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CVE-2026-41496

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

8.1 HighFix available

PraisonAI is a multi-agent teams system. Prior to praisonai version 4.6.9 and praisonaiagents version 1.6.9, 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. This issue has been patched in praisonai version 4.6.9 and praisonaiagents version 1.6.9.

Attack profile

How easy it is to exploit

Attack vector
Network
Complexity
Low
Privileges needed
Low
User interaction
None

What an attacker can affect

Confidentiality
High
Integrity
High
Availability
None

Exploit likelihood

0.35%Up 0.3 points since May 9, 2026
90%50%10%1%

What each source reports

CVE List Score used 8.1

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

PraisonAI is a multi-agent teams system. Prior to praisonai version 4.6.9 and praisonaiagents version 1.6.9, 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. This issue has been patched in praisonai version 4.6.9 and praisonaiagents version 1.6.9.

Record
CVE-2026-41496
CVSS 3.1
8.1 HighCVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N
Weakness
CWE-89
Updated
2026-11-02
EUVDEUVD-2026-28594 8.1

PraisonAI is a multi-agent teams system. Prior to praisonai version 4.6.9 and praisonaiagents version 1.6.9, 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. This issue has been patched in praisonai version 4.6.9 and praisonaiagents version 1.6.9.

Record
EUVD-2026-28594
CVSS 3.1
8.1 HighCVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N
Updated
2026-11-02
GitHub AdvisoriesGHSA-rg3h-x3jw-7jm5 8.1

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

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:

| Backend | File | Line | Injection points | | ---------------- | -------------------------------------------- | --------------- | ----------------------- | | MySQL | persistence/conversation/mysql.py | 65 | 5 | | PostgreSQL | persistence/conversation/postgres.py | 89 (+schema:88) | 10 | | Async SQLite | persistence/conversation/async_sqlite.py | 43 | 13 | | Async MySQL | persistence/conversation/async_mysql.py | 65 | 13 | | Async PostgreSQL | persistence/conversation/async_postgres.py | 63 | 13 | | Turso/LibSQL | persistence/conversation/turso.py | 66 | 9 | | SingleStore | persistence/conversation/singlestore.py | 51 | 7 | | Supabase | persistence/conversation/supabase.py | 68 | 9 | | SurrealDB | persistence/conversation/surrealdb.py | 57 | 8 | | Total | 9 backends | | 52 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…
Record
GHSA-rg3h-x3jw-7jm5
CVSS 3.1
8.1 HighCVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N
Weakness
CWE-89
Updated
2026-11-02
NVD 8.1

PraisonAI is a multi-agent teams system. Prior to praisonai version 4.6.9 and praisonaiagents version 1.6.9, 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. This issue has been patched in praisonai version 4.6.9 and praisonaiagents version 1.6.9.

Record
CVE-2026-41496
CVSS 3.1
8.1 HighCVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N
Weakness
CWE-89
Updated
2026-11-02
OSV 8.1

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

PraisonAI is a multi-agent teams system. Prior to praisonai version 4.6.9 and praisonaiagents version 1.6.9, 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. This issue has been patched in praisonai version 4.6.9 and praisonaiagents version 1.6.9.

Record
CVE-2026-41496
CVSS 3.1
8.1 HighCVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N
Weakness
CWE-89
Updated
2026-11-02
OSVGHSA-rg3h-x3jw-7jm5 8.1

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

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:

| Backend | File | Line | Injection points | | ---------------- | -------------------------------------------- | --------------- | ----------------------- | | MySQL | persistence/conversation/mysql.py | 65 | 5 | | PostgreSQL | persistence/conversation/postgres.py | 89 (+schema:88) | 10 | | Async SQLite | persistence/conversation/async_sqlite.py | 43 | 13 | | Async MySQL | persistence/conversation/async_mysql.py | 65 | 13 | | Async PostgreSQL | persistence/conversation/async_postgres.py | 63 | 13 | | Turso/LibSQL | persistence/conversation/turso.py | 66 | 9 | | SingleStore | persistence/conversation/singlestore.py | 51 | 7 | | Supabase | persistence/conversation/supabase.py | 68 | 9 | | SurrealDB | persistence/conversation/surrealdb.py | 57 | 8 | | Total | 9 backends | | 52 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…
Record
GHSA-rg3h-x3jw-7jm5
CVSS 3.1
8.1 HighCVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N
Weakness
CWE-89
Updated
2026-11-02
OSVPYSEC-2026-2923 8.1

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

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:

| Backend | File | Line | Injection points | | ---------------- | -------------------------------------------- | --------------- | ----------------------- | | MySQL | persistence/conversation/mysql.py | 65 | 5 | | PostgreSQL | persistence/conversation/postgres.py | 89 (+schema:88) | 10 | | Async SQLite | persistence/conversation/async_sqlite.py | 43 | 13 | | Async MySQL | persistence/conversation/async_mysql.py | 65 | 13 | | Async PostgreSQL | persistence/conversation/async_postgres.py | 63 | 13 | | Turso/LibSQL | persistence/conversation/turso.py | 66 | 9 | | SingleStore | persistence/conversation/singlestore.py | 51 | 7 | | Supabase | persistence/conversation/supabase.py | 68 | 9 | | SurrealDB | persistence/conversation/surrealdb.py | 57 | 8 | | Total | 9 backends | | 52 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…
Record
PYSEC-2026-2923
CVSS 3.1
8.1 HighCVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N
Updated
2026-11-02
OSVPYSEC-2026-2952 8.1

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

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:

| Backend | File | Line | Injection points | | ---------------- | -------------------------------------------- | --------------- | ----------------------- | | MySQL | persistence/conversation/mysql.py | 65 | 5 | | PostgreSQL | persistence/conversation/postgres.py | 89 (+schema:88) | 10 | | Async SQLite | persistence/conversation/async_sqlite.py | 43 | 13 | | Async MySQL | persistence/conversation/async_mysql.py | 65 | 13 | | Async PostgreSQL | persistence/conversation/async_postgres.py | 63 | 13 | | Turso/LibSQL | persistence/conversation/turso.py | 66 | 9 | | SingleStore | persistence/conversation/singlestore.py | 51 | 7 | | Supabase | persistence/conversation/supabase.py | 68 | 9 | | SurrealDB | persistence/conversation/surrealdb.py | 57 | 8 | | Total | 9 backends | | 52 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…
Record
PYSEC-2026-2952
CVSS 3.1
8.1 HighCVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N
Updated
2026-11-02

Affected products

Affected packages

Affected packages
PackageAffectedFixed
praisonai
PyPI
through 4.5.148
4.5.149
praisonaiagents
PyPI
through 1.6.7
1.6.8
praisonai
PyPI
before 4.5.149, plus listed versions
0.0.10.0.100.0.110.0.120.0.13
Show 45 moreShow less
0.0.140.0.150.0.160.0.170.0.180.0.190.0.20.0.200.0.210.0.220.0.230.0.240.0.250.0.260.0.270.0.280.0.290.0.30.0.300.0.310.0.320.0.330.0.340.0.350.0.360.0.370.0.380.0.390.0.40.0.400.0.410.0.420.0.430.0.440.0.450.0.460.0.470.0.480.0.490.0.50.0.500.0.520.0.530.0.540.0.55
4.5.149
praisonaiagents
PyPI
before 1.6.8, plus listed versions
0.0.10.0.100.0.1000.0.1010.0.102
Show 45 moreShow less
0.0.1030.0.1040.0.1050.0.1060.0.1070.0.1080.0.1090.0.110.0.1100.0.1110.0.1120.0.1130.0.1140.0.1150.0.1160.0.1170.0.1180.0.1190.0.120.0.1200.0.1210.0.1220.0.1230.0.1240.0.1250.0.1260.0.1270.0.1280.0.1290.0.130.0.1300.0.1310.0.1320.0.1330.0.1340.0.1350.0.1360.0.1370.0.1380.0.1390.0.140.0.1400.0.1410.0.1420.0.143
1.6.8

History

History
RecordedChangedSources
first indexedCVE List, EUVD, GitHub Advisories, NVD, OSV

Dates are when Every CVE recorded each change. Upstream dates may differ.

In short

CVE-2026-41496 is a high vulnerability (CVSS 8.1) in Mervinpraison Praisonai, published April 17, 2026. No source lists public exploit code. EPSS puts the chance of exploitation in the next 30 days at 0.35%, the 28th percentile. Fixed in praisonai 4.5.149.

References

This page doesn't list everything

Left out here: 1,136 versions and the rest of 4 source descriptions. The JSON record has them.

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