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CVE-2024-21836

28
FAUCET Score

CVE-2024-21836 is a critical heap-based buffer overflow vulnerability in the GGUF library header.n_tensors functionality of llama.cpp (specifically commit 18c2e17). This flaw allows an attacker to achieve code execution by providing a specially crafted .gguf file. With a CVSS score of 9.8 (Critical), it presents a severe risk, as it can be exploited remotely without user interaction or authentication, leading to complete compromise of confidentiality, integrity, and availability. While there is no known active exploitation, public exploit code, or KEV listing, the vulnerability has garnered some community discussion, highlighting the potential danger of using untrusted models.

Impacted Technologies

VendorProductVersion(s)CPE
< 2024-01-09CPE matchmatch criteria
cpe:2.3:a:ggml:llama.cpp:*:*:*:*:*:*:*:*

CVSS Data

CVSS version used by this source: 3.1

8.8HIGH

CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H

Attack Vector
NETWORK
Attack Complexity
LOW
Privileges Required
NONE
User Interaction
REQUIRED
Scope
UNCHANGED
Confidentiality Impact
HIGH
Integrity Impact
HIGH
Availability Impact
HIGH
Exploitability Score
2.8
Impact Score
5.9
CvssVersion
3.1

Exploit Intelligence

EPSS Score
1.35%
Probability of exploitation in next 30 days
EPSS Percentile
68.6%
Percentile rank of EPSS score among Peer Group
As of 2026-07-27
Model: v2026.06.15
This CVE's current EPSS score of 0.0135 is in the 55th percentile among its peer group of 36,862 CVEs.

Social Chatter

The average CVE in this peer group has 0.0 Twitter, 0.1 Reddit, 0.3 Bluesky, 0.3 Mastodon, and 2.4 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

talosintelligence.com / vulnerability_reports/TALOS-2024-1915
ExploitThird Party Advisory
talosintelligence.com / vulnerability_reports/TALOS-2024-1915
ExploitThird Party Advisory