A vulnerability in the download_model function of the onnx/onnx framework, before and including version 1.16.1, allows for arbitrary file overwrite due to inadequate prevention of path traversal attacks in malicious tar files. This vulnerability can be exploited by an attacker to overwrite files in the user's directory, potentially leading to remote command execution.
CVE-2024-7776
CRITICALNVD 9.19.1—Elevated
EchelonGraph scoreMEDIUM confidence
This critical-severity CVE scores 9.1 under NVD CVSS v3. EPSS exploit probability: 1.4%, top 31% of all CVEs by exploit prediction. GitHub Security Advisory data not yet ingested — confidence will rise once GHSA publishes (typical lag: hours to days for open-source ecosystem CVEs; never for infrastructure-only CVEs).
Triggered by: NVD CVSS baseline
Sources: epss, nvd
9.1EG
EchelonGraph verdictPlan a fixSerious severity, but no confirmed exploitation yet.
- High severity, but no confirmed exploitation yet
CISA-KEV: Not listedEPSS PROB: 2%CVSS: 9.1Exploit: Elevated riskExposed: 0
No vendor fix yet — apply a workaround or compensating control (WAF / firewall / segmentation) and watch for a patch.
- CVSS v3
- 9.1
- EG Score
- 9.1(medium)
- EG Risk
- 57(Track*)EG Risk 57/100SSVC: Track*
EG Risk is EchelonGraph's 0–100 priority score: it fuses intrinsic severity with real-world exploitation and automatability so you can rank equal-severity CVEs and fix the most dangerous first. Higher = act sooner. Distinct from the 0–10 EG Score (severity).
How it’s computedSeverity91% × 45%Exploitation40% × 40%Automatability0% × 15%Action: Watch closely — could escalate to Attend. - EPSS PROB
- 2%
- EPSS %ILE
- 73%
- KEV
- Not listed
Published
March 20, 2025
Last Modified
March 26, 2025
References (2)
- security@huntrhttps://huntr.com/bounties/a7a46cf6-1fa0-454b-988c-62d222e83f63
- 134c704f-9b21-4f2e-91b3-4a467353bcc0https://huntr.com/bounties/a7a46cf6-1fa0-454b-988c-62d222e83f63
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Frequently asked(5)
What is CVE-2024-7776?
CVE-2024-7776 is a critical vulnerability published on March 20, 2025. A vulnerability in the download_model function of the onnx/onnx framework, before and including version 1.16.1, allows for arbitrary file overwrite due to inadequate prevention of path traversal attacks in malicious tar files. This vulnerability can be exploited by an attacker to overwrite files in…
When was CVE-2024-7776 disclosed?
CVE-2024-7776 was first published in the National Vulnerability Database on March 20, 2025, with the most recent update on March 26, 2025. EchelonGraph re-ingests CVE updates from NVD on a 2-hour cycle, so this page reflects the latest published state.
Is CVE-2024-7776 actively exploited?
CVE-2024-7776 is not currently on CISA's Known Exploited Vulnerabilities catalog. FIRST EPSS estimates a 2% probability of exploitation in the next 30 days, which ranks it in the top 27.0% of all scored CVEs.
What is the CVSS score of CVE-2024-7776?
CVE-2024-7776 has a CVSS v3 base score of 9.1 (NVD).
How do I remediate CVE-2024-7776?
Patch to the fixed version published by the affected vendor. Where vendor advisories exist for CVE-2024-7776, EchelonGraph cross-links them in the Vendor Advisories panel below — those typically contain the canonical remediation steps, fixed version numbers, and any vendor-specific mitigations.
Dependency Blast Radius
Explore the affected products and dependency analysis for CVE-2024-7776
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