Your RSA-2048 keys break in 2030. Find every one of them before attackers do.
🐍
🐍 PyPI
Not in CISA KEV
HIGH severity

PraisonAI: AgentMail webhook lacks signature verification, allowing unauthenticated message injection and sender spoofingGHSA-qj9c-59p6-8cgx

HIGH

GHSA-qj9c-59p6-8cgx is a high-severity (CVSS 7.3) CWE-290 vulnerability in praisonai. A fix is available for praisonai — see the affected versions and patch details below.

Also known asCVE-2026-61428PYSEC-2026-4259
Published
Updated
Affected
1 pkg
Patched
1 / 1
Exploits
None indexed
Exploitation data as of Oct 23, 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.
  • CISA assesses this as automatable — exploitation doesn’t require manual, per-target effort, which raises the odds of mass scanning and opportunistic attacks.

Exploitation and automatability from CISA’s SSVC triage for GHSA-qj9c-59p6-8cgx.

EPSS Exploitation Probability

via FIRST.org ↗
0.4%probability of exploitation in next 30 days
Lower Risk0.00%
Lower risk than most CVEs30th percentile — riskier than 30% of all scored CVEsHighest risk
0.00%0.29%0.58%0.87%0.2%0.4%0.4%0.4%Aug 26Oct 26Oct 26

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

How urgent is this, really

GHSA-qj9c-59p6-8cgx by exploitation likelihood (EPSS) against impact (CVSS). Outside the shaded patch-first corner.

Where this sits among everything scored

Of 394,803 CVEs with a current EPSS score, this one falls in the < 10% band (highlighted). Counts from FIRST.org, log-scaled.

Real-World Exposure

1 pkg affected
🐍praisonai

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

Summary

PraisonAI's AgentMail bot, when run in webhook (or hybrid) mode, starts an aiohttp webhook server bound to 0.0.0.0 and processes inbound message.received events without verifying any signature/HMAC and without authentication. The sender address and message body are taken directly from the attacker-controlled request body, so any network peer can inject messages into the agent with a spoofed sender (bypassing sender allow/block lists) and have the agent process the content and reply to an attacker-chosen address. Sibling bots (linear.py, whatsapp.py) fail closed when no secret is configured; AgentMail omits the check entirely. Runtime-confirmed; severity Medium.

Details

Affected component

  • Package: praisonai 4.6.63. File: src/praisonai/praisonai/bots/agentmail.py (AgentMailBot, webhook/hybrid mode).

Vulnerable code / root cause

Path: src/praisonai/praisonai/bots/agentmail.py

Function: _start_webhook_mode / _handle_email_webhook / _handle_message

Snippet:

# _start_webhook_mode: binds all interfaces
self._webhook_site = web.TCPSite(self._webhook_runner, "0.0.0.0", self._webhook_port)

# _handle_email_webhook: no signature/HMAC check, no auth
body = await request.json()
if body.get("type") != "message.received":
    return web.Response(status=200, text="OK")
asyncio.create_task(self._process_webhook_payload(body))   # dispatch attacker body
return web.Response(status=200, text="OK")

# _handle_message: agent processes content, replies to attacker-controlled sender
response = await self._session.chat(self._agent, sender_id, body, ...)
await self.send_message(channel_id=sender_id, ...)

Issue: attacker-controlled input is the raw webhook JSON (from, extracted_text, subject). The guard that should exist is provider signature verification — there is none here (no svix/HMAC, no webhooks_require_verification() call). The sink is self._session.chat(self._agent, ...) (agent invocation) and send_message(channel_id=sender_id, ...) (reply to the spoofed sender). Sibling handlers src/praisonai/praisonai/bots/linear.py and bots/whatsapp.py call webhooks_require_verification() and reject when no secret is set — AgentMail does not, so it fails open.

Attack flow

  1. Operator runs the AgentMail bot in webhook/hybrid mode (documented; binds 0.0.0.0, default path /webhook, default port 8080).
  2. Attacker POSTs a crafted message.received event with a spoofed from and arbitrary extracted_text.
  3. The agent processes the content; any reply is sent to the attacker-chosen sender_id.

Why existing protection is bypassed

There is no protection on this handler: no signature verification, no webhooks_require_verification() gate, no auth. Sender allow/block lists are bypassed because from is attacker-controlled.

Security boundary

Unauthenticated network peer → agent message pipeline + reply destination. Crosses the bot's inbound trust boundary (provider webhooks are expected to be signed/authenticated).

Proof of Concept

Environment

Real AgentMailBot._handle_email_webhook mounted in a local runtime (127.0.0.1:18080); the agent layer is a canary recorder (/webhook-log). No real email is sent. Runnable assets: PraisonAI-Runtime-Repro\runtime-files\.

Steps to reproduce

  1. PRAI-03-01-Webhook-Spoofed-Sender:
POST /webhook HTTP/1.1
Host: 127.0.0.1:18080
Content-Type: application/json

{"type":"message.received","data":{"from":"[email protected]","extracted_text":"PRAISONAI_WEBHOOK_INJECT_CANARY_7f3a91 ...","subject":"hello","headers":{}}}
  1. PRAI-03-02-Agent-Reached-Response: GET /webhook-log.

Expected result

The webhook should reject unsigned/unauthenticated events; spoofed senders should not reach the agent.

Actual result

  • POST /webhook → 200 OK (no auth/signature).
  • GET /webhook-log → {"reached_agent":[{"sender":"[email protected]","content":"...PRAISONAI_WEBHOOK_INJECT_CANARY_7f3a91...","source":"webhook"}],"count":1}.

Impact

Unauthenticated message injection into the agent; sender spoofing (access-control bypass); agent reply/exfiltration to an attacker-chosen address; prompt-injection surface; LLM cost abuse. If the agent has dangerous tools, escalation via prompt injection is possible.

Affected Packages

1 total 1 fixed
EcosystemPackageVulnerable rangeFix
🐍PyPIpraisonaiall versions4.6.78pip install --upgrade 'praisonai==4.6.78'

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 4.6.78 or later, then make sure no transitive (indirect) dependency still pins the vulnerable range — O3 confirms GHSA-qj9c-59p6-8cgx is resolved across your whole dependency graph.

  3. Workarounds

    If you can't upgrade right away: gate or disable the affected feature, validate untrusted input at the boundary, and avoid passing attacker-controlled data into the vulnerable path. O3's runtime protection blocks exploitation in production as an interim safeguard until the upgrade lands.

Frequently Asked Questions

## Summary PraisonAI's AgentMail bot, when run in webhook (or hybrid) mode, starts an aiohttp webhook server bound to `0.0.0.0` and processes inbound `message.received` events **without verifying any signature/HMAC and without authentication**. The sender address and message body are taken directly from the attacker-controlled request body, so any network peer can inject messages into the agent with a spoofed sender (bypassing sender allow/block lists) and have the agent process the content and reply to an attacker-chosen address. Sibling bots (`linear.py`, `whatsapp.py`) fail closed when no
O3 Security · Impact-Aware SCA

Is GHSA-qj9c-59p6-8cgx in your dependencies?

Find it across PyPI, including transitive dependencies.

PraisonAI: AgentMail webhook lacks signature…