CVE-2025-63397: Improper input validation in OneFlow v0.9.0 allows attackers to cause a segmentation fault via adding a Pyt...
Improper input validation in OneFlow v0.9.0 allows attackers to cause a segmentation fault via adding a Python sequence to the native code during broadcasting/type conversion.
Security readout for executives and security teams
Plain-English summary
This CVE describes a crash condition in OneFlow v0.9.0. A malformed or unexpected Python sequence can reach native broadcasting/type-conversion code and cause a segmentation fault. The main business concern is service disruption in systems that expose OneFlow processing to untrusted input; the provided sources do not show active exploitation.
Executive priority
Treat as a moderate operational risk for exposed ML services. Prioritize inventory and exposure reduction first, then vendor-guided remediation. It is less urgent than confirmed exploited or privilege-escalation issues, but reachable crash paths can still affect service reliability.
Technical view
CVE-2025-63397 is CWE-20 improper input validation in OneFlow v0.9.0. During broadcasting/type conversion, adding a Python sequence to native code can trigger a segmentation fault. CVSS 3.1 is 6.5 with network, low-complexity, no-auth, no-user-interaction characteristics, with low confidentiality and availability impact.
Likely exposure
Exposure is most likely in applications, services, notebooks, or ML pipelines using OneFlow v0.9.0 where external or user-controlled data can influence tensor operations, broadcasting, or type conversion. The CVE affected-product metadata is incomplete, so version confirmation is essential.
Exploitation context
The source bundle does not identify exploitation in the wild, and the CVE is not listed as KEV. The public description supports a denial-of-service style crash risk, with possible low confidentiality impact as reflected by CVSS. No weaponized exploit status is supported by the provided evidence.
Researcher notes
Evidence is limited to the CVE description, CVSS vector, CWE-20 classification, and linked OneFlow issue/repository. The affected field is listed as n/a despite the description naming OneFlow v0.9.0. No patch, commit, workaround, or active exploitation claim is present in the provided bundle.
Mitigation direction
Inventory all OneFlow deployments and confirm whether v0.9.0 is present.
Review OneFlow issue 10666 and vendor releases for fixed-version guidance.
Reduce exposure where untrusted inputs reach OneFlow processing paths.
Prioritize vendor-supported updates once a fixed release is identified.
Validation and detection
Check dependency manifests, containers, and notebooks for OneFlow v0.9.0.
Map external input paths into OneFlow broadcasting or type-conversion operations.
Review logs for unexplained segmentation faults in OneFlow-based services.
Monitor the CVE record and OneFlow issue for remediation updates.
Generated from the cited source records. This long-tail analysis has not been individually reviewed by a named human.
Potential ATT&CK relevance
Conservative CVE-to-ATT&CK context
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ATT&CK lookup starting points
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cwe · low confidence lookup
CWE-20: Exact CWE lookup
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CWE links open Glexia weakness intelligence pages with official CWE context, developer remediation guidance, and related CVE mappings.
CWE-20 · source CWE mapping
Improper Input Validation
Improper Input Validation represents a recurring weakness pattern that can create exploitable paths when design, validation, or implementation controls are missing.