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CVE-2024-14021

27
FAUCET Score

CVE-2024-14021 is an unsafe deserialization vulnerability affecting LlamaIndex versions up to and including 0.11.6. Specifically, the BGEM3Index.load_from_disk() function uses pickle.load() without validation, allowing an attacker to execute arbitrary code by providing a crafted persist directory containing a malicious pickle file. This vulnerability carries a CVSS score of 7.8 (HIGH), indicating a significant risk. It requires user interaction (UI:R) as the victim must load the malicious index, but has low attack complexity (AC:L) and no privileges required (PR:N). Successful exploitation can lead to complete compromise of confidentiality, integrity, and availability (C:H/I:H/A:H). Currently, there is no evidence of active exploitation, and no public exploit code is available on platforms like Metasploit, Nuclei, or ExploitDB. Community discussion and media coverage for this CVE are minimal, which is typical for the majority of reported vulnerabilities.

Impacted Technologies

VendorProductVersion(s)CPE
<= 0.11.6CPE matchmatch criteria
cpe:2.3:a:llamaindex:llamaindex:*:*:*:*:*:*:*:*

CVSS Data

CVSS version used by this source: 4.0

8.4HIGH

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

Attack Vector
LOCAL
Attack Complexity
LOW
Attack Requirements
NONE
Privileges Required
NONE
User Interaction
ACTIVE
VS Confidentiality
HIGH
VS Integrity
HIGH
VS Availability
HIGH
SS Confidentiality
NONE
SS Integrity
NONE
SS Availability
NONE
Exploit Maturity
NOT_DEFINED
CvssVersion
4.0

Exploit Intelligence

EPSS Score
0.27%
Probability of exploitation in next 30 days
EPSS Percentile
19.5%
Percentile rank of EPSS score among Peer Group
As of 2026-07-28
Model: v2026.06.15
This CVE's current EPSS score of 0.0027 is in the 18th percentile among its peer group of 11,621 CVEs.

Social Chatter

The average CVE in this peer group has 0.0 Twitter, 0.1 Reddit, 0.1 Bluesky, 0.0 Mastodon, and 0.2 GitHub mentions.

Media Mentions

No media coverage found for this CVE.

The average CVE in this peer group has 0.3 InfoSec Media, 0.0 Vendor Blog, and 0.0 Security Researcher mentions.

Remediation

Remediation records are not available for this CVE.

References

github.com / run-llama/llama_index
Product
huntr.com / bounties/ab4ceeb4-aa85-4d1c-aaca-4eda1b71fc12
ExploitThird Party Advisory
llamaindex.ai
Product
vulncheck.com / advisories/llamaindex-bgem3index-unsafe-deserialization
Third Party Advisory