CVE-2026-61429: PraisonAI Crawl4AI/Chromium Backend Is Also Affected Vulnerability
HIGHCVE-2026-61429 is a HIGH (CVSS 8.5) crawl4ai/chromium backend is also affected vulnerability (CWE-367: Time-of-check Time-of-use (TOCTOU) Race Condition) affecting PraisonAI libraries in the PyPI ecosystem. The issue involves crawl4ai/chromium backend is also affected by the `web_crawl` ssrf validation bypass. Remediation is available by upgrading affected packages to version 1.6.78.
CVE-2026-61429 at a Glance
Security Impact
CVSS: 8.5
The security impact metrics below are parsed directly from the CVSS v3.1 vector string (CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:H/I:L/A:N).
How to Fix CVE-2026-61429
To remediate this vulnerability, upgrade all affected PraisonAI dependencies to a patched release. Both direct and transitive dependencies should be checked, as frameworks or security libraries may pull in vulnerable versions transitively.
pip install praisonaiagents>=1.6.78
Run the following command in your project directory to verify that all resolved dependencies use the patched release:
pip show praisonaiagents
How to Check if You Are Affected
To determine whether your Python environment is affected by CVE-2026-61429, inspect your installed packages using pip:
pip show praisonaiagents
Analyze the terminal output to locate any version of PraisonAI in your dependency tree. If any resolved version matches the vulnerable ranges listed in the table below (for example, versions earlier than 1.6.78), your application is affected.
Note: The pip show praisonaiagents command checks currently installed packages in your active Python environment.
Technical Details
Vulnerability Mechanism & Technical Analysis
This vulnerability is classified under CWE-367: Time-of-check Time-of-use (TOCTOU) Race Condition, where the product checks the state of a resource before using that resource, but the resource's state can change between the check and the use in a way that invalidates the results of the check. In PraisonAI, software state validation or input boundaries are circumvented during processing. Review the official source advisory statement below for specific affected components, classes, and reproduction details.
Source Advisory Statement
CVE-2026-61429 Affected PraisonAI Versions
1 component(s)| Product / Package | Ecosystem | Affected Versions | Fixed Version |
|---|---|---|---|
|
praisonaiagents
|
PyPI |
< 1.6.78
|
1.6.78
|
References
Frequently Asked Questions
What is CVE-2026-61429?
Which PraisonAI versions are affected?
What version fixes CVE-2026-61429?
Is praisonaiagents affected?
What is the CVSS score of CVE-2026-61429?
What CWE is associated with CVE-2026-61429?
How can I check PyPI dependencies for CVE-2026-61429?
Machine-readable OSV JSON
OSV v1.5 Schema
{
"schema_version" : "1.4.0",
"id" : "GHSA-6g59-gm2v-qhvq",
"modified" : "2026-10-07T20:22:17Z",
"published" : "2026-10-07T20:22:17Z",
"aliases" : [ "CVE-2026-61429" ],
"summary" : "PraisonAI: Crawl4AI/Chromium backend is also affected by the `web_crawl` SSRF validation bypass",
"details" : "## Summary\n\nThe DNS-rebinding / redirect SSRF bypass in PRAI-05 is **not limited to the httpx/urllib backend**. When `crawl4ai` (headless Chromium via Playwright) is installed, `web_crawl` auto-selects `provider=crawl4ai`, and the headless browser re-resolves DNS and follows redirects on its own — with no per-connection SSRF guard. Runtime-confirmed read-back of the internal canary via both DNS rebinding and redirect (`provider: \"crawl4ai\"`). Status: runtime-confirmed addendum to PRAI-05.\n\n## Details\n\n### Affected component\n- Package `praisonaiagents` 4.6.63. Backend selected when `crawl4ai`+Playwright are installed.\n- Files: `src/praisonai-agents/praisonaiagents/tools/web_crawl_tools.py` (`_crawl_with_crawl4ai`) and `src/praisonai-agents/praisonaiagents/tools/crawl4ai_tools.py` (standalone crawl wrappers).\n\n### Vulnerable code / root cause\n\nPath:\n`src/praisonai-agents/praisonaiagents/tools/web_crawl_tools.py`\n\nFunction:\n`_crawl_with_crawl4ai`\n\nSnippet:\n```python\nasync with AsyncWebCrawler() as crawler:\n for url in urls:\n result = await crawler.arun(url=url) # headless browser: re-resolves DNS, follows redirects\n```\n\nPath:\n`src/praisonai-agents/praisonaiagents/tools/crawl4ai_tools.py`\n\nFunction:\n`Crawl4AITools.crawl` / `crawl4ai`\n\nSnippet:\n```python\nresult = await crawler.arun(url=url, config=config) # no _is_safe_crawl_url / no per-connect validation\n```\n\nIssue: the only SSRF check is the single pre-fetch `_is_safe_crawl_url()` on the initial URL string in `web_crawl()` (see PRAI-05). The headless browser then resolves and connects independently and follows redirects in-browser — no resolved-IP pinning, no per-hop/per-connect validation. Input (`urls`) is attacker/agent-controlled; the sink is `crawler.arun(url=...)`; the guard is bypassed by DNS rebinding (TOCTOU) and by redirects (followed in-browser).\n\n### Attack flow / Why bypassed / Security boundary\nIdentical to PRAI-05: TOCTOU between the guard's resolution and the browser's connection; redirects followed in-browser; internal response returned as crawl `content`. See PRAI-05.\n\n## Proof of Concept\n\n### Environment\n`crawl4ai` + Playwright Chromium installed in a dedicated runtime container (`127.0.0.1:18081`), same controlled internal canary + rebinding DNS. Runnable assets: `PraisonAI-Runtime-Repro\\runtime-files\\` (`docker-compose.crawl.yml`).\n\n### Steps to reproduce\n1. `SSRF-04-01-Crawl4AI-DNS-Rebind-Trigger` → `127.0.0.1:18081`:\n```http\nPOST /tool/web_crawl HTTP/1.1\nHost: 127.0.0.1:18081\nContent-Type: application/json\n\n{\"url\":\"http://rebind.lab:8081/secret\"}\n```\n2. Redirect variant `SSRF-04-03-Crawl4AI-Redirect-Readback`: `{\"url\":\"http://redirector:8082/redirect-to-internal\"}`.\n\n### Expected result\nThe crawl backend refuses internal destinations regardless of DNS timing/redirects.\n\n### Actual result\nHTTP 200, `\"provider\":\"crawl4ai\"`, response `content` contains `PRAISONAI_INTERNAL_SECRET_CANARY_7f3a91` + `FAKE_INTERNAL_TOKEN_DO_NOT_USE_7f3a91` for both the DNS-rebinding and the redirect payload.\n\n### Screenshots\n\n**Crawl4AI DNS rebinding read-back**\n\nThe attacker-controlled `rebind.lab` URL is accepted by the Crawl4AI-backed `web_crawl` endpoint. PraisonAI returns the internal canary response body containing `PRAISONAI_INTERNAL_SECRET_CANARY_7f3a91`.\n\n<img width=\"1542\" height=\"763\" alt=\"01-Crawl4AI-Burp-Readback\" src=\"https://github.com/user-attachments/assets/a03b3a1c-e382-4f67-8ea6-b766dceb4a69\" />\n\n**Crawl4AI DNS rebinding runtime evidence**\n\nThe runtime log shows the Crawl4AI/Chromium backend resolving `rebind.lab` to an internal Docker IP during the fetch phase. The internal canary receives `GET /secret` from a headless Chrome user agent.\n\n<img width=\"1659\" height=\"946\" alt=\"02-Crawl4AI-DNS-Log-And-Internal-Hit\" src=\"https://github.com/user-attachments/assets/d93db090-3e39-43d0-af3b-5d1d8f614db8\" />\n\n**Crawl4AI redirect read-back**\n\nThe attacker-controlled redirector URL is accepted by the Crawl4AI-backed endpoint. PraisonAI follows the redirect and returns the internal canary response body.\n\n<img width=\"1544\" height=\"771\" alt=\"03-Crawl4AI-Redirect-Readback\" src=\"https://github.com/user-attachments/assets/7d05c8aa-5bda-45bc-b94c-bef0bdcf055c\" />\n\n**Crawl4AI redirect runtime evidence**\n\nThe controlled redirector returns `302 -> http://internal-canary:8081/secret`, and the internal canary receives `GET /secret` from the Crawl4AI/Chromium backend.\n\n<img width=\"1590\" height=\"920\" alt=\"04-Crawl4AI-Redirect-Internal-Hit-Log\" src=\"https://github.com/user-attachments/assets/dd9c0fec-3583-43ab-b83c-4470fa6aa409\" />\n\n\n## Impact\nSame class as PRAI-05: read-back SSRF to internal/metadata services, now on the crawl4ai backend. Broadens the affected surface (the flaw is in the shared validate-without-pinning design, not one backend).\n\n## Suggested remediation\nResolve-once + IP-pin + per-connect validation must also cover the crawl4ai backend (constrain the headless browser to the validated IP, or allowlist crawl destinations).",
"severity" : [ {
"type" : "CVSS_V3",
"score" : "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:H/I:L/A:N"
} ],
"affected" : [ {
"package" : {
"ecosystem" : "PyPI",
"name" : "praisonaiagents"
},
"ranges" : [ {
"type" : "ECOSYSTEM",
"events" : [ {
"introduced" : "0"
}, {
"fixed" : "1.6.78"
} ]
} ],
"database_specific" : {
"last_known_affected_version_range" : "<= 1.6.77"
}
} ],
"references" : [ {
"type" : "WEB",
"url" : "https://github.com/MervinPraison/PraisonAI/security/advisories/GHSA-6g59-gm2v-qhvq"
}, {
"type" : "ADVISORY",
"url" : "https://nvd.nist.gov/vuln/detail/CVE-2026-61429"
}, {
"type" : "PACKAGE",
"url" : "https://github.com/MervinPraison/PraisonAI"
}, {
"type" : "WEB",
"url" : "https://www.vulncheck.com/advisories/praisonai-before-ssrf-via-crawl4ai-chromium-backend"
} ],
"database_specific" : {
"cwe_ids" : [ "CWE-200", "CWE-367", "CWE-918" ],
"severity" : "HIGH",
"github_reviewed" : true,
"github_reviewed_at" : "2026-10-07T20:22:17Z",
"nvd_published_at" : null
}
}