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PraisonAI CVE-2026-60085

| EUVDEUVD-2026-44636 HIGH
Improper Check for Dropped Privileges (CWE-273)
8.7
CVSS 4.0 · Vendor: VulnCheck
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Attack ChainAIDerived

Hypothetical attack flow derived from CVE metadata – not a confirmed exploit chain

  1. Access
    Reach exposed PraisonAI agent interface
  2. Delivery
    Submit task invoking blocked command
  3. Exploit
    Sandbox skips policy check
  4. Execution
    Subprocess executes arbitrary command
  5. Impact
    Read secrets or destroy files

Vulnerability Assessment

Weakness
CWE
ASVS 5.0
V8 - Authorization Privilege drop verification
Exploitation Conditions

Exploitation requires that the deployment uses the default Subprocess Sandbox backend and that an attacker can influence the commands/tasks a PraisonAI agent executes (e.g., via a user-facing agent interface or untrusted content the agent processes). The defining condition is that the operator configured security restrictions (blocked_commands, blocked_paths, blocked_imports, allow_subprocess=false, allow_file_write=false) and depends on them - those very restrictions are ignored. Limiting factors: the agent must actually have subprocess/file tooling wired up and be reachable with attacker-controlled instructions; installations that never enabled subprocess execution, that isolate the agent at the OS layer, or that already patched to 4.6.78 are not exposed. Per the CVSS 4.0 vector (PR:N/UI:N) no authentication or user interaction is modeled, but real reachability depends on how the embedding application exposes the agent.

Impact

Signals are moderately strong but partly conflicting. The vendor CVSS 4.0 vector (AV:N/AC:L/AT:N/PR:N/UI:N) implies trivially remote, unauthenticated, low-complexity abuse, yet it scores only confidentiality (VC:H) with VI:N/VA:N - this understates the described impact, since arbitrary subprocess execution and 'destructive operations' clearly imply integrity and availability loss; the impact metrics and the prose disagree, and my independent assessment raises integrity/availability to High. There is no EPSS value, no KEV listing, and no evidence of public POC, so this is not confirmed active exploitation - treat it as a high-severity latent risk rather than an in-the-wild campaign. Real-world exploitability hinges on whether a given deployment exposes the agent to untrusted input and relied on the sandbox for protection; those who never trusted the sandbox are less exposed, while those who deployed it as a security boundary are effectively unprotected.

Exploit ScenarioDerived

An application built on PraisonAI exposes an agent endpoint and configures the Subprocess Sandbox with blocked_commands including 'rm' and allow_subprocess set to deny, assuming it is protected. An attacker submits a task that induces the agent to invoke a shell command; because the policy is never checked, the command runs and the attacker reads credentials from the filesystem or deletes data. No public POC is currently identified, but the low-complexity network vector makes reproduction straightforward for anyone who can influence agent input.

This Week Schedule remediation this week. Why: HIGH severity (CVSS 7.0-8.9).
Patch available 0.2% exploitation probability (EPSS)

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AnalysisAIv1 – Jul 15, 2026

Security-policy bypass in PraisonAI before 4.6.78 renders the default Subprocess Sandbox backend inert, so administrator-defined blocked_commands, blocked_paths, blocked_imports, allow_subprocess, and allow_file_write restrictions are silently ignored. Any actor able to feed instructions into a PraisonAI agent can execute arbitrary subprocess commands, read sensitive files, and perform destructive file operations even though an explicit deny policy is configured. Reported by VulnCheck with a CVSS 4.0 base score of 8.7; no public exploit identified at time of analysis and it is not listed in CISA KEV.

RemediationAI

Vendor-released patch: upgrade PraisonAI to version 4.6.78 or later, which restores enforcement of the sandbox policy; see the advisory at https://github.com/MervinPraison/PraisonAI/security/advisories/GHSA-5r6c-gj4g-r697. Until upgrade is possible, do not rely on the Subprocess Sandbox as a security boundary: disable the subprocess/tool-execution capability entirely (do not set allow_subprocess/allow_file_write true), run the agent process under a dedicated low-privilege OS account inside a container or VM with a read-only filesystem and no network egress, and apply external OS-level controls (seccomp/AppArmor/SELinux, filesystem ACLs) to replicate the intended blocked_commands and blocked_paths - accepting that these coarser controls may block legitimate agent actions and require tuning. Restrict who and what can supply prompts/tasks to the agent so untrusted input cannot reach command execution.

Affected VersionsENISA

PraisonAI 0 <4.6.78

Affected Packages

pypi praisonai fix: 4.6.78

Source: OSV (Open Source Vulnerabilities)

Affects your stack

Affects 1 package in pypi

Checking this CVE against your own stacks and servers is part of the Basic plan and up.

Technical ContextAI · show details

PraisonAI is a Python-based multi-agent AI framework (CPE cpe:2.3:a:mervinpraison:praisonai) that lets LLM-driven agents run tools, including a Subprocess Sandbox backend intended to constrain what commands, paths, and imports an agent may touch. The flaw maps to CWE-273 (Improper Check for Dropped Privileges): the sandbox accepts and stores the security policy (blocked_commands, blocked_paths, blocked_imports, allow_subprocess, allow_file_write) but never evaluates it at execution time, so the guardrails are configuration theater. Because the sandbox is the DEFAULT backend, deployments that appear to be hardened are in fact running with no enforcement, and any command the agent generates or is coerced into running reaches the underlying OS.

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Severity by source

Vendor (VulnCheck) PRIMARY 8.7 HIGH
CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:N/VA:N/SC:N/SI:N/SA:N
vuln.today AI 9.8 CRITICAL

Ignored sandbox allows attacker-influenced arbitrary command execution with no auth or interaction modeled, yielding full confidentiality, integrity, and availability impact; scope unchanged as the OS is the sandbox's own host.

3.1 AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
4.0 AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N

Primary rating from Vendor (VulnCheck).

CVSS VectorVendor: VulnCheck

Attack Vector
Network
Attack Complexity
Low
Attack Requirements
None
Privileges Required
None
User Interaction
None
Vulnerable system: Confidentiality
High
Vulnerable system: Integrity
None
Vulnerable system: Availability
None
Subsequent system: Confidentiality
None
Subsequent system: Integrity
None
Subsequent system: Availability
None

Lifecycle Timeline

2
Patch available
Jul 15, 2026 - 13:03 EUVD
CVE Published
Jul 15, 2026 - 11:25 cve.org
HIGH 8.7

DescriptionCVE.org

PraisonAI before 4.6.78 contains an unenforced security policy vulnerability in the default Subprocess Sandbox backend where blocked_commands, blocked_paths, blocked_imports, allow_subprocess, and allow_file_write restrictions are completely ignored. Attackers can execute arbitrary subprocess commands, read sensitive files, and perform destructive operations despite explicit security policy configuration.

Executive ViewAI

Why It Matters

PraisonAI versions before 4.6.78 contain a critical security-policy bypass that renders all administrator-defined restrictions (blocked commands, blocked paths, blocked imports, file write controls, subprocess policies) silently inert. Any user with agent access can execute arbitrary commands, read sensitive files, and perform destructive operations regardless of explicit deny policies. Organizations using PraisonAI for constrained automation lose all sandbox protections until upgraded, exposing infrastructure and sensitive data to insider threats and compromised agent scenarios.

Business Impact: High
Compensating Controls

Apply vendor patch: upgrade to PraisonAI version 4.6.78 or later.

Threat Intelligence Overview

EPSS Score
0.2%
Top 85% exploitable
Prevalence
Low
niche open-source Python AI-agent framework, limited enterprise footprint
Threat Intel
1
1 source
Data Quality
6 sources
Confidence: High
EUVD NVD CVE.org EPSS Vulnrichment GHSA GitHub

How this decision was reached

The engine reads each signal below and applies a fixed list of rules from top to bottom. The first rule that matches sets the recommended action – like a statement, every line is shown.

SignalValue
Severity HIGH
CISA KEV No
Public POC No
EPSS 0.2%
Patch available Yes
Active threat No
Deciding rule
HIGH severity (CVSS 7.0-8.9)
What every action level means
Emergency Immediate action required. Criteria: CRITICAL + in CISA KEV (actively exploited) without patch, OR CRITICAL + EPSS > 30% without patch, OR CRITICAL + active threat signals without patch.
Act Now Prioritize within 24-48h. Criteria: in KEV with patch available, OR CRITICAL + public POC, OR HIGH + EPSS > 10%, OR CRITICAL + active threat, OR any CRITICAL severity.
This Week Schedule remediation this week. Criteria: HIGH severity (CVSS 7.0-8.9). Patch within normal change window.
This Month Plan within 30 days. Criteria: MEDIUM severity (CVSS 4.0-6.9), lower exploitation probability. Include in regular patch cycle.
Monitor Track and reassess. Criteria: LOW severity (CVSS 0.1-3.9), minimal exploitation risk. No immediate action needed.

SSVC AssessmentENISA

SSVC Decision
Scheduled
Exploitation
None
System Exposure· derived
Open
Automatable
Yes
Human Impact
High
Technical Impact
Partial

Priority Score

44
Low Medium High Critical
KEV: 0
EPSS: 0
CVSS: +44
PoC: 0
Weaponized: 0
Threat intel: 0
Gov advisory: 0

Attack Technique

Information disclosure occurs when an application unintentionally exposes sensitive data that aids attackers in reconnaissance or directly compromises security.

CVE-2026-61447 CRITICAL POC
10.0 Jul 11

Remote code execution in PraisonAI before 1.6.78 allows attackers to run arbitrary Python on the host by manipulating th

CVE-2026-57139 CRITICAL POC
9.8 Sep 15

PraisonAI's TypeScript MCP server (npm package `praisonai`, versions 1.5.0 through 1.7.1) exposes an HTTP JSON-RPC trans

CVE-2026-55536 CRITICAL POC
9.1 Aug 25

WebSocket origin-validation bypass in PraisonAI's Browser Server (praisonai/browser/server.py) before 4.6.58 lets an att

CVE-2026-55541 HIGH POC
8.8 Aug 25

PraisonAI's `praisonai serve` subsystem (agents and unified modes) accepts an `--api-key` CLI flag that is parsed but ne

CVE-2026-61439 HIGH POC
8.7 Jul 11

System prompt extraction and unauthorized tool invocation in PraisonAI before 4.6.78 arise because the prompt-injection

CVE-2026-55534 HIGH POC
8.6 Aug 25

Unauthenticated remote agent invocation in PraisonAI versions 4.6.34 through 4.6.57 allows any network-reachable caller

CVE-2026-55526 HIGH POC
8.5 Aug 25

SSRF protection bypass in PraisonAI's praisonaiagents library (all versions before 1.6.58) lets low-privileged users rou

CVE-2026-61429 HIGH POC
8.4 Jul 11

Server-side request forgery in PraisonAI's Crawl4AI/Chromium crawling backend (all versions before 1.6.78) lets low-priv

CVE-2026-55533 HIGH POC
8.2 Aug 25

Authentication fail-open in PraisonAI's Recipe HTTP server allows unauthenticated remote attackers to invoke recipe exec

CVE-2026-55528 HIGH POC
8.2 Aug 25

Authentication bypass in PraisonAI's AgentServer component exposes all routes - /publish, /events, /info, /health - to u

CVE-2026-55522 HIGH POC
7.8 Aug 05

Arbitrary Python code execution in PraisonAI's workflow include feature allows an attacker who controls a local recipe d

CVE-2026-55523 HIGH POC
7.7 Aug 05

Server-side request forgery in PraisonAI's web_crawl() function (versions 1.5.128-1.6.57) allows an attacker who can inf

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