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CVE-2019-10099

24
FAUCET Score

CVE-2019-10099 describes a data exposure vulnerability in Apache Spark versions prior to 2.3.3, where user data could be written to local disk unencrypted despite encryption being enabled. This includes cached blocks, SparkR parallelize operations, PySpark broadcast/parallelize, and Python UDFs. The vulnerability carries a CVSS score of 7.5 (HIGH), indicating a network-based attack with low complexity that could lead to high confidentiality impact. There is currently no evidence of active exploitation, public exploit code (Metasploit, Nuclei, ExploitDB), or significant community discussion or media coverage surrounding this CVE.

Impacted Technologies

VendorProductVersion(s)CPE
>= 1.0.2, <= 1.6.3CPE matchmatch criteria
cpe:2.3:a:apache:spark:*:*:*:*:*:*:*:*
>= 2.0.0, <= 2.0.2CPE matchmatch criteria
cpe:2.3:a:apache:spark:*:*:*:*:*:*:*:*
>= 2.1.0, <= 2.1.3CPE matchmatch criteria
cpe:2.3:a:apache:spark:*:*:*:*:*:*:*:*
>= 2.2.0, <= 2.2.2CPE matchmatch criteria
cpe:2.3:a:apache:spark:*:*:*:*:*:*:*:*
>= 2.3.0, < 2.3.2CPE matchmatch criteria
cpe:2.3:a:apache:spark:*:*:*:*:*:*:*:*

CVSS Data

CVSS version used by this source: 3.1

7.5HIGH

CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N

Attack Vector
NETWORK
Attack Complexity
LOW
Privileges Required
NONE
User Interaction
NONE
Scope
UNCHANGED
Confidentiality Impact
HIGH
Integrity Impact
NONE
Availability Impact
NONE
Exploitability Score
3.9
Impact Score
3.6
CvssVersion
3.1

Exploit Intelligence

EPSS Score
1.29%
Probability of exploitation in next 30 days
EPSS Percentile
67.3%
Percentile rank of EPSS score among Peer Group
As of 2026-07-27
Model: v2026.06.15
This CVE's current EPSS score of 0.0129 is in the 47th percentile among its peer group of 51,551 CVEs.

Social Chatter

The average CVE in this peer group has 0.0 Twitter, 0.0 Reddit, 0.1 Bluesky, 0.1 Mastodon, and 0.4 GitHub mentions.

Media Mentions

No media coverage found for this CVE.

The average CVE in this peer group has 0.1 InfoSec Media, 0.0 Vendor Blog, and 0.0 Security Researcher mentions.

Remediation

Patch Available

Vendor Patches (2)

mavenpatch availablevia ghsa
Product: org.apache.spark:spark-core_2.11Fixed in: 2.3.3
pippatch availablevia ghsa
Product: pysparkFixed in: 2.3.3

Vendor Advisories (1)

mavenGHSA-fp5j-3fpf-mhj5high

Sensitive data written to disk unencrypted in Spark

Aug 8, 2019

References

lists.apache.org / thread.html/c2a39c207421797f82823a8aff488dcd332d9544038307bf69a2ba9e%40%3Cuser.spark.apache.org%3E
lists.apache.org / thread.html/ra216b7b0dd82a2c12c2df9d6095e689eb3f3d28164e6b6587da69fae%40%3Ccommits.spark.apache.org%3E
lists.apache.org / thread.html/rabe1d47e2bf8b8f6d9f3068c8d2679731d57fa73b3a7ed1fa82406d2%40%3Cissues.spark.apache.org%3E