Patch Forecast
Amber warning
Patch this week.

CVE-2026-61428 · GHSA-qj9c-59p6-8cgx

PraisonAI: AgentMail webhook lacks signature verification, allowing unauthenticated message injection and sender spoofing

Risk score
65/100
CVSS
7.3 v3.1
Exploit chance (30 days)
0.4%
Published
7 Oct 2026

Open in the live forecast Today's forecast

What to know

What it is
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 b…
Affected
praisonai (pip) <= 4.6.77
Fix
Upgrade praisonai to 4.6.78 or later.
Exploitation
Public proof of concept

Story map

Story map: praisonaiTHE FLAWSTHE FIXCVE-2026-61428PraisonAI: AgentMail webhooklacks signature verification,allowing unauthenticated…CVSS 7.3 · EPSS 0%CVE-2026-61445PraisonAI: AICoder ArbitraryFile Write and CommandExecution via LLM Tool CallsCVSS 9.9 · EPSS 1%CVE-2026-61426PraisonAI: AgentOS defaults tonetwork-exposed no-authmode, allowing…CVSS 8.6 · EPSS 0%CVE-2026-61435PraisonAI: Call APIlocalhost-only authenticationbypass via spoofed Host headerCVSS 8.2 · EPSS 1%Upgrade praisonai4.6.78or later on your release lineWho is exposedpraisonai (pip) <= 4.6.77AMBER · PATCH THIS WEEKpraisonaiThe AICoder UI componentexposes write_to_file andexecute_command tools to theLLM with no path validation andno command sanitization. Anattacker can achieve arbitraryfile write to any location on…Where it standsPublic proof of conceptCONNECTS TOSame weaknessCWE-290 (CWE-290)54 other warnings in 30 days →
Story map: the flaws, the fix, how it unfolded and what it connects to. Boxes link to the record or article.

At a glance

praisonai: Amber, patch this week. The AICoder UI component exposes write_to_file and execute_command tools to the LLM with no path validation and no command sanitization. An attacker can achieve arbitrary file write to any location on the filesystem (including /root/.ssh/authorized_keys, /etc/crontab) and arbitrary command execution through prompt inj…

The flaws

  • CVE-2026-61428: PraisonAI: AgentMail webhook lacks signature verification, allowing unauthenticated message injection and sender spoofing (CVSS 7.3 · EPSS 0%)
  • CVE-2026-61445: PraisonAI: AICoder Arbitrary File Write and Command Execution via LLM Tool Calls (CVSS 9.9 · EPSS 1%)
  • CVE-2026-61426: PraisonAI: AgentOS defaults to network-exposed no-auth mode, allowing unauthenticated agent invocation and instruction disclosure (CVSS 8.6 · EPSS 0%)
  • CVE-2026-61435: PraisonAI: Call API localhost-only authentication bypass via spoofed Host header (CVSS 8.2 · EPSS 1%)

The fix

Upgrade praisonai: 4.6.78 or later on your release line

Who is exposed: praisonai (pip) <= 4.6.77

Where it stands

  • Public proof of concept

Connects to

Why it is Amber

  • CVSS 7.3 high
  • Public exploit or proof of concept referenced
  • Remotely exploitable without logging in
  • On your watchlist: PyPI

Affected packages

PackageEcosystemVulnerableFixed in
praisonaipip<= 4.6.774.6.78

References

Original 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: ```python # _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`: ```http POST /webhook HTTP/1.1 Host: 127.0.0.1:18080 Content-Type: application/json {"type":"message.received","data":{"from":"attacker@evil.example","extracted_text":"PRAISONAI_WEBHOOK_INJECT_CANARY_7f3a91 ...","subject":"hello","headers":{}}} ``` 2. `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":"attacker@evil.example","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.

Last activity 7 Oct 2026. Patch Forecast updates every hour.