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CVE-2024-3660
Code Injection in keras (CVE-2024-3660)
Summary
code injection in keras (CVE-2024-3660). Successful exploitation can lead to full system takeover. Mitigation: upgrade to `2.13.1rc0` or later.
AI summary snake-internal / snake-material-v2
A vulnerability tracked as **CVE-2024-3660** has been found in keras.
Successful exploitation can lead to full system takeover. CVSS score: ?/10.
What to do: upgrade keras to **2.13.1rc0** or later.
If unsure, ask your IT team or search "keras CVE-2024-3660" on the vendor's site.
CVE-2024-3660 (keras) — CWE-94 /
Attack vector: remote (network-reachable) / unauthenticated / no user interaction
Patched: `2.13.1rc0` — apply immediately
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
**arbitrary code execution** (CWE-94) exists in keras.
📍 Affected scope
keras — .
🔥 Severity
Severity: ?. Successful exploitation can lead to full system takeover
🔧 How to fix
Update to **2.13.1rc0**.
🛡️ 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 'keras' .` 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
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1Identify exposure identify
grep -r 'keras' . | 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 `keras` 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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6Apply patch patch
Upgrade keras to 2.13.1rc0ステージング環境で 2.13.1rc0 に上げて回帰テスト → 本番反映。回帰テストはアプリの主要ハッピーパスと、Step 3 で見つけた異常検知の続報チェックを含めること。
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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
keras
[{"type":"ECOSYSTEM","events":[{"introduced":"0"},{"fixed":"2.13.1rc0"}]}]
References
- advisory https://nvd.nist.gov/vuln/detail/CVE-2024-3660
- advisory https://github.com/advisories/GHSA-x4wf-678h-2pmq
- package https://github.com/keras-team/keras
- package https://pypi.org/project/keras
- web https://github.com/keras-team/keras/compare/r2.12...r2.13
- web https://kb.cert.org/vuls/id/253266
- web https://www.kb.cert.org/vuls/id/253266