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osv_ghsa
osv_ghsa
•added 2025/09/09 9:19 p.m.•32 views

GHSA-6VM5-6JV9-RJPJ MONAI: Unsafe torch usage may lead to arbitrary code execution

Summary In modeldict = torch.loadfullpath, maplocation=torch.devicedevice, weightsonly=True in monai/bundle/scripts.py , weightsonly=True is loaded securely. However, insecure loading methods still exist elsewhere in the project, such as when loading checkpoints. This is a common practice when...

8.8CVSS6.4AI score0.0075EPSS
SaveExploits1References6
Github Security Blog
Github Security Blog
•added 2025/09/09 9:19 p.m.•38 views

MONAI: Unsafe torch usage may lead to arbitrary code execution

Summary In modeldict = torch.loadfullpath, maplocation=torch.devicedevice, weightsonly=True in monai/bundle/scripts.py , weightsonly=True is loaded securely. However, insecure loading methods still exist elsewhere in the project, such as when loading checkpoints. This is a common practice when...

8.8CVSS6.4AI score0.0075EPSS
SaveExploits1References6Affected Software1
NVD
NVD
•added 2025/09/09 12:15 a.m.•31 views

CVE-2025-58756

MONAI Medical Open Network for AI is an AI toolkit for health care imaging. In versions up to and including 1.5.0, in modeldict = torch.loadfullpath, maplocation=torch.devicedevice, weightsonly=True in monai/bundle/scripts.py , weightsonly=True is loaded securely. However, insecure loading method...

8.8CVSS0.0075EPSS
SaveExploits1References1
PyPA
PyPA
•added 2025/09/09 12:15 a.m.•27 views

PYSEC-2025-141

MONAI Medical Open Network for AI is an AI toolkit for health care imaging. In versions up to and including 1.5.0, in modeldict = torch.loadfullpath, maplocation=torch.devicedevice, weightsonly=True in monai/bundle/scripts.py , weightsonly=True is loaded securely. However, insecure loading method...

8.8CVSS6.1AI score0.0075EPSS
SaveExploits1References1Affected Software1
Mend
Mend
•added 2025/09/08 11:39 p.m.•13 views

CVE-2025-58756

MONAI Medical Open Network for AI is an AI toolkit for health care imaging. In versions up to and including 1.5.0, in "modeldict = torch.loadfullpath, maplocation=torch.devicedevice, weightsonly=True" in monai/bundle/scripts.py , "weightsonly=True" is loaded securely. However, insecure loading...

8.8CVSS6AI score0.0075EPSS
SaveExploits1References7
osv_cve
osv_cve
•added 2025/09/08 11:39 p.m.•35 views

CVE-2025-58756 MONAI's unsafe torch usage may lead to arbitrary code execution

MONAI Medical Open Network for AI is an AI toolkit for health care imaging. In versions up to and including 1.5.0, in modeldict = torch.loadfullpath, maplocation=torch.devicedevice, weightsonly=True in monai/bundle/scripts.py , weightsonly=True is loaded securely. However, insecure loading method...

8.8CVSS6AI score0.0075EPSS
SaveExploits1References3
Vulnrichment
Vulnrichment
•added 2025/09/08 11:39 p.m.•2 views

CVE-2025-58756 MONAI's unsafe torch usage may lead to arbitrary code execution

MONAI Medical Open Network for AI is an AI toolkit for health care imaging. In versions up to and including 1.5.0, in modeldict = torch.loadfullpath, maplocation=torch.devicedevice, weightsonly=True in monai/bundle/scripts.py , weightsonly=True is loaded securely. However, insecure loading method...

8.8CVSS6AI score0.0075EPSS
SaveExploits1References1
CNVD
CNVD
•added 2021/11/24 12:00 a.m.•126 views

Google TensorFlow Data Falsification Issue Vulnerability

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. Google TensorFlow suffers from a data forgery vulnerability that stems from a lack of validation of invalid file formats in the checkpoint loading infrastructure, which can be exploited by an...

7.8CVSS7.3AI score0.00189EPSS
SaveExploits0References1
Github Security Blog
Github Security Blog
•added 2021/11/10 7:12 p.m.•49 views

Missing validation during checkpoint loading

Impact An attacker can trigger undefined behavior, integer overflows, segfaults and CHECK-fail crashes if they can change saved checkpoints from outside of TensorFlow. This is because the checkpoints loading infrastructure is missing validation for invalid file formats. Patches We have patched th...

7.8CVSS1.8AI score0.00189EPSS
SaveExploits0References10Affected Software3
osv_ghsa
osv_ghsa
•added 2021/11/10 7:12 p.m.•24 views

GHSA-7PXJ-M4JF-R6H2 Missing validation during checkpoint loading

Impact An attacker can trigger undefined behavior, integer overflows, segfaults and CHECK-fail crashes if they can change saved checkpoints from outside of TensorFlow. This is because the checkpoints loading infrastructure is missing validation for invalid file formats. Patches We have patched th...

8.5CVSS7.1AI score0.00189EPSS
SaveExploits0References10
PyPA
PyPA
•added 2021/11/05 9:15 p.m.•20 views

PYSEC-2021-613

TensorFlow is an open source platform for machine learning. In affected versions an attacker can trigger undefined behavior, integer overflows, segfaults and CHECK-fail crashes if they can change saved checkpoints from outside of TensorFlow. This is because the checkpoints loading infrastructure ...

7.8CVSS6.9AI score0.00189EPSS
SaveExploits0References5Affected Software1
osv_pysec
osv_pysec
•added 2021/11/05 9:15 p.m.•26 views

PYSEC-2021-613

TensorFlow is an open source platform for machine learning. In affected versions an attacker can trigger undefined behavior, integer overflows, segfaults and CHECK-fail crashes if they can change saved checkpoints from outside of TensorFlow. This is because the checkpoints loading infrastructure ...

7.8CVSS2.7AI score0.00189EPSS
SaveExploits0References5
osv_pysec
osv_pysec
•added 2021/11/05 9:15 p.m.•23 views

PYSEC-2021-811

TensorFlow is an open source platform for machine learning. In affected versions an attacker can trigger undefined behavior, integer overflows, segfaults and CHECK-fail crashes if they can change saved checkpoints from outside of TensorFlow. This is because the checkpoints loading infrastructure ...

7.8CVSS5.9AI score0.00189EPSS
SaveExploits0References5
attackerkb
attackerkb
•added 2021/11/05 9:15 p.m.•24 views

CVE-2021-41203

TensorFlow is an open source platform for machine learning. In affected versions an attacker can trigger undefined behavior, integer overflows, segfaults and CHECK-fail crashes if they can change saved checkpoints from outside of TensorFlow. This is because the checkpoints loading infrastructure ...

7.8CVSS7.1AI score0.00189EPSS
SaveExploits0References6Affected Software1
PyPA
PyPA
•added 2021/11/05 9:15 p.m.•14 views

PYSEC-2021-396

TensorFlow is an open source platform for machine learning. In affected versions an attacker can trigger undefined behavior, integer overflows, segfaults and CHECK-fail crashes if they can change saved checkpoints from outside of TensorFlow. This is because the checkpoints loading infrastructure ...

7.8CVSS6.9AI score0.00189EPSS
SaveExploits0References5Affected Software1
osv_pysec
osv_pysec
•added 2021/11/05 9:15 p.m.•27 views

PYSEC-2021-396

TensorFlow is an open source platform for machine learning. In affected versions an attacker can trigger undefined behavior, integer overflows, segfaults and CHECK-fail crashes if they can change saved checkpoints from outside of TensorFlow. This is because the checkpoints loading infrastructure ...

7.8CVSS7.1AI score0.00189EPSS
SaveExploits0References5
Prion
Prion
•added 2021/11/05 9:15 p.m.•29 views

Integer overflow

TensorFlow is an open source platform for machine learning. In affected versions an attacker can trigger undefined behavior, integer overflows, segfaults and CHECK-fail crashes if they can change saved checkpoints from outside of TensorFlow. This is because the checkpoints loading infrastructure ...

4.6CVSS7.5AI score0.00189EPSS
SaveExploits0References5Affected Software1
PyPA
PyPA
•added 2021/11/05 9:15 p.m.•17 views

PYSEC-2021-811

TensorFlow is an open source platform for machine learning. In affected versions an attacker can trigger undefined behavior, integer overflows, segfaults and CHECK-fail crashes if they can change saved checkpoints from outside of TensorFlow. This is because the checkpoints loading infrastructure ...

7.8CVSS6.9AI score0.00189EPSS
SaveExploits0References5Affected Software1
Debian CVE
Debian CVE
•added 2021/11/05 9:05 p.m.•26 views

CVE-2021-41203

TensorFlow is an open source platform for machine learning. In affected versions an attacker can trigger undefined behavior, integer overflows, segfaults and CHECK-fail crashes if they can change saved checkpoints from outside of TensorFlow. This is because the checkpoints loading infrastructure ...

7.8CVSS7AI score0.00189EPSS
SaveExploits0
Rapid7 Vulnerability Database (full)
Rapid7 Vulnerability Database (full)
•added 2021/11/05 12:00 a.m.•7 views

CVE-2021-41203: Insufficient Verification of Data Authenticity

TensorFlow is an open source platform for machine learning. In affected versions an attacker can trigger undefined behavior, integer overflows, segfaults and CHECK-fail crashes if they can change saved checkpoints from outside of TensorFlow. This is because the checkpoints loading infrastructure ...

7.8CVSS5.7AI score0.00189EPSS
SaveExploits0References3
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