CVE-2024-31224

CRITICALNVD 9.89.8—
EchelonGraph scoreMEDIUM confidence

This critical-severity CVE scores 9.8 under NVD CVSS v3. EPSS exploit probability: 1.2%, top 35% 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
9.8
EchelonGraph verdictPlan a fixSerious severity, but no confirmed exploitation yet.
  • High severity, but no confirmed exploitation yet
CISA-KEV: Not listedEPSS: 1%CVSS: 9.8Exploit: NoneExposed: 0

No vendor fix yet — apply a workaround or compensating control (WAF / firewall / segmentation) and watch for a patch.

GPT Academic provides interactive interfaces for large language models. A vulnerability was found in gpt_academic versions 3.64 through 3.73. The server deserializes untrustworthy data from the client, which may risk remote code execution. Any device that exposes the GPT Academic service to the Internet is vulnerable. Version 3.74 contains a patch for the issue. There are no known workarounds aside from upgrading to a patched version.

CVSS v3
9.8
EG Score
9.8(medium)
EG Risk
60(Track)
EG Risk 60/100SSVC: 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 computed
Severity98% × 45%
Exploitation1% × 40%
Automatability100% × 15%
Action: Routine — remediate on your standard cadence.
EPSS
65.4%
KEV
Not listed

Published

April 8, 2024

Last Modified

November 4, 2025

Advisory Details (3)

Auto-updated Jun 8, 2026
Patch available. Sources: github, github_commit, github_pr.
github Patch Available

Security: Pickle deserializing cookies may pose RCE risk · Advisory · binary-husky/gpt_academic · GitHub

https://github.com/binary-husky/gpt_academic/security/advisories/GHSA-jcjc-89wr-vv7g
github_pr Patch Available

Qhaoduoyu patch 1: pickle to json to increase security

Patch available: binary-husky/gpt_academic version3.74 (PR #1648 merged 2024-03-25)

https://github.com/binary-husky/gpt_academic/pull/1648
github_commit Patch Available

commit 8af6c0cab6d9 (binary-husky/gpt_academic)

Patch available: binary-husky/gpt_academic version3.74 (contains commit 8af6c0cab6d9)

https://github.com/binary-husky/gpt_academic/commit/8af6c0cab6d96f5c4520bec85b24802e6e823f35

Weakness Classification(1)

MITRE Common Weakness Enumeration — the root-cause categories this CVE belongs to.

Data Freshness Timeline

(refreshed 10× in last 7d / 45× in last 30d)

Each row is a source pipeline that fetched or updated this CVE on that date, with what changed. For example, "NVD update" means NVD published or revised its analysis for this CVE; "MITRE cvelistV5" means we ingested or refreshed it from the CNA feed. Most recent first.

Showing the most recent 100 of 104 total refreshes for this CVE.

  1. 2026-07-24 14:16 UTCEPSS rescore
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  3. 2026-07-23 02:36 UTCEG score recompute
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Frequently asked(5)

What is CVE-2024-31224?
CVE-2024-31224 is a critical vulnerability published on April 8, 2024. GPT Academic provides interactive interfaces for large language models. A vulnerability was found in gpt_academic versions 3.64 through 3.73. The server deserializes untrustworthy data from the client, which may risk remote code execution. Any device that exposes the GPT Academic service to the…
When was CVE-2024-31224 disclosed?
CVE-2024-31224 was first published in the National Vulnerability Database on April 8, 2024, with the most recent update on November 4, 2025. EchelonGraph re-ingests CVE updates from NVD on a 2-hour cycle, so this page reflects the latest published state.
Is CVE-2024-31224 actively exploited?
CVE-2024-31224 is not currently on CISA's Known Exploited Vulnerabilities catalog. FIRST EPSS estimates a 65.4% percentile likelihood of exploitation in the next 30 days — higher percentiles indicate greater predicted risk.
What is the CVSS score of CVE-2024-31224?
CVE-2024-31224 has a CVSS v3 base score of 9.8 (NVD).
How do I remediate CVE-2024-31224?
Patch to the fixed version published by the affected vendor. Where vendor advisories exist for CVE-2024-31224, 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.

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