Pytorch
Vendor:
First CVE: Nov 26, 2022 · Active for 3 years
31
Total CVEs
More Total CVEs than 96% of tracked products
7.8
Avg CVEs / Year
Higher CVE frequency than 93% of tracked products
6.3
Avg CVSS
Higher Avg CVSS than 26% of tracked products
0.0%
KEV Rate
Bottom 1%
Trends Over Time
The number and severity of CVEs published that impact Pytorch over time
Volume of CVEsAvg CVSS Base Score
First CVE
Nov 26, 2022
3 years ago
Most Recent CVE
Mar 22, 2026
123 days ago
CVE Severity & Scoring
Pytorch31 CVEs
10%
48%
32%
10%
All CVEs352,101 CVEs
45%
40%
11%
LowMediumHighCritical
Attack Vector
Local13 (41.9%)
Network18 (58.1%)
Unknown0 (0.0%)
Physical0 (0.0%)
Adjacent Network0 (0.0%)
Attack Complexity
Low29 (93.5%)
High2 (6.5%)
Unknown0 (0.0%)
User Interaction
None27 (87.1%)
Unknown0 (0.0%)
Required4 (12.9%)
Privileges Required
Low12 (38.7%)
High0 (0.0%)
None19 (61.3%)
Unknown0 (0.0%)
Top CVEs
Signals from CVEs in this product scope (31 CVEs).
31 CVEs · Highest risk first
| CVE | Published | CVSS | Risk | KEV | Exploit |
|---|---|---|---|---|---|
CVE-2026-24747HIGH PyTorch is a Python package that provides tensor computation. Prior to version 2.10.0, a vulnerability in PyTorch's `weights_only` unpickler allows an attacker to craft a malicious | Jan 27, 2026 | 8.8 | 34 | NO | NO |
CVE-2025-32434CRITICAL PyTorch is a Python package that provides tensor computation with strong GPU acceleration and deep neural networks built on a tape-based autograd system. In version 2.5.1 and prior | Apr 18, 2025 | 9.8 | 32 | NO | NO |
CVE-2022-45907CRITICAL In PyTorch before trunk/89695, torch.jit.annotations.parse_type_line can cause arbitrary code execution because eval is used unsafely. | Nov 26, 2022 | 9.8 | 32 | NO | NO |
CVE-2026-4538HIGH A vulnerability was identified in PyTorch 2.10.0. The affected element is an unknown function of the component pt2 Loading Handler. The manipulation leads to deserialization. The a | Mar 22, 2026 | 7.8 | 27 | NO | NO |
CVE-2025-55552HIGH pytorch v2.8.0 was discovered to display unexpected behavior when the components torch.rot90 and torch.randn_like are used together. | Sep 25, 2025 | 7.5 | 26 | NO | NO |
CVE-2024-48063CRITICAL In PyTorch <=2.4.1, the RemoteModule has Deserialization RCE. NOTE: this is disputed by multiple parties because this is intended behavior in PyTorch distributed computing. | Oct 29, 2024 | 9.8 | 26 | NO | NO |
CVE-2025-55560HIGH An issue in pytorch v2.7.0 can lead to a Denial of Service (DoS) when a PyTorch model consists of torch.Tensor.to_sparse() and torch.Tensor.to_dense() and is compiled by Inductor. | Sep 25, 2025 | 7.5 | 25 | NO | NO |
CVE-2025-55558HIGH A buffer overflow occurs in pytorch v2.7.0 when a PyTorch model consists of torch.nn.Conv2d, torch.nn.functional.hardshrink, and torch.Tensor.view-torch.mv() and is compiled by Ind | Sep 25, 2025 | 7.5 | 25 | NO | NO |
CVE-2025-55557HIGH A Name Error occurs in pytorch v2.7.0 when a PyTorch model consists of torch.cummin and is compiled by Inductor, leading to a Denial of Service (DoS). | Sep 25, 2025 | 7.5 | 25 | NO | NO |
CVE-2025-55553HIGH A syntax error in the component proxy_tensor.py of pytorch v2.7.0 allows attackers to cause a Denial of Service (DoS). | Sep 25, 2025 | 7.5 | 24 | NO | NO |
Exploit Exposure
Signals from CVEs in this product scope (31 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
Signals from CVEs in this product scope (31 CVEs).
Media Mentions
Signals from CVEs in this product scope (31 CVEs).
Top CNAs Publishing CVEs For Pytorch
Top CWEs
Versions
| Version | CVE Count | Avg CVSS | Avg EPSS | KEV | Exploits |
|---|---|---|---|---|---|
| 2.7.1 | 1 | 3.3 | 0.1% | 0 | 0 |
| 2.6.0\+cu124 | 1 | 5.5 | 0.2% | 0 | 0 |
| 2.6.0 | 9 | 5.1 | 0.2% | 0 | 0 |
| 2.5.0 | 1 | 3.3 | 0.1% | 0 | 0 |
| 2.10.0 | 1 | 7.8 | 0.2% | 0 | 0 |