

FAUCET AI Generated
2
Total CVEs
More Total CVEs than 56% of tracked vendors
1.0
Avg CVEs / Product / Year
More Avg CVEs / Product / Year than 12% of tracked vendors
8.7
Avg CVSS Score
Higher Avg CVSS Score than 83% 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 Horovod over time

Volume of CVEsAvg CVSS Base Score
First CVE
Mar 24, 2022
4 years ago
Most Recent CVE
Mar 20, 2025
491 days ago

Products(1 total)

Top CVEs

Signals from CVEs in this vendor scope (2 CVEs).

2 CVEs · Highest risk first

CVEPublishedCVSSRiskKEVExploit
CVE-2024-10190CRITICAL
Horovod versions up to and including v0.28.1 are vulnerable to unauthenticated remote code execution. The vulnerability is due to improper handling of base64-encoded data in the `E
Mar 20, 20259.826NONO
CVE-2022-0315HIGH
Insecure Temporary File in GitHub repository horovod/horovod prior to 0.24.0.
Mar 24, 20227.519NONO
View all 2 CVEs →

CVE Severity & Scoring

Severity distribution of CVEs that affect this vendor's products2 CVEs
50%
50%
Severity distribution among all CVEs352,231 CVEs
45%
40%
11%
HighCritical
Attack Vector
Local0 (0.0%)
Network2 (100.0%)
Unknown0 (0.0%)
Physical0 (0.0%)
Adjacent Network0 (0.0%)
Attack Complexity
Low2 (100.0%)
High0 (0.0%)
Unknown0 (0.0%)
User Interaction
None2 (100.0%)
Unknown0 (0.0%)
Required0 (0.0%)
Privileges Required
Low0 (0.0%)
High0 (0.0%)
None2 (100.0%)
Unknown0 (0.0%)

Exploit Exposure

Signals from CVEs in this vendor scope (2 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 Horovod.

Media Mentions

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

Top CNAs Publishing CVEs For Horovod's Products

View all 1 CNAs →

Top CWEs