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TI-2026-40466 Aliases CVE-2026-56074GHSA-ffp3-3562-8cv3

PraisonAI - Tool Approval Cache Bypass via Coarse-Grained Caching

Priority MEDIUM 63CWE-863Published · Updated

Key facts

Attack vector
Local
Privileges required
None
User interaction
Passive
Attack complexity
Low
Attack requirements
None
Impact type
Security bypass
Confidentiality · integrity · availability
High · None · None
Fix status
Fixed

Attack profile from CVSS 4.0 · CNA. Fix status from CNA and GitHub. Impact type from CWE-863.

Summary

PraisonAI before 1.5.128 caches tool approval decisions by tool name only, not by invocation arguments, allowing subsequent execute_command calls to bypass approval prompts. Attackers can exploit this by obtaining initial approval for a benign command, then silently exfiltrate API keys and credentials via subsequent shell commands without user consent.

Why it matters now

Exploitation Proof of concept CISA SSVC · not in CISA KEV
EPSS 0.00176 7th percentileScored 2026-11-07
Fix Fixed PraisonAI (PraisonAI): 1.5.128praisonaiagents (PyPI): 4.5.128

SSVC decision points

CISA ADP · SSVC 2.0.3

Exploitation
Poc
Automatable
No
Technical impact
Partial

The decision (Track, Attend, Act) also depends on your mission and well-being impact; see CISA's SSVC guide.

Affected products

VendorProductAffected versionsFixed inStatusSource
PraisonAIPraisonAIbefore 1.5.1281.5.128Patch availableCNA
—praisonaiagents (PyPI)before 4.5.1284.5.128Patch availableGHSA-ffp3-3562-8cv3
  • PraisonAI VendorPraisonAI Affected before 1.5.128 Fixed in 1.5.128 Patch available CNA
  • praisonaiagents (PyPI) Vendor— Affected before 4.5.128 Fixed in 4.5.128 Patch available GHSA-ffp3-3562-8cv3

Remediation

  • Fix · CNA PraisonAI (PraisonAI) Fixed in 1.5.128
  • Fix · GHSA-ffp3-3562-8cv3 praisonaiagents (PyPI) Fixed in 4.5.128 Advisory →

Fixed in the same release

Records fixed by the same vendor advisory or release, as the CNA lists them.

  • Release ·

    PraisonAI 1.5.128

    2 records Highest priority Priority HIGH 1 HIGH, 1 MEDIUM

    Other records, highest priority first

    • TI-2026-40468 PraisonAI - Cross-Origin Agent Execution via Hardcoded Wildcard CORS and Missing Authentication on AGUI EndpointPriority HIGH 72
    Show all 2 records →

Timeline

  1. 2026-10-02 Threatist record created from CVE-2026-56074
  2. 2026-10-03 Alias added: GHSA-ffp3-3562-8cv3

References

Advisory 2

Other 2

  • TI-2026-40470 PraisonAI - Arbitrary File Read and Write via Path Traversal in MultiAgentMonitor CVSS 4.0HIGH 8.7
  • TI-2026-40467 PraisonAI - Arbitrary Shell Command Execution via Hardcoded Approval Mode Override CVSS 4.0HIGH 8.7
  • TI-2026-40468 PraisonAI - Cross-Origin Agent Execution via Hardcoded Wildcard CORS and Missing Authentication on AGUI Endpoint CVSS 4.0HIGH 8.6
  • TI-2026-42218 PraisonAI - Authorization Bypass via Unvalidated project_id in Issue Create/Update CVSS 4.0MEDIUM 5.3
  • TI-2026-40469 PraisonAI - Information Disclosure via Shared MultiAgentLedger State CVSS 4.0HIGH 7.1

Sources

This product uses the NVD API but is not endorsed or certified by the NVD. Sources and licences