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HIGH severity

CVE-2026-41496 — praisonai

HIGH

CVE-2026-41496 is a high-severity (CVSS 8.1) SQL Injection vulnerability in praisonai. A fix is available for praisonai — see the affected versions and patch details below.

PraisonAI: SQL Injection via unvalidated `table_prefix` in 9 conversation store backends (incomplete fix for CVE-2026-40315)

Also known asGHSA-rg3h-x3jw-7jm5PYSEC-2026-2923PYSEC-2026-2952
Published
Updated
Affected
2 pkgs
Patched
2 / 2
Exploits
None indexed
Exploitation data as of Nov 4, 2026 · OSV.dev, NVD, FIRST.org (EPSS)

Exploitation Status

Proof-of-concept exploit code exists

  • CISA’s SSVC triage found public proof-of-concept exploit code for this CVE, though no confirmed active exploitation.
  • A successful exploit gives an attacker total control of the affected component, not partial access.

Exploitation and automatability from CISA’s SSVC triage for CVE-2026-41496.

EPSS Exploitation Probability

via FIRST.org ↗
0.3%probability of exploitation in next 30 days
Lower Risk0.00%
Lower risk than most CVEs28th percentile — riskier than 28% of all scored CVEsHighest risk
0.00%0.30%0.61%0.91%0.0%0.3%Jun 26Sep 26Nov 26

Probability of exploitation in the next 30 days, from FIRST.org EPSS.

How urgent is this, really

Where this sits among everything scored

Real-World Exposure

2 pkgs affected
🐍praisonai🐍praisonaiagents

Real-time download stats are indexed for npm and PyPI packages. This vulnerability affects PyPI packages — download data is not available via public APIs for these ecosystems.

Description

The fix for CVE-2026-40315 added input validation to SQLiteConversationStore only. Nine sibling backends — MySQL, PostgreSQL, async SQLite/MySQL/PostgreSQL, Turso, SingleStore, Supabase, SurrealDB — pass table_prefix straight into f-string SQL. Same root cause, same code pattern, same exploitation. 52 unvalidated injection points across the codebase.

postgres.py additionally accepts an unvalidated schema parameter used directly in DDL.

Severity

High — CWE-89 (SQL Injection)

CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N — 8.1

Exploitable in any deployment where table_prefix is derived from external input (multi-tenant setups, API-driven configuration, user-modifiable config files). Default config ("praison_") is not affected.

Details

The CVE-2026-40315 fix added this guard to sqlite.py:52:

# sqlite.py — PATCHED
import re
if not re.match(r'^[a-zA-Z0-9_]*$', table_prefix):
    raise ValueError("table_prefix must contain only alphanumeric characters and underscores")

The following backends perform the identical table_prefix → f-string SQL pattern without this guard:

BackendFileLineInjection points
MySQLpersistence/conversation/mysql.py655
PostgreSQLpersistence/conversation/postgres.py89 (+schema:88)10
Async SQLitepersistence/conversation/async_sqlite.py4313
Async MySQLpersistence/conversation/async_mysql.py6513
Async PostgreSQLpersistence/conversation/async_postgres.py6313
Turso/LibSQLpersistence/conversation/turso.py669
SingleStorepersistence/conversation/singlestore.py517
Supabasepersistence/conversation/supabase.py689
SurrealDBpersistence/conversation/surrealdb.py578
Total9 backends52 injection points

Additionally, praisonai-agents/praisonaiagents/storage/backends.py:179 (SQLiteBackend) accepts table_name without validation.

PoC

#!/usr/bin/env python3
"""
Demonstrates: sqlite.py rejects malicious table_prefix, mysql.py accepts it.
Run: python3 poc.py  (no dependencies required)
"""
import re

payload = "x'; DROP TABLE users; --"

# ── SQLite (patched) ────────────────────────────────────────────────
try:
    if not re.match(r'^[a-zA-Z0-9_]*$', payload):
        raise ValueError("blocked")
    print(f"[SQLite] FAIL — accepted: {payload}")
except ValueError:
    print(f"[SQLite] OK — rejected malicious table_prefix")

# ── MySQL (unpatched) ───────────────────────────────────────────────
sessions_table = f"{payload}sessions"
sql = f"CREATE TABLE IF NOT EXISTS {sessions_table} (session_id VARCHAR(255) PRIMARY KEY)"
print(f"[MySQL]  VULN — generated SQL:\n  {sql}")

# ── PostgreSQL (unpatched — both table_prefix AND schema) ──────────
schema = "public; DROP SCHEMA data CASCADE; --"
sessions_table = f"{schema}.praison_sessions"
sql = f"CREATE SCHEMA IF NOT EXISTS {schema}"
print(f"[Postgres] VULN — schema injection:\n  {sql}")

Output:

[SQLite] OK — rejected malicious table_prefix
[MySQL]  VULN — generated SQL:
  CREATE TABLE IF NOT EXISTS x'; DROP TABLE users; --sessions (session_id VARCHAR(255) PRIMARY KEY)
[Postgres] VULN — schema injection:
  CREATE SCHEMA IF NOT EXISTS public; DROP SCHEMA data CASCADE; --

Vulnerable code (mysql.py, representative)

# mysql.py:65-67 — NO validation
self.table_prefix = table_prefix                    # ← raw input
self.sessions_table = f"{table_prefix}sessions"     # ← into identifier
self.messages_table = f"{table_prefix}messages"

# mysql.py:105 — straight into DDL
cur.execute(f"""
    CREATE TABLE IF NOT EXISTS {self.sessions_table} (
        session_id VARCHAR(255) PRIMARY KEY, ...
    )
""")

Compare with the patched sqlite.py:52:

# sqlite.py:52-53 — HAS validation
if not re.match(r'^[a-zA-Z0-9_]*$', table_prefix):
    raise ValueError("table_prefix must contain only alphanumeric characters and underscores")

Impact

When table_prefix originates from untrusted input — multi-tenant tenant names, API request parameters, user-editable config — an attacker achieves arbitrary SQL execution against the backing database. The injected SQL runs in the context of DDL and DML operations (CREATE TABLE, INSERT, SELECT, DELETE), giving the attacker read/write/delete access to the entire database.

PostgreSQL's schema parameter adds a second injection vector in DDL (CREATE SCHEMA IF NOT EXISTS {schema}).

Affected Packages

2 total 2 fixed
EcosystemPackageVulnerable rangeFix
🐍PyPIpraisonaiall versions4.5.149pip install --upgrade 'praisonai==4.5.149'
🐍PyPIpraisonaiagentsall versions1.6.8pip install --upgrade 'praisonaiagents==1.6.8'

Affected Products

2 products · 2 configurations
Application
praisonaipraison
< 4.6.9
range
Application
praisonaiagentspraison
< 1.6.9
range

Detection & mitigation playbook

Open-source dependency
  1. Detect

    Scan your dependency tree (package-lock.json, pnpm-lock.yaml, requirements.txt, go.sum, etc.) for praisonai, including transitive dependencies — a direct dependency you never call can still pull in a vulnerable version.

  2. Fix

    Update praisonai to 4.5.149 or later, then make sure no transitive (indirect) dependency still pins the vulnerable range — O3 confirms CVE-2026-41496 is resolved across your whole dependency graph.

  3. Workarounds

    Until you can upgrade, make sure every query built from user input uses parameterised statements or a prepared-statement API rather than string concatenation, and reduce the database account's privileges so an injected query cannot read or alter data beyond what the feature needs.

Frequently Asked Questions

The fix for [CVE-2026-40315](https://github.com/MervinPraison/PraisonAI/security/advisories/GHSA-x783-xp3g-mqhp) added input validation to `SQLiteConversationStore` only. Nine sibling backends — MySQL, PostgreSQL, async SQLite/MySQL/PostgreSQL, Turso, SingleStore, Supabase, SurrealDB — pass `table_prefix` straight into f-string SQL. Same root cause, same code pattern, same exploitation. 52 unvalidated injection points across the codebase. `postgres.py` additionally accepts an unvalidated `schema` parameter used directly in DDL. ### Severity **High** — CWE-89 (SQL Injection) CVSS:3.1/AV:N/A
O3 Security · Impact-Aware SCA

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CVE-2026-41496: praisonai SQL Injection — Fixed in 4.5.149