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CVE-2024-24590
Unsafe Deserialization in clearml (CVE-2024-24590)
Summary
vulnerability in clearml (CVE-2024-24590). Successful exploitation can lead to full system takeover.
AI summary snake-internal / snake-material-v2
A vulnerability tracked as **CVE-2024-24590** has been found in clearml.
Successful exploitation can lead to full system takeover. CVSS score: ?/10.
What to do: apply the vendor's official patched release.
If unsure, ask your IT team or search "clearml CVE-2024-24590" on the vendor's site.
CVE-2024-24590 (clearml) — CWE-502 /
Attack vector: remote (network-reachable) / unauthenticated
Plan: 1) Audit SBOM/dependencies, 2) Stage→prod upgrade, 3) Add WAF/proxy monitoring on affected endpoints, 4) Hunt IOCs in logs.
Refs: see the GHSA / vendor advisory / patched release linked on this page.
❓ What is the problem
**unsafe deserialization** (CWE-502) exists in clearml.
📍 Affected scope
clearml — .
🔥 Severity
Severity: ?. Successful exploitation can lead to full system takeover
🔧 How to fix
Update to the patched release per vendor advisory.
🛡️ Workaround
Until the patch is applied: disable the affected feature, apply WAF rules, or restrict access via network ACLs.
🔍 Detection
Search webserver/proxy logs for unusual request patterns matching this CVE's known IOCs. Run `grep -r 'clearml' .` against your dependency files (package-lock.json, requirements.txt, go.sum) to find affected services.
Response Actions (7 steps)
Concrete steps and command examples for SOC/SRE teams to execute in order
-
1Identify exposure identify
grep -r 'clearml' . | grep -v node_modulesリポジトリと本番環境の依存ファイル (package-lock.json / requirements.txt / go.sum / Gemfile.lock 等) で `clearml` を grep し、稼働しているサービス・バージョンを把握する。
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7Post-deployment verification verify
Confirm patched version is live in productionパッチ適用後、ステージングで PoC または同等の悪用パターンを再現して脆弱性が閉じたことを確認。本番では Step 3 と同じログクエリでアラート再発が無いか継続監視。
Affected packages
PyPI
clearml
[{"type":"ECOSYSTEM","events":[{"introduced":"0.17.0"},{"last_affected":"1.14.1"}]}]
References
- advisory https://nvd.nist.gov/vuln/detail/CVE-2024-24590
- advisory https://github.com/advisories/GHSA-cpcw-9h9m-wqw9
- package https://github.com/allegroai/clearml
- package https://pypi.org/project/clearml
- patch https://github.com/clearml/clearml/commit/e506831599bd8e072e5e54266abfccdfbe4be2ac
- web https://hiddenlayer.com/research/not-so-clear-how-mlops-solutions-can-muddy-the-waters-of-your-supply-chain