VYPR
Moderate severityNVD Advisory· Published Jun 18, 2026

PraisonAI - Tool Approval Cache Bypass via Coarse-Grained Caching

CVE-2026-56074

Description

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.

AI Insight

LLM-synthesized narrative grounded in this CVE's description and references.

Affected packages

Versions sourced from the GitHub Security Advisory.

PackageAffected versionsPatched versions
praisonaiagentsPyPI
< 4.5.1284.5.128

Affected products

1

Patches

Vulnerability mechanics

References

5

News mentions

1