CVE-2026-47393Public exploitNetwork attack vector

Unauthenticated agent execution via disabled API authentication

Published Jul 21, 2026 · Updated Jul 21, 2026

Missing authentication in PraisonAI before 4.6.40 allows remote attackers to invoke generated API agents through exposed endpoints. The deploy API generator sets APIConfig.auth_enabled to false by default, causing check_auth() to return true without validating a bearer token. When an operator exposes the generated Flask server, unauthenticated requests can consume LLM API credits and exercise tools configured for its agents.

CVSS severity9.8
Critical
EPSS probability0.78%
Next 30 days · Sep 16, 2026
Known exploitationUnconfirmed
Based on sourced intelligence
Hinoki checkNot available
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Summary

What happened

Missing authentication in PraisonAI before 4.6.40 allows remote attackers to invoke generated API agents through exposed endpoints. The deploy API generator sets APIConfig.auth_enabled to false by default, causing check_auth() to return true without validating a bearer token. When an operator exposes the generated Flask server, unauthenticated requests can consume LLM API credits and exercise tools configured for its agents.

The record

CVE
CVE-2026-47393
Published
Jul 21, 2026
Updated
Jul 21, 2026
Vendor
PraisonAI
Product
PraisonAI
Classifications
CWE-1188, CWE-306, T1190
Attack vector
network
Privileges
unauthenticated

Timeline

How it unfolded

  1. Jul 21, 2026CVE publishedPublication date reported by the CVE source.
  2. Jul 21, 2026Record 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=< 4.6.40

What conditions does exploitation require?

Attack vectornetwork
Required privilegesunauthenticated

What is affected?

PraisonAI · PraisonAIversion=< 4.6.40

Published CVSS scores

9.8GitHubCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/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
Privilegesunauthenticated
Known exploitationUnconfirmed
Public exploitPublished

Weakness, pattern, technique

CWE-1188Initialization of a Resource with an Insecure Default
CWE-306Missing Authentication for Critical Function
T1190Exploit Public-Facing Application

Public exploit references

Labels summarize the accepted research assessment. They do not indicate a test against your environment.

Technologies

Your stack

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Your stack

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