๐Ÿ” CVE Alert

CVE-2026-76843

HIGH 7.8

Flair 0.15.0 and 0.15.1 Deserialization of Untrusted Data via ClusteringModel.load

CVSS Score
7.8
EPSS Score
0.0%
EPSS Percentile
0th

The official Flair wheels for 0.15.0 and 0.15.1 still contain flair/models/clustering.py, whose ClusteringModel.load static method returns pickle.loads(joblib.load(str(model_file))) and so executes arbitrary Python while loading a model file. Loading a model supplied by an attacker therefore runs that attacker's code with the privileges of the loading process. This is the same sink and the same file as CVE-2024-10073, which records 0.15.0 as the fixed version on the basis that clustering support was dropped in that release; the module was removed from the documented API but remains present in the distributed artifact and reachable by importing flair.models.clustering directly, so the earlier record's fixed version does not hold for the shipped package.

CWE CWE-502
Vendor flairnlp
Product flair
Published Aug 24, 2026
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CVSS v3 Breakdown

CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Attack Vector
Local
Attack Complexity
Low
Privileges Required
None
User Interaction
Required
Scope
Unchanged
Confidentiality
High
Integrity
High
Availability
High

Affected Versions

flairNLP / flair
0.15.0 โ‰ค 0.15.1

References

NVD โ†— CVE.org โ†— EPSS Data โ†—
github.com: https://github.com/flairNLP/flair github.com: https://github.com/flairNLP/flair/blob/v0.15.1/flair/models/clustering.py pypi.org: https://pypi.org/project/flair/0.15.1/ vulncheck.com: https://www.vulncheck.com/advisories/flair-and-deserialization-of-untrusted-data-via-clusteringmodel-load

Credits

Michael Holmquist