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Kitploit
Kitploit
added 2026/09/21 10:58 a.m.112 views

FLAIR

F-Secure 경량 인시던트 대응 수집 도구 FLAIR 이 문서는 FLAIR 수집 스크립트의 목적과 기본 작동 방식을 설명합니다. 목적 고객 환경에서 인시던트를 조사하는 동안 IR 팀이 환경 전반에 걸쳐 아티팩트를 수집하는 데 활용할 수 있는 EDR이 배포되지 않은 경우가 있습니다. FLAIR는 대상 호스트에서 여러 핵심 아티팩트를 반자동으로 수집하기 위해 만들어졌습니다. FLAIR는 호스트의 전체 포렌식 이미지에서 얻을 수 있는 심층 데이터 수준과 EDR 솔루션이 제공하는 보다 타겟팅되고 대화형 방식 사이의 격차를 메웁니다...

5.9AI score
SaveExploits0
vulnersOsv
vulnersOsv
added 2026/08/24 6:48 p.m.12 views

abraham3k (>=1.3.8, <=1.5.3), accutuning-helpers (>=1.0.32, <=1.0.33) +75 more potentially affected by CVE-2026-76843 via flair (>=0.4.5, <=0.15.1)

flair PYPI version =0.4.5, =1.3.8, =1.0.32, =0.0.1, =0.1.0, =0.0.6, =0.1.20, =0.1.0, =0.1.0, =0.0.1.1, =0.2.4, =0.1.1, =0.0.1rc2, =0.0.1rc3488056308109 and more Source cves: CVE-2026-76843 Source advisory: SNYK:PYTHON-FLAIR-19256938...

8.4CVSS5.8AI score0.00147EPSS
SaveExploits0
NVD
NVD
added 2026/08/24 2:17 p.m.12 views

CVE-2026-76843

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.loadsjoblib.loadstrmodelfile and so executes arbitrary Python while loading a model file. Loading a model supplied by an attacker therefore runs that...

8.4CVSS0.00147EPSS
SaveExploits0References4
CVE
CVE
added 2026/08/24 1:12 p.m.29 views

CVE-2026-76843

CVE-2026-76843 affects the official Flair wheels for versions 0.15.0 and 0.15.1 . The file flair/models/clustering.py remains present in the distributed package despite being removed from the documented API. Its ClusteringModel.load static method deserializes via pickle.loads(joblib.load(str(mode...

8.4CVSS5.6AI score0.00147EPSS
SaveExploits0References4
OSV
OSV
added 2026/08/24 1:12 p.m.19 views

CVE-2026-76843 Flair 0.15.0 and 0.15.1 Deserialization of Untrusted Data via ClusteringModel.load

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.loadsjoblib.loadstrmodelfile and so executes arbitrary Python while loading a model file. Loading a model supplied by an attacker therefore runs that...

8.4CVSS5.8AI score
SaveExploits0References7
Vulnrichment
Vulnrichment
added 2026/08/24 1:12 p.m.10 views

CVE-2026-76843 Flair 0.15.0 and 0.15.1 Deserialization of Untrusted Data via ClusteringModel.load

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.loadsjoblib.loadstrmodelfile and so executes arbitrary Python while loading a model file. Loading a model supplied by an attacker therefore runs that...

8.4CVSS5.6AI score0.00147EPSS
SaveExploits0References4
EUVD
EUVD
added 2026/08/24 1:12 p.m.18 views

EUVD-2026-64849

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.loadsjoblib.loadstrmodelfile and so executes arbitrary Python while loading a model file. Loading a model supplied by an attacker therefore runs that...

8.4CVSS5.7AI score0.00557EPSS
SaveExploits0References4
Cvelist
Cvelist
added 2026/08/24 1:12 p.m.51 views

CVE-2026-76843 Flair 0.15.0 and 0.15.1 Deserialization of Untrusted Data via ClusteringModel.load

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.loadsjoblib.loadstrmodelfile and so executes arbitrary Python while loading a model file. Loading a model supplied by an attacker therefore runs that...

8.4CVSS0.00147EPSS
SaveExploits0References4
OSV
OSV
added 2026/07/07 2:34 p.m.14 views

PYSEC-2026-1376 Flair allows arbitrary code execution

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...

6.3CVSS4.9AI score0.00557EPSS
SaveExploits0References11
RedhatCVE
RedhatCVE
added 2026/02/27 7:44 p.m.15 views

CVE-2026-3071

Deserialization of untrusted data in the LanguageModel class of Flair from versions 0.4.1 to latest are vulnerable to arbitrary code execution when loading a malicious model...

8.4CVSS6.5AI score0.00154EPSS
SaveExploits0References1
EUVD
EUVD
added 2026/02/26 3:30 p.m.16 views

EUVD-2026-8855

Deserialization of untrusted data in the LanguageModel class of Flair from versions 0.4.1 to latest are vulnerable to arbitrary code execution when loading a malicious model...

8.4CVSS6.2AI score0.00154EPSS
SaveExploits0References2
NVD
NVD
added 2026/02/26 3:17 p.m.18 views

CVE-2026-3071

Deserialization of untrusted data in the LanguageModel class of Flair from versions 0.4.1 to latest are vulnerable to arbitrary code execution when loading a malicious model...

8.4CVSS0.00154EPSS
SaveExploits0References1
Vulnrichment
Vulnrichment
added 2026/02/26 2:56 p.m.23 views

CVE-2026-3071

Deserialization of untrusted data in the LanguageModel class of Flair from versions 0.4.1 to latest are vulnerable to arbitrary code execution when loading a malicious model...

8.4CVSS6.5AI score0.00154EPSS
SaveExploits0References1
Cvelist
Cvelist
added 2026/02/26 2:56 p.m.39 views

CVE-2026-3071

Deserialization of untrusted data in the LanguageModel class of Flair from versions 0.4.1 to latest are vulnerable to arbitrary code execution when loading a malicious model...

8.4CVSS0.00154EPSS
SaveExploits0References1
attackerkb
attackerkb
added 2026/02/26 2:56 p.m.25 views

CVE-2026-3071

Deserialization of untrusted data in the LanguageModel class of Flair from versions 0.4.1 to latest are vulnerable to arbitrary code execution when loading a malicious model...

8.4CVSS6.2AI score0.00154EPSS
SaveExploits0References2Affected Software1
CVE
CVE
added 2026/02/26 2:56 p.m.37 views

CVE-2026-3071

The CVE concerns Flair’s LanguageModel class where deserialization of untrusted data in versions 0.4.1 to latest allows arbitrary code execution when loading a malicious model. The issue, with CVSSv3.1 metrics indicating HIGH severity (Local access, no user interaction, full scope and high confid...

8.4CVSS6.2AI score0.00154EPSS
SaveExploits0References1
Positive Technologies
Positive Technologies
added 2026/02/26 12:00 a.m.21 views

PT-2026-22151

Name of the Vulnerable Software and Affected Versions Flair versions 0.4.1 through latest Description The deserialization of untrusted data in the LanguageModel class can lead to arbitrary code execution when loading a malicious model. Recommendations Versions prior to 0.4.1 are not affected. At...

8.4CVSS6.5AI score0.00154EPSS
SaveExploits0References7
CNNVD
CNNVD
added 2026/02/26 12:00 a.m.22 views

flair 安全漏洞

Flair is a very simple and advanced NLP framework developed by Flair OpenSource. There are security vulnerabilities in Flair versions 0.4.1 onwards. These vulnerabilities stem from the LanguageModel class’s ability to deserialize untrusted data, which may allow arbitrary code to be executed when...

8.4CVSS6AI score0.00154EPSS
SaveExploits0References1
EUVD
EUVD
added 2025/10/07 12:30 a.m.12 views

EUVD-2019-6357

Malware in sbrugna...

5.5CVSS5.6AI score0.00285EPSS
SaveExploits0References2
EUVD
EUVD
added 2025/10/07 12:30 a.m.17 views

EUVD-2019-6334

Malware in sbrugna...

3.3CVSS4.5AI score0.00248EPSS
SaveExploits0References2
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