AI Threat Alert

PyTorch Vulnerabilities

pip ML Libraries

85

Risk Score

40

Total CVEs

7

Critical

pip

Ecosystem

May 12, 2026

Last CVE

7%

Patch Rate

142d

Avg Time to Patch

99,950 stars 27,807 forks 18,504 issues 21,908 dependents Last push May 17, 2026

OpenSSF Scorecard 6.4/10

Known Vulnerabilities (40 total, page 1 of 2)

Severity CVE ID Summary CVSS Published

HIGH CVE-2026-31224 snorkel: RCE via unsafe model deserialization 8.8 May 12, 2026 HIGH CVE-2026-31222 snorkel: RCE via insecure model checkpoint loading 8.8 May 12, 2026 HIGH CVE-2026-31253 flash-attention: RCE via unsafe checkpoint deserialization 7.3 May 11, 2026 HIGH CVE-2026-24747 pytorch: Code Injection enables RCE 8.8 Jan 27, 2026 LOW CVE-2025-63396 pytorch: security flaw enables exploitation 3.3 Nov 12, 2025 HIGH CVE-2025-55560 PyTorch: DoS via sparse/dense tensor Inductor compile 7.5 Sep 25, 2025 HIGH CVE-2025-55558 PyTorch: Inductor compiler buffer overflow causes DoS 7.5 Sep 25, 2025 HIGH CVE-2025-55557 PyTorch: DoS via cummin+Inductor NameError in 2.7.0 7.5 Sep 25, 2025 MEDIUM CVE-2025-55554 PyTorch: integer overflow in nan_to_num causes DoS 5.3 Sep 25, 2025 HIGH CVE-2025-55553 PyTorch 2.7.0: DoS via proxy_tensor.py syntax error 7.5 Sep 25, 2025 HIGH CVE-2025-55552 PyTorch: integer overflow in rot90+randn_like causes DoS 7.5 Sep 25, 2025 HIGH CVE-2025-55551 PyTorch: DoS in linalg.lu via malformed slice op 7.5 Sep 25, 2025 MEDIUM CVE-2025-46153 PyTorch: Dropout inconsistency enables membership inference 5.3 Sep 25, 2025 MEDIUM CVE-2025-46152 PyTorch: OOB write causes incorrect bitwise shift results 5.3 Sep 25, 2025 MEDIUM CVE-2025-46150 PyTorch: torch.compile silent output inconsistency 5.3 Sep 25, 2025 MEDIUM CVE-2025-46149 PyTorch: reachable assertion in nn.Fold with inductor 5.3 Sep 25, 2025 MEDIUM CVE-2025-46148 PyTorch: PairwiseDistance silent miscalculation, integrity risk 5.3 Sep 25, 2025 CRITICAL CVE-2025-32434 PyTorch: RCE bypasses weights_only=True safe-load guard 9.8 Apr 18, 2025 MEDIUM CVE-2025-3730 PyTorch: DoS via ctc_loss resource mishandling 5.5 Apr 16, 2025 LOW CVE-2025-3136 PyTorch: memory corruption in CUDA caching allocator 3.3 Apr 3, 2025 MEDIUM CVE-2025-3121 PyTorch: memory corruption in JIT flatbuffer loader 5.5 Apr 2, 2025 MEDIUM CVE-2025-3001 PyTorch: lstm_cell memory corruption, local code exec 5.3 Mar 31, 2025 MEDIUM CVE-2025-3000 PyTorch: memory corruption in torch.jit.script compiler 5.3 Mar 31, 2025 MEDIUM CVE-2025-2999 PyTorch: memory corruption in RNN sequence unpacking 5.3 Mar 31, 2025 MEDIUM CVE-2025-2998 PyTorch: memory corruption in RNN pad_packed_sequence 5.3 Mar 31, 2025

Showing 1–25 of 40

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