CVE-2025-58756Public exploitNetwork attack vector

Command execution via unsafe checkpoint deserialization

Published Sep 8, 2025 · Updated Sep 9, 2025

Unsafe deserialization in MONAI 1.5.0 and earlier allows remote authenticated users to execute commands by loading a malicious checkpoint. CheckpointLoader passes the checkpoint to torch.load with weights_only=False, allowing pickle reducers in untrusted content to invoke operating-system commands during deserialization. Reachability requires an application workflow that accepts attacker-controlled checkpoint files; commands run with the hosting process's privileges.

CVSS severity8.8
High
EPSS probability0.74%
Next 30 days · Sep 16, 2026
Known exploitationUnconfirmed
Based on sourced intelligence
Hinoki checkNot available
Coverage for this vulnerability

See if you're affected

Explore vulnerability checks for your environment with Hinoki.

Book a demo

Summary

What happened

Unsafe deserialization in MONAI 1.5.0 and earlier allows remote authenticated users to execute commands by loading a malicious checkpoint. CheckpointLoader passes the checkpoint to torch.load with weights_only=False, allowing pickle reducers in untrusted content to invoke operating-system commands during deserialization. Reachability requires an application workflow that accepts attacker-controlled checkpoint files; commands run with the hosting process's privileges.

The record

CVE
CVE-2025-58756
Published
Sep 8, 2025
Updated
Sep 9, 2025
Vendor
Project MONAI
Product
MONAI
Classifications
CWE-502, T1203
Attack vector
network
Privileges
authenticated

Timeline

How it unfolded

  1. Sep 8, 2025CVE publishedPublication date reported by the CVE source.
  2. Sep 9, 2025Record updatedLatest update available in the CVE record.

Exploitability

Present is not the same as exploitable

Compare your product and version with the public record. A matching version still requires validation against your environment.

Is a vulnerable build present?

Compare these published version ranges with your installed build and any vendor patches.

  1. Affected versionversion=<= 1.5.0

What conditions does exploitation require?

Attack vectornetwork
Required privilegesauthenticated

What is affected?

Project MONAI · MONAIversion=<= 1.5.0

Published CVSS scores

8.8GitHub, Inc.CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H

CVSS describes severity. EPSS estimates exploitation probability.

Attacks

What attackers are doing with it

Daily unique IPs observed by Shadowserver honeypots for known exploited vulnerabilities (KEVs). Missing observations do not establish an absence of attacks.

Daily unique IPsNo honeypot observations are available for this CVE in the selected window.

No observations available

Sep 10, 2026Sep 16, 2026
Latest reporting daySep 16, 2026
Latest daily unique IPsUnavailable
Prior 30-day averageUnavailable
SourceShadowserver honeypots (KEV)
Vectornetwork
Privilegesauthenticated
Known exploitationUnconfirmed
Public exploitPublished

Weakness, pattern, technique

CWE-502Deserialization of Untrusted Data
T1203Exploitation for Client Execution

Public exploit references

Labels summarize the accepted research assessment. They do not indicate a test against your environment.

Technologies

Your stack

See the directory against your own environment.

Your stack

Check the software in your environment

Book a demo to see how Hinoki identifies affected software and validates exploitability in your environment.

Book a demo