CVE-2022-36022
CVE-2022-36022 is a medium-severity vulnerability in Eclipse Deeplearning4j with a CVSS 3.x base score of 5.3. It is not currently listed as actively exploited by CISA, and its EPSS exploit-prediction score is low. The underlying weakness is classified as CWE-330.
Key facts
- Severity: Medium (CVSS 3.x base score 5.3)
- EPSS exploit prediction: 0% (31st percentile)
- Actively exploited: Not listed in CISA KEV
- Weakness: CWE-330
- Affected product: Eclipse Deeplearning4j
- Published:
- Last modified:
Description
Deeplearning4J is a suite of tools for deploying and training deep learning models using the JVM. Packages org.deeplearning4j:dl4j-examples and org.deeplearning4j:platform-tests through version 1.0.0-M2.1 may use some unclaimed S3 buckets in tests in examples. This is likely affect people who use some older NLP examples that reference an old S3 bucket. The problem has been patched. Users should upgrade to snapshots as Deeplearning4J plan to publish a release with the fix at a later date. As a workaround, download a word2vec google news vector from a new source using git lfs from here.
Frequently asked questions
- What is CVE-2022-36022?
- Deeplearning4J is a suite of tools for deploying and training deep learning models using the JVM. Packages org.deeplearning4j:dl4j-examples and org.deeplearning4j:platform-tests through version 1.0.0-M2.1 may use some unclaimed S3 buckets in tests in examples. This is likely affect people who use some older NLP examples that reference an old S3 bucket. The problem has been patched. Users should upgrade to snapshots as Deeplearning4J plan to publish a release with the fix at a later date. As a workaround, download a word2vec google news vector from a new source using git lfs from here.
- How severe is CVE-2022-36022?
- CVE-2022-36022 has a CVSS 3.x base score of 5.3, rated medium severity. It is exploitable over network with low attack complexity, requires no privileges and no user interaction. Impact on confidentiality is none, integrity low, and availability none.
- Is CVE-2022-36022 being actively exploited?
- It is not currently listed in CISA's KEV catalog. Its EPSS exploit-prediction score is 0% (31st percentile), an estimate of the probability of exploitation in the next 30 days.
- What products are affected by CVE-2022-36022?
- CVE-2022-36022 primarily affects Eclipse Deeplearning4j. In total, 7 product configurations (CPEs) are listed as vulnerable; see the affected-products list for the exact versions.
- How do I fix CVE-2022-36022?
- Review the linked vendor and NVD advisories for patched versions and mitigations, then upgrade or apply the recommended workaround.
- When was CVE-2022-36022 published?
- CVE-2022-36022 was published on 2022-11-10 and last updated on 2026-06-17.
References
- https://github.com/eclipse/deeplearning4j/security/advisories/GHSA-rc39-g977-687w
- https://github.com/mmihaltz/word2vec-GoogleNews-vectors
Affected products (7)
- cpe:2.3:a:eclipse:deeplearning4j:*:*:*:*:*:*:*:*
- cpe:2.3:a:eclipse:deeplearning4j:1.0.0:beta5:*:*:*:*:*:*
- cpe:2.3:a:eclipse:deeplearning4j:1.0.0:beta6:*:*:*:*:*:*
- cpe:2.3:a:eclipse:deeplearning4j:1.0.0:beta7:*:*:*:*:*:*
- cpe:2.3:a:eclipse:deeplearning4j:1.0.0:milestone1:*:*:*:*:*:*
- cpe:2.3:a:eclipse:deeplearning4j:1.0.0:milestone1.1:*:*:*:*:*:*
- cpe:2.3:a:eclipse:deeplearning4j:1.0.0:milestone2:*:*:*:*:*:*
Other CWE-330 (Use of Insufficiently Random Values) vulnerabilities
- CVE-2023-22601 — Critical (CVSS 10.0): InHand Networks InRouter 302, prior to version IR302 V3.5.56, and InRouter 615, prior to version…
- CVE-2026-25072 — Critical (CVSS 9.8): XikeStor SKS8310-8X Network Switch firmware versions 1.04.B07 and prior contain a predictable session identifier…
- CVE-2026-27755 — Critical (CVSS 9.8): SODOLA SL902-SWTGW124AS firmware versions through 200.1.20 contain a weak session identifier generation vulnerability…
- CVE-2026-27637 — Critical (CVSS 9.8): FreeScout is a free help desk and shared inbox built with PHP's Laravel framework. Prior to version 1.8.206,…
- CVE-2025-64097 — Critical (CVSS 9.8): NervesHub is a web service that allows users to manage over-the-air (OTA) firmware updates of devices in the field. A…
- CVE-2025-4607 — Critical (CVSS 9.8): The PSW Front-end Login & Registration plugin for WordPress is vulnerable to Privilege Escalation in all versions up…
Browse all CWE-330 (Use of Insufficiently Random Values) vulnerabilities →