CVE-2024-4311Network attack vector

Account takeover via unlimited current-password guesses

Published Nov 14, 2024 · Updated Nov 18, 2024

Improper rate limiting in ZenML before 0.57.0rc2 allows remote authenticated users to take over an account through password changes. The PUT /api/v1/current-user handler verifies a supplied current password without limiting failed attempts, enabling brute-force guessing. A valid authenticated session and user interaction are required; a correct guess permits replacement of that account's password.

CVSS severity5.4
Medium
EPSS probability0.48%
Next 30 days · Sep 16, 2026
Known exploitationUnconfirmed
Based on sourced intelligence
Hinoki checkNot available
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Summary

What happened

Improper rate limiting in ZenML before 0.57.0rc2 allows remote authenticated users to take over an account through password changes. The PUT /api/v1/current-user handler verifies a supplied current password without limiting failed attempts, enabling brute-force guessing. A valid authenticated session and user interaction are required; a correct guess permits replacement of that account's password.

The record

CVE
CVE-2024-4311
Published
Nov 14, 2024
Updated
Nov 18, 2024
Vendor
ZenML
Product
ZenML
Classifications
CWE-770, T1110
Attack vector
network
Privileges
authenticated

Timeline

How it unfolded

  1. Nov 14, 2024CVE publishedPublication date reported by the CVE source.
  2. Nov 18, 2024Record updatedLatest update available in the CVE record.

Exploitability

Present is not the same as exploitable

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Is a vulnerable build present?

Compare these published version ranges with your installed build and any vendor patches.

  1. Affected versionversion=0 <0.57.0
  2. Affected versionversion=unspecified <0.57.0

What conditions does exploitation require?

Attack vectornetwork
Required privilegesauthenticated

What is affected?

ZenML · ZenMLversion=0 <0.57.0; version=unspecified <0.57.0

Published CVSS scores

5.4GitHub Advisory DatabaseCVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:L/I:N/A:H

CVSS describes severity. EPSS estimates exploitation probability.

Attacks

What attackers are doing with it

Daily unique IPs observed by Shadowserver honeypots for known exploited vulnerabilities (KEVs). Missing observations do not establish an absence of attacks.

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No observations available

Sep 10, 2026Sep 16, 2026
Latest reporting daySep 16, 2026
Latest daily unique IPsUnavailable
Prior 30-day averageUnavailable
SourceShadowserver honeypots (KEV)
Vectornetwork
Privilegesauthenticated
Known exploitationUnconfirmed
Public exploitUnconfirmed

Weakness, pattern, technique

CWE-770Allocation of Resources Without Limits or Throttling
T1110Brute Force

Public exploit references

No public exploit references are available in this record.

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Technologies

Your stack

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Your stack

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