CVE-2026-61430: PraisonAI DNS Rebinding Bypass Vulnerability

HIGH
Advisory Identifier: GHSA-qg25-6gc4-48mg
CVSS 8.5
CWE-367 CWE-918 CWE-200
Published
Advisory Summary

CVE-2026-61430 is a HIGH (CVSS 8.5) dns rebinding bypass vulnerability (CWE-367: Time-of-check Time-of-use (TOCTOU) Race Condition) affecting PraisonAI libraries in the PyPI ecosystem. The issue involves dns rebinding bypass in `web_crawl` ssrf protection allows internal response disclosure. Remediation is available by upgrading affected packages to version 1.6.78.

CVE-2026-61430 at a Glance

CVE Identifier CVE-2026-61430
GHSA Identifier GHSA-qg25-6gc4-48mg
Severity HIGH
CVSS v3.1 Base Score 8.5
CWE Classification CWE-367: Time-of-check Time-of-use (TOCTOU) Race Condition
Affected Product PraisonAI
Package Ecosystem PyPI
Published Date
Last Updated

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).

Attack Vector Network (AV:N)
Attack Complexity Low (AC:L)
Privileges Required Low (PR:L)
User Interaction None (UI:N)
Scope Changed (S:C)
Confidentiality High (C:H)
Integrity Low (I:L)
Availability None (A:N)

How to Fix CVE-2026-61430

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.

praisonaiagents fixed: 1.6.78
pip install praisonaiagents>=1.6.78
Verify Direct and Transitive Dependencies

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-2026-61430, 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

## Summary PraisonAI's `web_crawl` agent tool performs a server-side HTTP fetch of an agent/attacker-influenced URL. SSRF is meant to be prevented by `_is_safe_crawl_url()`, which resolves the hostname and rejects private/loopback/link-local IPs **at validation time**. The validated value is the URL *string* (not a pinned IP); the fetch backend then **re-resolves the hostname at connection time**. Because validation and connection perform two independent DNS resolutions, a **DNS-rebinding** domain that returns a public IP during validation and an internal IP during the fetch fully bypasses the guard, and the internal HTTP response body is returned to the caller. This is **SSRF with internal response disclosure (read-back)** — not blind SSRF. Runtime-confirmed against PraisonAI 4.6.63; the crawl response returned the controlled internal markers `PRAISONAI_INTERNAL_SECRET_CANARY_7f3a91` / `FAKE_INTERNAL_TOKEN_DO_NOT_USE_7f3a91`. Severity High. Reachable by any actor who can influence the URL an agent crawls (e.g. a chat/bot/agent surface). ## Details ### Affected component - Package: `praisonaiagents` (PraisonAI), version **4.6.63**. - File: `src/praisonai-agents/praisonaiagents/tools/web_crawl_tools.py`; tool `web_crawl` / `crawl_web` (part of the default bot tool set). ### Vulnerable code / root cause **Code point 1 — check-time-only DNS validation, no IP pinning** Path: `src/praisonai-agents/praisonaiagents/tools/web_crawl_tools.py` Function: `_is_safe_crawl_url` Snippet: ```python for info in socket.getaddrinfo(hostname, None): # resolve at CHECK time ip = ipaddress.ip_address(info[4][0]) if (ip.is_loopback or ip.is_private or ip.is_link_local or ip.is_multicast or ip.is_unspecified): return False return True ``` Issue: the guard validates the hostname by resolving it **once at check time**. It does not pin the resolved IP and does not return/forward that IP to the HTTP client. Any later resolution can differ. **Code point 2 — guard runs, then the URL *string* is handed to the backend** Function: `web_crawl` Snippet: ```python for u in raw_url_list: if _is_safe_crawl_url(u): # validate the URL string url_list.append(u) ... results = _crawl_with_httpx(url_list) # or _crawl_with_crawl4ai(url_list) ``` Issue: attacker-controlled input (`urls`) is validated as a string; the backend then fetches that string and **re-resolves DNS independently** of the guard. There is no shared, pinned IP between check and fetch. **Code point 3 — `_crawl_with_httpx` backend re-resolves (redirect re-validation does not stop rebinding)** Function: `_crawl_with_httpx` Snippet: ```python with httpx.Client(follow_redirects=False, timeout=30.0) as client: for _ in range(max_redirects + 1): if not _is_safe_crawl_url(current): # re-resolves hostname (CHECK) raise ValueError("Redirect target failed SSRF validation") response = client.get(current) # resolves AGAIN at CONNECT ``` Issue: even with per-hop redirect re-validation, `_is_safe_crawl_url(current)` and `client.get(current)` are **two separate DNS resolutions** of the same hostname. A rebinding domain answers public to the check and internal to the connect → TOCTOU bypass. No IP pinning. **Code point 4 — urllib fallback (same function), no per-hop guard** Snippet: ```python import urllib.request with urllib.request.urlopen(url, timeout=30) as response: # re-resolves + auto-follows redirects content = response.read().decode('utf-8', errors='ignore') ``` Issue: when `httpx` is not installed, this fallback inside `_crawl_with_httpx` fetches the URL and auto-follows redirects with no per-hop/per-connect validation. (Results from this function are labelled `"provider": "httpx"` regardless of which path runs.) **Code point 5 — crawl4ai/Chromium backend (confirmed addendum)** The crawl4ai backend (`_crawl_with_crawl4ai` → `crawler.arun(url=url)`, headless Chromium) is also runtime-confirmed affected (browser re-resolves DNS / follows redirects with no per-connect guard). To keep this report focused on the `web_crawl` SSRF guard, the backend-specific evidence is in `SSRF-04_Crawl4AI_SSRF_Backend_Addendum.md`. ### Attack flow 1. Attacker controls a hostname (e.g. `rebind.lab`) whose authoritative DNS rebinds. 2. Lookup #1 (the guard) → a public IP → `_is_safe_crawl_url()` returns true. 3. The backend re-resolves → the attacker's DNS now answers an internal/private IP (cloud metadata, loopback, internal service). 4. The backend connects to the internal service and returns its body to the caller → internal data disclosure. ### Why existing protection is bypassed - The guard validates the hostname, not a pinned IP; check and connect resolve independently → DNS rebinding (TOCTOU) defeats it on every backend. - Redirect re-validation (httpx path) re-checks the *hostname* but still re-resolves at connect, so it does not stop rebinding; the urllib fallback and crawl4ai backends have no per-hop guard at all. ### Security boundary The server-side fetch reaches internal/loopback/metadata services not exposed to the attacker and returns their content (CVSS Scope: Changed). Reachable wherever an agent can be induced to crawl an attacker-supplied URL (PR:L). An unauthenticated single-request path to `web_crawl` read-back was not found in 4.6.63 (so PR:N / Critical is not claimed). ## Proof of Concept ### Environment Real PraisonAI 4.6.63 in a local Docker runtime; a controlled internal canary service (Docker-internal only, not published) returns synthetic markers; a controlled DNS responder implements rebinding for `rebind.lab`. No public host / real metadata / real secret. Runnable assets: `PraisonAI-Runtime-Repro\runtime-files\`. ### Steps to reproduce 1. Burp Repeater tab `PRAI-05-01-DNS-Rebind-Trigger` → `127.0.0.1:18080`: ```http POST /tool/web_crawl HTTP/1.1 Host: 127.0.0.1:18080 Content-Type: application/json {"url":"http://rebind.lab:8081/secret"} ``` 2. Send (`PRAI-05-02-DNS-Rebind-Secret-Readback` captures the response). If a send returns the "blocked" error, the rebinding DNS auto-resets (~3s) — resend. 3. Redirect variant: `PRAI-05-03-Redirect-Trigger` / `PRAI-05-04-Redirect-Secret-Readback` send `{"url":"http://redirector:8082/redirect-to-internal"}`. ### Expected result A safe SSRF guard refuses destinations that resolve to internal/private IPs regardless of DNS timing or redirects, and does not return internal content. ### Actual result HTTP 200 with the internal body in the crawl result. Primary evidence is the `provider: "httpx"` backend returning the internal canary via DNS rebinding: ```json {"input_url":"http://rebind.lab:8081/secret", "result":{"content":"{ ... \"secret\": \"PRAISONAI_INTERNAL_SECRET_CANARY_7f3a91\", \"token\": \"FAKE_INTERNAL_TOKEN_DO_NOT_USE_7f3a91\" ... }","provider":"httpx"}} ``` The redirect variant returns the same internal markers via a redirect chain (`provider: "httpx"`). ### Screenshots **DNS rebinding read-back** The attacker-controlled `rebind.lab` URL is accepted by `web_crawl`, and the PraisonAI response contains the internal canary response body. <img width="1543" height="785" alt="01-DNS-Rebind-Burp-Readback" src="https://github.com/user-attachments/assets/e86e95dd-3d3a-4bef-b1c6-cb897234a212" /> **DNS rebinding runtime evidence** The runtime log shows `rebind.lab` first resolving to an allowed/public IP during validation (`guard-pass`), then resolving to an internal Docker IP during the actual fetch (`fetch-hit`). The internal canary receives `GET /secret` from the PraisonAI container. <img width="1654" height="828" alt="02-DNS-Rebind-DNS-Log-And-Internal-Hit" src="https://github.com/user-attachments/assets/f1d28046-de34-48f0-9bee-bbe26e598d5f" /> **Redirect-based SSRF read-back** The attacker-controlled redirector URL is accepted by `web_crawl`. PraisonAI follows the redirect and returns the internal canary response body containing `PRAISONAI_INTERNAL_SECRET_CANARY_7f3a91`. <img width="1540" height="772" alt="03-Redirect-Burp-Readback" src="https://github.com/user-attachments/assets/79eec159-4b9f-44be-a9eb-b15aba35ead8" /> **Redirect chain runtime evidence** The controlled redirector returns `302 -> http://internal-canary:8081/secret`, and the internal canary receives `GET /secret`, confirming that the server-side client followed the redirect into the internal network. <img width="1637" height="894" alt="04-Redirect-Internal-Hit-Log" src="https://github.com/user-attachments/assets/1c503e30-9d01-4d32-8658-497f755a969e" /> ### Reproduction assets The attached archive contains the local Docker runtime used to reproduce the issue with controlled canary services only. It does not contain real secrets, real cloud metadata access, or third-party API keys. [PraisonAI-Runtime-Repro.zip](https://github.com/user-attachments/files/29142379/PraisonAI-Runtime-Repro.zip) ## Impact SSRF against internal/loopback/cloud-metadata endpoints with **disclosure of internal HTTP responses** (read-back) to the attacker. Bypasses the project's SSRF protection on every fetch backend. ## Suggested remediation 1. Resolve the host once, reject all returned records that are private/loopback/link-local/ULA/CGNAT/metadata, then **connect to that exact validated IP** (pin it; send the original `Host`). Do not let the HTTP client / browser re-resolve. 2. Apply the same validation + IP pinning to every backend (httpx, urllib fallback, crawl4ai) and every redirect hop. 3. Disable automatic redirect following (or cap + re-validate each hop with pinning). 4. Treat IPv4-mapped IPv6, decimal/octal/hex IPs, and CGNAT/non-global ranges as unsafe.

CVE-2026-61430 Affected PraisonAI Versions

1 component(s)
Fixed Versions:
1.6.78
Product / Package Ecosystem Affected Versions Fixed Version
praisonaiagents
PyPI
< 1.6.78
1.6.78

References

Frequently Asked Questions

What is CVE-2026-61430?
CVE-2026-61430 is a security vulnerability in PraisonAI involving DNS rebinding bypass in `web_crawl` SSRF protection allows internal response disclosure under CWE-367: Time-of-check Time-of-use (TOCTOU) Race Condition.
Which PraisonAI versions are affected?
Affected versions include releases prior to 1.6.78 across affected packages: praisonaiagents.
What version fixes CVE-2026-61430?
Upgrading to 1.6.78 (or the latest patched release for your respective branch) resolves the vulnerability.
Is praisonaiagents affected?
Yes, praisonaiagents is affected in releases prior to 1.6.78. Upgrade your dependency to 1.6.78 or later.
What is the CVSS score of CVE-2026-61430?
CVE-2026-61430 has a CVSS v3.1 base score of 8.5 (HIGH) with vector string CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:H/I:L/A:N.
What CWE is associated with CVE-2026-61430?
CVE-2026-61430 is classified under CWE-367: Time-of-check Time-of-use (TOCTOU) Race Condition (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.).
How can I check PyPI dependencies for CVE-2026-61430?
Run the dependency tree command: 'pip show praisonaiagents'. This command lists direct and transitive dependencies in your build configuration so you can verify if a vulnerable version is resolved.
Machine-readable OSV JSON OSV v1.5 Schema
Normalized schema output
{
  "schema_version" : "1.4.0",
  "id" : "GHSA-qg25-6gc4-48mg",
  "modified" : "2026-10-08T16:36:50Z",
  "published" : "2026-10-08T16:36:50Z",
  "aliases" : [ "CVE-2026-61430" ],
  "summary" : "PraisonAI: DNS rebinding bypass in `web_crawl` SSRF protection allows internal response disclosure",
  "details" : "## Summary\n\nPraisonAI's `web_crawl` agent tool performs a server-side HTTP fetch of an agent/attacker-influenced URL. SSRF is meant to be prevented by `_is_safe_crawl_url()`, which resolves the hostname and rejects private/loopback/link-local IPs **at validation time**. The validated value is the URL *string* (not a pinned IP); the fetch backend then **re-resolves the hostname at connection time**. Because validation and connection perform two independent DNS resolutions, a **DNS-rebinding** domain that returns a public IP during validation and an internal IP during the fetch fully bypasses the guard, and the internal HTTP response body is returned to the caller.\n\nThis is **SSRF with internal response disclosure (read-back)** — not blind SSRF. Runtime-confirmed against PraisonAI 4.6.63; the crawl response returned the controlled internal markers `PRAISONAI_INTERNAL_SECRET_CANARY_7f3a91` / `FAKE_INTERNAL_TOKEN_DO_NOT_USE_7f3a91`. Severity High. Reachable by any actor who can influence the URL an agent crawls (e.g. a chat/bot/agent surface).\n\n## Details\n\n### Affected component\n- Package: `praisonaiagents` (PraisonAI), version **4.6.63**.\n- File: `src/praisonai-agents/praisonaiagents/tools/web_crawl_tools.py`; tool `web_crawl` / `crawl_web` (part of the default bot tool set).\n\n### Vulnerable code / root cause\n\n**Code point 1 — check-time-only DNS validation, no IP pinning**\n\nPath:\n`src/praisonai-agents/praisonaiagents/tools/web_crawl_tools.py`\n\nFunction:\n`_is_safe_crawl_url`\n\nSnippet:\n```python\nfor info in socket.getaddrinfo(hostname, None):          # resolve at CHECK time\n    ip = ipaddress.ip_address(info[4][0])\n    if (ip.is_loopback or ip.is_private or ip.is_link_local\n            or ip.is_multicast or ip.is_unspecified):\n        return False\nreturn True\n```\nIssue: the guard validates the hostname by resolving it **once at check time**. It does not pin the resolved IP and does not return/forward that IP to the HTTP client. Any later resolution can differ.\n\n**Code point 2 — guard runs, then the URL *string* is handed to the backend**\n\nFunction:\n`web_crawl`\n\nSnippet:\n```python\nfor u in raw_url_list:\n    if _is_safe_crawl_url(u):       # validate the URL string\n        url_list.append(u)\n...\nresults = _crawl_with_httpx(url_list)   # or _crawl_with_crawl4ai(url_list)\n```\nIssue: attacker-controlled input (`urls`) is validated as a string; the backend then fetches that string and **re-resolves DNS independently** of the guard. There is no shared, pinned IP between check and fetch.\n\n**Code point 3 — `_crawl_with_httpx` backend re-resolves (redirect re-validation does not stop rebinding)**\n\nFunction:\n`_crawl_with_httpx`\n\nSnippet:\n```python\nwith httpx.Client(follow_redirects=False, timeout=30.0) as client:\n    for _ in range(max_redirects + 1):\n        if not _is_safe_crawl_url(current):   # re-resolves hostname (CHECK)\n            raise ValueError(\"Redirect target failed SSRF validation\")\n        response = client.get(current)        # resolves AGAIN at CONNECT\n```\nIssue: even with per-hop redirect re-validation, `_is_safe_crawl_url(current)` and `client.get(current)` are **two separate DNS resolutions** of the same hostname. A rebinding domain answers public to the check and internal to the connect → TOCTOU bypass. No IP pinning.\n\n**Code point 4 — urllib fallback (same function), no per-hop guard**\n\nSnippet:\n```python\nimport urllib.request\nwith urllib.request.urlopen(url, timeout=30) as response:   # re-resolves + auto-follows redirects\n    content = response.read().decode('utf-8', errors='ignore')\n```\nIssue: when `httpx` is not installed, this fallback inside `_crawl_with_httpx` fetches the URL and auto-follows redirects with no per-hop/per-connect validation. (Results from this function are labelled `\"provider\": \"httpx\"` regardless of which path runs.)\n\n**Code point 5 — crawl4ai/Chromium backend (confirmed addendum)**\n\nThe crawl4ai backend (`_crawl_with_crawl4ai` → `crawler.arun(url=url)`, headless Chromium) is also runtime-confirmed affected (browser re-resolves DNS / follows redirects with no per-connect guard). To keep this report focused on the `web_crawl` SSRF guard, the backend-specific evidence is in `SSRF-04_Crawl4AI_SSRF_Backend_Addendum.md`.\n\n### Attack flow\n1. Attacker controls a hostname (e.g. `rebind.lab`) whose authoritative DNS rebinds.\n2. Lookup #1 (the guard) → a public IP → `_is_safe_crawl_url()` returns true.\n3. The backend re-resolves → the attacker's DNS now answers an internal/private IP (cloud metadata, loopback, internal service).\n4. The backend connects to the internal service and returns its body to the caller → internal data disclosure.\n\n### Why existing protection is bypassed\n- The guard validates the hostname, not a pinned IP; check and connect resolve independently → DNS rebinding (TOCTOU) defeats it on every backend.\n- Redirect re-validation (httpx path) re-checks the *hostname* but still re-resolves at connect, so it does not stop rebinding; the urllib fallback and crawl4ai backends have no per-hop guard at all.\n\n### Security boundary\nThe server-side fetch reaches internal/loopback/metadata services not exposed to the attacker and returns their content (CVSS Scope: Changed). Reachable wherever an agent can be induced to crawl an attacker-supplied URL (PR:L). An unauthenticated single-request path to `web_crawl` read-back was not found in 4.6.63 (so PR:N / Critical is not claimed).\n\n## Proof of Concept\n\n### Environment\nReal PraisonAI 4.6.63 in a local Docker runtime; a controlled internal canary service (Docker-internal only, not published) returns synthetic markers; a controlled DNS responder implements rebinding for `rebind.lab`. No public host / real metadata / real secret. Runnable assets: `PraisonAI-Runtime-Repro\\runtime-files\\`.\n\n### Steps to reproduce\n1. Burp Repeater tab `PRAI-05-01-DNS-Rebind-Trigger` → `127.0.0.1:18080`:\n```http\nPOST /tool/web_crawl HTTP/1.1\nHost: 127.0.0.1:18080\nContent-Type: application/json\n\n{\"url\":\"http://rebind.lab:8081/secret\"}\n```\n2. Send (`PRAI-05-02-DNS-Rebind-Secret-Readback` captures the response). If a send returns the \"blocked\" error, the rebinding DNS auto-resets (~3s) — resend.\n3. Redirect variant: `PRAI-05-03-Redirect-Trigger` / `PRAI-05-04-Redirect-Secret-Readback` send `{\"url\":\"http://redirector:8082/redirect-to-internal\"}`.\n\n### Expected result\nA safe SSRF guard refuses destinations that resolve to internal/private IPs regardless of DNS timing or redirects, and does not return internal content.\n\n### Actual result\nHTTP 200 with the internal body in the crawl result. Primary evidence is the `provider: \"httpx\"` backend returning the internal canary via DNS rebinding:\n```json\n{\"input_url\":\"http://rebind.lab:8081/secret\",\n \"result\":{\"content\":\"{ ... \\\"secret\\\": \\\"PRAISONAI_INTERNAL_SECRET_CANARY_7f3a91\\\", \\\"token\\\": \\\"FAKE_INTERNAL_TOKEN_DO_NOT_USE_7f3a91\\\" ... }\",\"provider\":\"httpx\"}}\n```\nThe redirect variant returns the same internal markers via a redirect chain (`provider: \"httpx\"`).\n\n### Screenshots\n\n**DNS rebinding read-back**\n\nThe attacker-controlled `rebind.lab` URL is accepted by `web_crawl`, and the PraisonAI response contains the internal canary response body.\n\n<img width=\"1543\" height=\"785\" alt=\"01-DNS-Rebind-Burp-Readback\" src=\"https://github.com/user-attachments/assets/e86e95dd-3d3a-4bef-b1c6-cb897234a212\" />\n\n**DNS rebinding runtime evidence**\n\nThe runtime log shows `rebind.lab` first resolving to an allowed/public IP during validation (`guard-pass`), then resolving to an internal Docker IP during the actual fetch (`fetch-hit`). The internal canary receives `GET /secret` from the PraisonAI container.\n\n<img width=\"1654\" height=\"828\" alt=\"02-DNS-Rebind-DNS-Log-And-Internal-Hit\" src=\"https://github.com/user-attachments/assets/f1d28046-de34-48f0-9bee-bbe26e598d5f\" />\n\n**Redirect-based SSRF read-back**\n\nThe attacker-controlled redirector URL is accepted by `web_crawl`. PraisonAI follows the redirect and returns the internal canary response body containing `PRAISONAI_INTERNAL_SECRET_CANARY_7f3a91`.\n\n<img width=\"1540\" height=\"772\" alt=\"03-Redirect-Burp-Readback\" src=\"https://github.com/user-attachments/assets/79eec159-4b9f-44be-a9eb-b15aba35ead8\" />\n\n**Redirect chain runtime evidence**\n\nThe controlled redirector returns `302 -> http://internal-canary:8081/secret`, and the internal canary receives `GET /secret`, confirming that the server-side client followed the redirect into the internal network.\n\n<img width=\"1637\" height=\"894\" alt=\"04-Redirect-Internal-Hit-Log\" src=\"https://github.com/user-attachments/assets/1c503e30-9d01-4d32-8658-497f755a969e\" />\n\n### Reproduction assets\n\nThe attached archive contains the local Docker runtime used to reproduce the issue with controlled canary services only. It does not contain real secrets, real cloud metadata access, or third-party API keys.\n\n[PraisonAI-Runtime-Repro.zip](https://github.com/user-attachments/files/29142379/PraisonAI-Runtime-Repro.zip)\n\n## Impact\nSSRF against internal/loopback/cloud-metadata endpoints with **disclosure of internal HTTP responses** (read-back) to the attacker. Bypasses the project's SSRF protection on every fetch backend.\n\n## Suggested remediation\n1. Resolve the host once, reject all returned records that are private/loopback/link-local/ULA/CGNAT/metadata, then **connect to that exact validated IP** (pin it; send the original `Host`). Do not let the HTTP client / browser re-resolve.\n2. Apply the same validation + IP pinning to every backend (httpx, urllib fallback, crawl4ai) and every redirect hop.\n3. Disable automatic redirect following (or cap + re-validate each hop with pinning).\n4. Treat IPv4-mapped IPv6, decimal/octal/hex IPs, and CGNAT/non-global ranges as unsafe.",
  "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-qg25-6gc4-48mg"
  }, {
    "type" : "ADVISORY",
    "url" : "https://nvd.nist.gov/vuln/detail/CVE-2026-61430"
  }, {
    "type" : "ADVISORY",
    "url" : "https://nvd.nist.gov/vuln/detail/CVE-2026-62169"
  }, {
    "type" : "PACKAGE",
    "url" : "https://github.com/MervinPraison/PraisonAI"
  }, {
    "type" : "WEB",
    "url" : "https://www.vulncheck.com/advisories/praisonai-before-dns-rebinding-ssrf-via-web-crawl"
  } ],
  "database_specific" : {
    "cwe_ids" : [ "CWE-200", "CWE-367", "CWE-918" ],
    "severity" : "HIGH",
    "github_reviewed" : true,
    "github_reviewed_at" : "2026-10-08T16:36:50Z",
    "nvd_published_at" : "2026-07-15T17:16:52Z"
  }
}