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Vulnerability Details :

CVE-2024-14021

Summary
Assigner-VulnCheck
Assigner Org ID-83251b91-4cc7-4094-a5c7-464a1b83ea10
Published At-12 Jan, 2026 | 23:04
Updated At-13 Jan, 2026 | 16:23
Rejected At-
Credits

LlamaIndex <= 0.11.6 BGEM3Index Unsafe Deserialization

LlamaIndex (run-llama/llama_index) versions up to and including 0.11.6 contain an unsafe deserialization vulnerability in BGEM3Index.load_from_disk() in llama_index/indices/managed/bge_m3/base.py. The function uses pickle.load() to deserialize multi_embed_store.pkl from a user-supplied persist_dir without validation. An attacker who can provide a crafted persist directory containing a malicious pickle file can trigger arbitrary code execution when the victim loads the index from disk.

Vendors
-
Not available
Products
-
Metrics (CVSS)
VersionBase scoreBase severityVector
Weaknesses
Attack Patterns
Solution/Workaround
References
HyperlinkResource Type
EPSS History
Score
Latest Score
-
N/A
No data available for selected date range
Percentile
Latest Percentile
-
N/A
No data available for selected date range
Stakeholder-Specific Vulnerability Categorization (SSVC)
â–¼Common Vulnerabilities and Exposures (CVE)
cve.org
Assigner:VulnCheck
Assigner Org ID:83251b91-4cc7-4094-a5c7-464a1b83ea10
Published At:12 Jan, 2026 | 23:04
Updated At:13 Jan, 2026 | 16:23
Rejected At:
â–¼CVE Numbering Authority (CNA)
LlamaIndex <= 0.11.6 BGEM3Index Unsafe Deserialization

LlamaIndex (run-llama/llama_index) versions up to and including 0.11.6 contain an unsafe deserialization vulnerability in BGEM3Index.load_from_disk() in llama_index/indices/managed/bge_m3/base.py. The function uses pickle.load() to deserialize multi_embed_store.pkl from a user-supplied persist_dir without validation. An attacker who can provide a crafted persist directory containing a malicious pickle file can trigger arbitrary code execution when the victim loads the index from disk.

Affected Products
Vendor
run-llama
Product
llama_index
Repo
https://github.com/run-llama/llama_index
Default Status
unknown
Versions
Affected
  • From 0 through 0.11.6 (semver)
Problem Types
TypeCWE IDDescription
CWECWE-502CWE-502 Deserialization of Untrusted Data
Type: CWE
CWE ID: CWE-502
Description: CWE-502 Deserialization of Untrusted Data
Metrics
VersionBase scoreBase severityVector
4.08.4HIGH
CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:A/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
Version: 4.0
Base score: 8.4
Base severity: HIGH
Vector:
CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:A/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
Metrics Other Info
Impacts
CAPEC IDDescription
Solutions

Configurations

Workarounds

Exploits

Credits

finder
LifeTeam2024
Timeline
EventDate
Replaced By

Rejected Reason

References
HyperlinkResource
https://huntr.com/bounties/ab4ceeb4-aa85-4d1c-aaca-4eda1b71fc12
technical-description
exploit
https://www.llamaindex.ai/
product
https://github.com/run-llama/llama_index
third-party-advisory
https://www.vulncheck.com/advisories/llamaindex-bgem3index-unsafe-deserialization
third-party-advisory
Hyperlink: https://huntr.com/bounties/ab4ceeb4-aa85-4d1c-aaca-4eda1b71fc12
Resource:
technical-description
exploit
Hyperlink: https://www.llamaindex.ai/
Resource:
product
Hyperlink: https://github.com/run-llama/llama_index
Resource:
third-party-advisory
Hyperlink: https://www.vulncheck.com/advisories/llamaindex-bgem3index-unsafe-deserialization
Resource:
third-party-advisory
â–¼Authorized Data Publishers (ADP)
CISA ADP Vulnrichment
Affected Products
Metrics
VersionBase scoreBase severityVector
Metrics Other Info
Impacts
CAPEC IDDescription
Solutions

Configurations

Workarounds

Exploits

Credits

Timeline
EventDate
Replaced By

Rejected Reason

References
HyperlinkResource
Information is not available yet
â–¼National Vulnerability Database (NVD)
nvd.nist.gov
Source:disclosure@vulncheck.com
Published At:12 Jan, 2026 | 23:15
Updated At:15 Jan, 2026 | 22:39

LlamaIndex (run-llama/llama_index) versions up to and including 0.11.6 contain an unsafe deserialization vulnerability in BGEM3Index.load_from_disk() in llama_index/indices/managed/bge_m3/base.py. The function uses pickle.load() to deserialize multi_embed_store.pkl from a user-supplied persist_dir without validation. An attacker who can provide a crafted persist directory containing a malicious pickle file can trigger arbitrary code execution when the victim loads the index from disk.

CISA Catalog
Date AddedDue DateVulnerability NameRequired Action
N/A
Date Added: N/A
Due Date: N/A
Vulnerability Name: N/A
Required Action: N/A
Metrics
TypeVersionBase scoreBase severityVector
Secondary4.08.4HIGH
CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:A/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X
Primary3.17.8HIGH
CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Type: Secondary
Version: 4.0
Base score: 8.4
Base severity: HIGH
Vector:
CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:A/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X
Type: Primary
Version: 3.1
Base score: 7.8
Base severity: HIGH
Vector:
CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
CPE Matches

llamaindex
llamaindex
>>llamaindex>>Versions up to 0.11.6(inclusive)
cpe:2.3:a:llamaindex:llamaindex:*:*:*:*:*:*:*:*
Weaknesses
CWE IDTypeSource
CWE-502Primarydisclosure@vulncheck.com
CWE ID: CWE-502
Type: Primary
Source: disclosure@vulncheck.com
Evaluator Description

Evaluator Impact

Evaluator Solution

Vendor Statements

References
HyperlinkSourceResource
https://github.com/run-llama/llama_indexdisclosure@vulncheck.com
Product
https://huntr.com/bounties/ab4ceeb4-aa85-4d1c-aaca-4eda1b71fc12disclosure@vulncheck.com
Exploit
Third Party Advisory
https://www.llamaindex.ai/disclosure@vulncheck.com
Product
https://www.vulncheck.com/advisories/llamaindex-bgem3index-unsafe-deserializationdisclosure@vulncheck.com
Third Party Advisory
Hyperlink: https://github.com/run-llama/llama_index
Source: disclosure@vulncheck.com
Resource:
Product
Hyperlink: https://huntr.com/bounties/ab4ceeb4-aa85-4d1c-aaca-4eda1b71fc12
Source: disclosure@vulncheck.com
Resource:
Exploit
Third Party Advisory
Hyperlink: https://www.llamaindex.ai/
Source: disclosure@vulncheck.com
Resource:
Product
Hyperlink: https://www.vulncheck.com/advisories/llamaindex-bgem3index-unsafe-deserialization
Source: disclosure@vulncheck.com
Resource:
Third Party Advisory

Change History

0
Information is not available yet

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Action-Not Available
Vendor-Siemens AG
Product-SIMATIC S7-PLCSIM V17SIMATIC STEP 7 V18SIRIUS Soft Starter ES V18 (TIA Portal)SIMATIC STEP 7 V17SIMOTION SCOUT TIA V5.7SIMATIC WinCC V20SIRIUS Safety ES V19 (TIA Portal)TIA Portal Cloud V17SIMATIC STEP 7 V20SIRIUS Soft Starter ES V19 (TIA Portal)TIA Portal Cloud V18SIRIUS Safety ES V18 (TIA Portal)SIMOCODE ES V19TIA Portal Cloud V19SINAMICS Startdrive V19SIMATIC WinCC V18SIMOCODE ES V18SIRIUS Safety ES V20 (TIA Portal)SIMATIC WinCC V17SINAMICS Startdrive V20SIMOTION SCOUT TIA V5.4SINAMICS Startdrive V18SINAMICS Startdrive V17SIMOTION SCOUT TIA V5.6SIMOTION SCOUT TIA V5.5SIRIUS Soft Starter ES V17 (TIA Portal)SIRIUS Safety ES V17 (TIA Portal)SIMATIC STEP 7 V19TIA Portal Cloud V20SIMATIC WinCC V19SIMOCODE ES V20SIMOCODE ES V17SIRIUS Soft Starter ES V20 (TIA Portal)
CWE ID-CWE-502
Deserialization of Untrusted Data
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