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CVE Record

CVE-2021-38153: Timing Attack Vulnerability for Apache Kafka Connect and Clients

Some components in Apache Kafka use `Arrays.equals` to validate a password or key, which is vulnerable to timing attacks that make brute force attacks for such credentials more likely to be successful. Users should upgrade to 2.8.1 or higher, or 3.0.0 or higher where this vulnerability has been fixed. The affected versions include Apache Kafka 2.0.0, 2.0.1, 2.1.0, 2.1.1, 2.2.0, 2.2.1, 2.2.2, 2.3.0, 2.3.1, 2.4.0, 2.4.1, 2.5.0, 2.5.1, 2.6.0, 2.6.1, 2.6.2, 2.7.0, 2.7.1, and 2.8.0.

UnknownCVSS not scoredNot KEV-listedUpdated
Glexia's TakeAutomated analysismoderate

Security readout for executives and security teams

Plain-English summary

CVE-2021-38153 is a timing weakness in Apache Kafka credential checks. Certain Kafka components compared passwords or keys in a way that could leak small timing differences, making brute force attempts more practical under the right conditions.

Executive priority

Prioritize remediation for Kafka systems handling sensitive data, exposed to broad internal networks, or using shared service credentials. The main business risk is improved credential guessing, not direct remote code execution based on the provided sources.

Technical view

Apache Kafka versions 2.0.0 through 2.8.0 used Arrays.equals in some password or key validation paths. That comparison can return timing differences based on matched bytes, a CWE-203 observable discrepancy. Apache says the issue is fixed in 2.8.1 or higher, and 3.0.0 or higher.

Likely exposure

Exposure is most likely where affected Kafka Connect or Kafka client components are deployed and an attacker can repeatedly trigger credential validation while measuring response timing. Inventory should include direct Kafka deployments, bundled Kafka distributions, and applications carrying affected Kafka client libraries.

Exploitation context

The bundle does not show CISA KEV listing or cited active exploitation. Practical exploitation depends on repeated attempts, measurable timing signals, and valid access to a relevant validation path. Treat it as a credential-risk issue, not confirmed internet-wide exploitation.

Researcher notes

Evidence is limited to the CVE description, Apache CVE listing, and release/backport mailing-list references. No CVSS vector is provided in the bundle. Do not assume fixed backport versions beyond the stated 2.8.1+ or 3.0.0+ guidance without vendor confirmation.

Mitigation direction

  • Upgrade Apache Kafka to 2.8.1 or higher, or 3.0.0 or higher.
  • Identify applications using affected Kafka client libraries and update those dependencies.
  • Check downstream vendor advisories for bundled Kafka fixes and supported upgrade paths.
  • Reduce unnecessary network access to Kafka Connect, brokers, and client-facing services.
  • Investigate credential abuse if logs show unusual repeated authentication attempts.

Validation and detection

  • Confirm no Kafka runtime reports version 2.0.0 through 2.8.0.
  • Review dependency manifests and container images for affected Kafka client versions.
  • Verify Kafka Connect workers and client applications use fixed Kafka packages.
  • Check authentication logs for repeated failed attempts against Kafka-related services.
  • Document any vendor-packaged Kafka instances and their advisory status.
Prepared
Confidence
high
Sources
6

Generated from the cited source records. This long-tail analysis has not been individually reviewed by a named human.

Potential ATT&CK relevance

Conservative CVE-to-ATT&CK context

These mappings and lookup hints may be relevant to the vulnerability behavior, CWE, affected product, or exposure path. Glexia-inferred context is not an official MITRE, ATT&CK, CWE, or CVE Program mapping.

ATT&CK lookup starting points

Use these exact CWE pages and searches to review the Glexia ATT&CK library from this CVE's weakness and description context.

cwe · medium confidence lookup

CWE-203: Information exposure and cloud metadata lookup

Information exposure and SSRF weaknesses can make discovery, cloud metadata, and credential material review relevant. Open the exact CWE lookup page first, then review the ATT&CK searches from that MITRE weakness context. This is a Glexia lookup hint, not an official ATT&CK mapping.

Open ATT&CK lookup
description · low confidence lookup

Credential and access behavior lookup

The CVE wording references authentication or credential exposure, so valid-account and credential-access review may help. This is a Glexia inferred lookup path, not an official MITRE, ATT&CK, or CVE Program mapping.

Open ATT&CK lookup
cve · low confidence lookup

CVE-2021-38153 mapping review

Open the CVE-to-ATT&CK bridge for reviewed, inferred, or future official mappings tied to this CVE.

Open ATT&CK lookup
Vulnerability profileCVE Program record
Severity
Unknown
CVSS
Not scored
Known Exploited
No
Published
Official CVE source material

CNA and ADP enrichment extracted from CVE v5

These fields come from the CVE record and ADP containers, not from Glexia's Take. They preserve time-varying source decisions such as CISA SSVC, KEV status, CVSS metrics, and provider references.

0CVSS vectors
0Timeline events
0ADP providers
12Source links

CVSS and timeline data

No CVSS vectors or timeline events were available in the normalized CVE source material.

Source materials

Affected products

Products and packages named in the record

VendorProductVersion / packageStatus
Apache Software FoundationApache KafkaApache Kafka 2.0.x, Apache Kafka 2.1.x, Apache Kafka 2.2.x, Apache Kafka 2.3.x, Apache Kafka 2.4.x, Apache Kafka 2.5.x, Apache Kafka 2.6.x, Apache Kafka 2.7.x, Apache Kafka 2.8.xListed
Weakness

CWE details

CWE links open Glexia weakness intelligence pages with official CWE context, developer remediation guidance, and related CVE mappings.

CWE-203 · source CWE mapping

Observable Discrepancy

Observable Discrepancy represents a recurring weakness pattern that can create exploitable paths when design, validation, or implementation controls are missing.