Baitaphish
Security intelligence
SearchLatest briefing
CVE Explorer

CVE-2026-31229

The Adversarial Robustness Toolbox (ART) thru 1.20.1 contains an insecure deserialization vulnerability (CWE-502) in its Kubeflow component's model loading functionality. When loading model weights from a file (e.g., model.pt) during robustness evaluation, the code uses torch.load() without the security-restrictive weights_only=True parameter. This allows the deserialization of arbitrary Python objects via the Pickle module. An attacker can exploit this by uploading a maliciously crafted model f
Lifecycle PUBLISHED1 preserved revisionFact urn:baitaphish:canonical-cve-fact-revision:v2:4e9aa651f828b2e97f765377db422cf9ee03325949c0c9c5262074305b0e3c1f
Known exploited
Not asserted
Disputed
No
Stale source
No
Conflicts
1

Preserved source conflicts

No provider value was silently selected as the winner.

cwe · 2 assertions

{"description":"n/a","lang":"en","type":"text"}

  • cve_program_cvelist_v5cwe
    urn:baitaphish:normalized-source-record:v2:fc7d52c2af61369f07a855a25a05a71d05aad8ffabf14782a77063de5f4edb67 · sha256:99770d593b888774… · /containers/cna/problemTypes/0/descriptions/0

{"cweId":"CWE-502","description":"CWE-502 Deserialization of Untrusted Data","lang":"en","type":"CWE"}

  • cve_program_cvelist_v5cwe
    urn:baitaphish:normalized-source-record:v2:fc7d52c2af61369f07a855a25a05a71d05aad8ffabf14782a77063de5f4edb67 · sha256:99770d593b888774… · /containers/adp/0/problemTypes/0/descriptions/0

Affected products and versions

1 source assertion
{"product":"n/a","vendor":"n/a","versions":[{"status":"affected","version":"n/a"}]}
  • cve_program_cvelist_v5affected
    urn:baitaphish:normalized-source-record:v2:fc7d52c2af61369f07a855a25a05a71d05aad8ffabf14782a77063de5f4edb67 · sha256:99770d593b888774… · /containers/cna/affected/0

Provider-owned CVSS observations

1 source assertion
{"metric":{"attackComplexity":"LOW","attackVector":"NETWORK","availabilityImpact":"HIGH","baseScore":9.8,"baseSeverity":"CRITICAL","confidentialityImpact":"HIGH","integrityImpact":"HIGH","privilegesRequired":"NONE","scope":"UNCHANGED","userInteraction":"NONE","vectorString":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H","version":"3.1"},"metric_type":"cvssV3_1"}
  • cve_program_cvelist_v5cvss
    urn:baitaphish:normalized-source-record:v2:fc7d52c2af61369f07a855a25a05a71d05aad8ffabf14782a77063de5f4edb67 · sha256:99770d593b888774… · /containers/adp/0/metrics/0/cvssV3_1

CWE assertions

2 source assertions
{"description":"n/a","lang":"en","type":"text"}
  • cve_program_cvelist_v5cwe
    urn:baitaphish:normalized-source-record:v2:fc7d52c2af61369f07a855a25a05a71d05aad8ffabf14782a77063de5f4edb67 · sha256:99770d593b888774… · /containers/cna/problemTypes/0/descriptions/0
{"cweId":"CWE-502","description":"CWE-502 Deserialization of Untrusted Data","lang":"en","type":"CWE"}
  • cve_program_cvelist_v5cwe
    urn:baitaphish:normalized-source-record:v2:fc7d52c2af61369f07a855a25a05a71d05aad8ffabf14782a77063de5f4edb67 · sha256:99770d593b888774… · /containers/adp/0/problemTypes/0/descriptions/0

Source references

2 source assertions
{"url":"https://github.com/Trusted-AI/adversarial-robustness-toolbox"}
  • cve_program_cvelist_v5reference
    urn:baitaphish:normalized-source-record:v2:fc7d52c2af61369f07a855a25a05a71d05aad8ffabf14782a77063de5f4edb67 · sha256:99770d593b888774… · /containers/cna/references/0
{"url":"https://www.notion.so/CVE-2026-31229-35d1e13931888172863dcc20beeb6b70"}
  • cve_program_cvelist_v5reference
    urn:baitaphish:normalized-source-record:v2:fc7d52c2af61369f07a855a25a05a71d05aad8ffabf14782a77063de5f4edb67 · sha256:99770d593b888774… · /containers/cna/references/1

Attribution and limitations

  • CVE Program CVEList V5: Reproduce the MITRE copyright designation and CVE license in copies. Source →

Provider severity values are preserved separately. Baitaphish does not convert them into a risk rating, infer affected products, or treat EPSS as observed exploitation.

← Back to CVE Explorer