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4 vulnerabilities by flairNLP
CVE-2026-76843 (GCVE-0-2026-76843)
Vulnerability from nvd – Published: 2026-08-24 13:12 – Updated: 2026-08-28 15:18
VLAI
EPSS
VEX
Title
Flair 0.15.0 and 0.15.1 Deserialization of Untrusted Data via ClusteringModel.load
Summary
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.
Severity
SSVC
Exploitation: none
Automatable: no
Technical Impact: total
CISA Coordinator · CISA-ADP (v2.0.3)
Decision recorded 2026-08-24 19:00 UTC
CWE
- CWE-502 - Deserialization of Untrusted Data
Assigner
References
4 references
| URL | Tags |
|---|---|
| https://github.com/flairNLP/flair | product |
| https://github.com/flairNLP/flair/blob/v0.14.0/fl… | technical-description |
| https://pypi.org/project/flair/0.15.1/ | product |
| https://www.vulncheck.com/advisories/flair-and-de… | third-party-advisory |
Impacted products
Date Public
2026-08-07 00:00
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CVE-2024-10073 (GCVE-0-2024-10073)
Vulnerability from nvd – Published: 2024-10-17 16:31 – Updated: 2024-10-17 18:35
VLAI
EPSS
VEX
Title
flairNLP flair Mode File Loader clustering.py ClusteringModel code injection
Summary
A vulnerability, which was classified as critical, was found in flairNLP flair 0.14.0. Affected is the function ClusteringModel of the file flair\models\clustering.py of the component Mode File Loader. The manipulation leads to code injection. It is possible to launch the attack remotely. The complexity of an attack is rather high. The exploitability is told to be difficult. The exploit has been disclosed to the public and may be used. The vendor was contacted early about this disclosure but did not respond in any way.
Severity
SSVC
Exploitation: none
Automatable: no
Technical Impact: partial
CISA Coordinator · CISA-ADP (v2.0.3)
Decision recorded 2024-10-17 18:30 UTC
CWE
- CWE-94 - Code Injection
Assigner
References
5 references
| URL | Tags |
|---|---|
| https://vuldb.com/?id.280722 | vdb-entrytechnical-description |
| https://vuldb.com/?ctiid.280722 | signaturepermissions-required |
| https://vuldb.com/?submit.420055 | third-party-advisory |
| https://github.com/bayuncao/vul-cve-20 | related |
| https://github.com/bayuncao/vul-cve-20/blob/main/PoC.py | exploit |
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CVE-2026-76843 (GCVE-0-2026-76843)
Vulnerability from cvelistv5 – Published: 2026-08-24 13:12 – Updated: 2026-08-28 15:18
VLAI
EPSS
VEX
Title
Flair 0.15.0 and 0.15.1 Deserialization of Untrusted Data via ClusteringModel.load
Summary
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.
Severity
SSVC
Exploitation: none
Automatable: no
Technical Impact: total
CISA Coordinator · CISA-ADP (v2.0.3)
Decision recorded 2026-08-24 19:00 UTC
CWE
- CWE-502 - Deserialization of Untrusted Data
Assigner
References
4 references
| URL | Tags |
|---|---|
| https://github.com/flairNLP/flair | product |
| https://github.com/flairNLP/flair/blob/v0.14.0/fl… | technical-description |
| https://pypi.org/project/flair/0.15.1/ | product |
| https://www.vulncheck.com/advisories/flair-and-de… | third-party-advisory |
Impacted products
Date Public
2026-08-07 00:00
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CVE-2024-10073 (GCVE-0-2024-10073)
Vulnerability from cvelistv5 – Published: 2024-10-17 16:31 – Updated: 2024-10-17 18:35
VLAI
EPSS
VEX
Title
flairNLP flair Mode File Loader clustering.py ClusteringModel code injection
Summary
A vulnerability, which was classified as critical, was found in flairNLP flair 0.14.0. Affected is the function ClusteringModel of the file flair\models\clustering.py of the component Mode File Loader. The manipulation leads to code injection. It is possible to launch the attack remotely. The complexity of an attack is rather high. The exploitability is told to be difficult. The exploit has been disclosed to the public and may be used. The vendor was contacted early about this disclosure but did not respond in any way.
Severity
SSVC
Exploitation: none
Automatable: no
Technical Impact: partial
CISA Coordinator · CISA-ADP (v2.0.3)
Decision recorded 2024-10-17 18:30 UTC
CWE
- CWE-94 - Code Injection
Assigner
References
5 references
| URL | Tags |
|---|---|
| https://vuldb.com/?id.280722 | vdb-entrytechnical-description |
| https://vuldb.com/?ctiid.280722 | signaturepermissions-required |
| https://vuldb.com/?submit.420055 | third-party-advisory |
| https://github.com/bayuncao/vul-cve-20 | related |
| https://github.com/bayuncao/vul-cve-20/blob/main/PoC.py | exploit |
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"value": "A vulnerability, which was classified as critical, was found in flairNLP flair 0.14.0. Affected is the function ClusteringModel of the file flair\\models\\clustering.py of the component Mode File Loader. The manipulation leads to code injection. It is possible to launch the attack remotely. The complexity of an attack is rather high. The exploitability is told to be difficult. The exploit has been disclosed to the public and may be used. The vendor was contacted early about this disclosure but did not respond in any way."
},
{
"lang": "de",
"value": "Es wurde eine Schwachstelle in flairNLP flair 0.14.0 gefunden. Sie wurde als kritisch eingestuft. Es geht dabei um die Funktion ClusteringModel der Datei flair\\models\\clustering.py der Komponente Mode File Loader. Mit der Manipulation mit unbekannten Daten kann eine code injection-Schwachstelle ausgenutzt werden. Der Angriff kann \u00fcber das Netzwerk passieren. Die Komplexit\u00e4t eines Angriffs ist eher hoch. Sie gilt als schwierig auszunutzen. Der Exploit steht zur \u00f6ffentlichen Verf\u00fcgung."
}
],
"metrics": [
{
"cvssV4_0": {
"baseScore": 6.3,
"baseSeverity": "MEDIUM",
"vectorString": "CVSS:4.0/AV:N/AC:H/AT:N/PR:N/UI:N/VC:L/VI:L/VA:L/SC:N/SI:N/SA:N",
"version": "4.0"
}
},
{
"cvssV3_1": {
"baseScore": 5,
"baseSeverity": "MEDIUM",
"vectorString": "CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:L/I:L/A:L",
"version": "3.1"
}
},
{
"cvssV3_0": {
"baseScore": 5,
"baseSeverity": "MEDIUM",
"vectorString": "CVSS:3.0/AV:N/AC:H/PR:N/UI:R/S:U/C:L/I:L/A:L",
"version": "3.0"
}
},
{
"cvssV2_0": {
"baseScore": 5.1,
"vectorString": "AV:N/AC:H/Au:N/C:P/I:P/A:P",
"version": "2.0"
}
}
],
"problemTypes": [
{
"descriptions": [
{
"cweId": "CWE-94",
"description": "Code Injection",
"lang": "en",
"type": "CWE"
}
]
}
],
"providerMetadata": {
"dateUpdated": "2024-10-17T16:31:08.443Z",
"orgId": "1af790b2-7ee1-4545-860a-a788eba489b5",
"shortName": "VulDB"
},
"references": [
{
"name": "VDB-280722 | flairNLP flair Mode File Loader clustering.py ClusteringModel code injection",
"tags": [
"vdb-entry",
"technical-description"
],
"url": "https://vuldb.com/?id.280722"
},
{
"name": "VDB-280722 | CTI Indicators (IOB, IOC, TTP, IOA)",
"tags": [
"signature",
"permissions-required"
],
"url": "https://vuldb.com/?ctiid.280722"
},
{
"name": "Submit #420055 | flairNLP flair v0.14.0 Code Injection",
"tags": [
"third-party-advisory"
],
"url": "https://vuldb.com/?submit.420055"
},
{
"tags": [
"related"
],
"url": "https://github.com/bayuncao/vul-cve-20"
},
{
"tags": [
"exploit"
],
"url": "https://github.com/bayuncao/vul-cve-20/blob/main/PoC.py"
}
],
"timeline": [
{
"lang": "en",
"time": "2024-10-17T00:00:00.000Z",
"value": "Advisory disclosed"
},
{
"lang": "en",
"time": "2024-10-17T02:00:00.000Z",
"value": "VulDB entry created"
},
{
"lang": "en",
"time": "2024-10-17T09:45:44.000Z",
"value": "VulDB entry last update"
}
],
"title": "flairNLP flair Mode File Loader clustering.py ClusteringModel code injection"
}
},
"cveMetadata": {
"assignerOrgId": "1af790b2-7ee1-4545-860a-a788eba489b5",
"assignerShortName": "VulDB",
"cveId": "CVE-2024-10073",
"datePublished": "2024-10-17T16:31:08.443Z",
"dateReserved": "2024-10-17T07:40:32.566Z",
"dateUpdated": "2024-10-17T18:35:10.889Z",
"state": "PUBLISHED"
},
"dataType": "CVE_RECORD",
"dataVersion": "5.1"
}