CVE-2022-36022 | Some Deeplearning4J packages use unclaimed s3 bucket in tests and examples

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.

Published: 2022-11-10 Last update: 2026-06-17 Assigner: [email protected] Source: [email protected]
NVD Status：Modified，CVE State: published
View at NVD, CVE.org, EUVD

CVE-2022-36022 is rated Moderate Risk (41.6/100): CVSS Medium severity, with medium exploitation likelihood (EPSS 0.36%). Review affected assets and schedule remediation.

Risk is dynamic; we continuously reassess and refresh what is shown on this page as upstream context changes.

Exploit prediction scoring system (EPSS) score for CVE-2022-36022

EPSS lead: Daily EPSS estimates relative likelihood of exploitation; percentile ranks this CVE among scored vulnerabilities (higher = more severe relative rank).

# Date Old EPSS score New EPSS score Delta (New - Old)
1 2026-05-18 0.22% 0.36% +0.14%
2 2025-11-17 0.34% 0.22% -0.12%
3 2025-11-12 — 0.34% —

Full EPSS history (7 records total)

Common vulnerability scoring system (CVSS) metrics for CVE-2022-36022

CVSS metrics for this CVE.

Base score Version Severity Vector Exploitability Impact Score source
5.3 3.1 MEDIUM
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:L/A:N Click to expand
Attack vector (AV:N)
Could be attacked over the internet or any normal routed network—not just someone sitting at the machine.
Attack complexity (AC:L)
Once they can reach the bug, pulling it off is straightforward—no weird race conditions or rare setup.
Privileges required (PR:N)
No account or special rights needed—anonymous or random user is enough.
User interaction (UI:N)
Nobody has to click “OK” or open a trap file; it can work without a victim helping.
Scope (S:U)
Damage stays in the same “trust bubble” as the broken component—no big spill into unrelated systems.
Confidentiality (C:N)
Doesn’t really leak secrets in a meaningful way.
Integrity (I:L)
Attackers could change some data, but it’s limited—not everything goes.
Availability (A:N)
Service keeps running; no real outage angle.
 3.9 1.4 [email protected]
5.3 3.1 MEDIUM
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:N/A:N Click to expand
Attack vector (AV:N)
Could be attacked over the internet or any normal routed network—not just someone sitting at the machine.
Attack complexity (AC:L)
Once they can reach the bug, pulling it off is straightforward—no weird race conditions or rare setup.
Privileges required (PR:N)
No account or special rights needed—anonymous or random user is enough.
User interaction (UI:N)
Nobody has to click “OK” or open a trap file; it can work without a victim helping.
Scope (S:U)
Damage stays in the same “trust bubble” as the broken component—no big spill into unrelated systems.
Confidentiality (C:L)
Some sensitive info could get out, but not a total data dump.
Integrity (I:N)
Data isn’t meaningfully altered or forged.
Availability (A:N)
Service keeps running; no real outage angle.
 3.9 1.4 [email protected]

Weakness enumeration for CVE-2022-36022

GitHub Security Advisory for CVE-2022-36022

GHSA-rc39-g977-687w · Severity: medium · Ecosystem: maven — Use of unclaimed s3 bucket in tests and examples

Affected software / configurations for CVE-2022-36022

Vendor Product Version Raw CPE
eclipse deeplearning4j < 1.0.0 cpe:2.3:a:eclipse:deeplearning4j:*:*:*:*:*:*:*:*
eclipse deeplearning4j 1.0.0 cpe:2.3:a:eclipse:deeplearning4j:1.0.0:beta5:*:*:*:*:*:*
eclipse deeplearning4j 1.0.0 cpe:2.3:a:eclipse:deeplearning4j:1.0.0:beta6:*:*:*:*:*:*
eclipse deeplearning4j 1.0.0 cpe:2.3:a:eclipse:deeplearning4j:1.0.0:beta7:*:*:*:*:*:*
eclipse deeplearning4j 1.0.0 cpe:2.3:a:eclipse:deeplearning4j:1.0.0:milestone1:*:*:*:*:*:*
eclipse deeplearning4j 1.0.0 cpe:2.3:a:eclipse:deeplearning4j:1.0.0:milestone1.1:*:*:*:*:*:*
eclipse deeplearning4j 1.0.0 cpe:2.3:a:eclipse:deeplearning4j:1.0.0:milestone2:*:*:*:*:*:*

References for CVE-2022-36022

cvelogic Threat Intelligence