Vulnerability-Lookup

CVE-2026-41488 (GCVE-0-2026-41488)

Vulnerability from cvelistv5 – Published: 2026-04-24 20:57 – Updated: 2026-04-27 13:40

Title

angchain-openai: Image token counting SSRF protection can be bypassed via DNS rebinding

Summary

LangChain is a framework for building agents and LLM-powered applications. Prior to 1.1.14, langchain-openai's _url_to_size() helper (used by get_num_tokens_from_messages for image token counting) validated URLs for SSRF protection and then fetched them in a separate network operation with independent DNS resolution. This left a TOCTOU / DNS rebinding window: an attacker-controlled hostname could resolve to a public IP during validation and then to a private/localhost IP during the actual fetch.

Severity

3.1 (Low)


                        
                          CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:L/I:N/A:N

SSVC

Exploitation: none Automatable: no Technical Impact: partial

CISA Coordinator · CISA-ADP (v2.0.3)

Decision recorded 2026-04-27 13:40 UTC

CWE

CWE-918 - Server-Side Request Forgery (SSRF)

Assigner

GitHub_M mitre root

References

1 reference

URL	Tags
https://github.com/langchain-ai/langchain/securit…	x_refsource_CONFIRM

Impacted products

1 product

Vendor	Product	Version	CPE status
langchain-ai	langchain-openai	Affected: < 1.1.14	guessed

Show details on NVD website

JSON

To clipboard

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FKIE_CVE-2026-41488

Vulnerability from fkie_nvd - Published: 2026-04-24 21:16 - Updated: 2026-06-17 10:46

Severity

3.1 (Low) - CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:L/I:N/A:N

Summary

References

	URL	Tags
	security-advisories@github.com	https://github.com/langchain-ai/langchain/security/advisories/GHSA-r7w7-9xr2-qq2r	Mitigation, Vendor Advisory

Impacted products

	Vendor	Product	Version
	langchain	langchain-openai	*

JSON

To clipboard

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  "affected": [
    {
      "affectedData": [
        {
          "product": "langchain-openai",
          "vendor": "langchain-ai",
          "versions": [
            {
              "status": "affected",
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            }
          ]
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      ],
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GHSA-R7W7-9XR2-QQ2R

Vulnerability from github – Published: 2026-04-16 23:00 – Updated: 2026-06-06 00:59

Summary

langchain-openai: Image token counting SSRF protection can be bypassed via DNS rebinding

Details

Summary

langchain-openai's _url_to_size() helper (used by get_num_tokens_from_messages for image token counting) validated URLs for SSRF protection and then fetched them in a separate network operation with independent DNS resolution. This left a TOCTOU / DNS rebinding window: an attacker-controlled hostname could resolve to a public IP during validation and then to a private/localhost IP during the actual fetch.

The practical impact is limited because the fetched response body is passed directly to Pillow's Image.open() to extract dimensions — the response content is never returned, logged, or otherwise exposed to the caller. An attacker cannot exfiltrate data from internal services through this path. A potential risk is blind probing (inferring whether an internal host/port is open based on timing or error behavior).

Affected versions

langchain-openai < 1.1.14

Patched versions

langchain-openai >= 1.1.14 (requires langchain-core >= 1.2.31)

Affected code

File: libs/partners/openai/langchain_openai/chat_models/base.py — _url_to_size()

The vulnerable pattern was a validate-then-fetch with separate DNS resolution:

validate_safe_url(image_source, allow_private=False, allow_http=True)
# ... separate network operation with independent DNS resolution ...
response = httpx.get(image_source, timeout=timeout)

Fix

The fix replaces the validate-then-fetch pattern with an SSRF-safe httpx transport (SSRFSafeSyncTransport from langchain-core) that:

Resolves DNS once and validates all returned IPs against a policy (private ranges, cloud metadata, localhost, k8s internal DNS)
Pins the connection to the validated IP, eliminating the DNS rebinding window
Disables redirect following to prevent redirect-based SSRF bypasses

This fix was released in langchain-openai 1.1.14.

Severity

3.1 (Low)


                  
                    CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:L/I:N/A:N

Show details on source website

JSON

To clipboard

{
  "affected": [
    {
      "package": {
        "ecosystem": "PyPI",
        "name": "langchain-openai"
      },
      "ranges": [
        {
          "events": [
            {
              "introduced": "0"
            },
            {
              "fixed": "1.1.14"
            }
          ],
          "type": "ECOSYSTEM"
        }
      ]
    }
  ],
  "aliases": [
    "CVE-2026-41488"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-918"
    ],
    "github_reviewed": true,
    "github_reviewed_at": "2026-04-16T23:00:12Z",
    "nvd_published_at": "2026-04-24T21:16:19Z",
    "severity": "LOW"
  },
  "details": "## Summary\n\n`langchain-openai`\u0027s `_url_to_size()` helper (used by `get_num_tokens_from_messages` for image token counting) validated URLs for SSRF protection and then fetched them in a separate network operation with independent DNS resolution. This left a TOCTOU / DNS rebinding window: an attacker-controlled hostname could resolve to a public IP during validation and then to a private/localhost IP during the actual fetch.\n\nThe practical impact is limited because the fetched response body is passed directly to Pillow\u0027s `Image.open()` to extract dimensions \u2014 the response content is never returned, logged, or otherwise exposed to the caller. An attacker cannot exfiltrate data from internal services through this path. A potential risk is blind probing (inferring whether an internal host/port is open based on timing or error behavior).\n\n## Affected versions\n\n- `langchain-openai` \u003c 1.1.14\n\n## Patched versions\n\n- `langchain-openai` \u003e= 1.1.14 (requires `langchain-core` \u003e= 1.2.31)\n\n## Affected code\n\n**File:** `libs/partners/openai/langchain_openai/chat_models/base.py` \u2014 `_url_to_size()`\n\nThe vulnerable pattern was a validate-then-fetch with separate DNS resolution:\n\n```python\nvalidate_safe_url(image_source, allow_private=False, allow_http=True)\n# ... separate network operation with independent DNS resolution ...\nresponse = httpx.get(image_source, timeout=timeout)\n```\n\n## Fix\n\nThe fix replaces the validate-then-fetch pattern with an SSRF-safe httpx transport (`SSRFSafeSyncTransport` from `langchain-core`) that:\n\n- Resolves DNS once and validates all returned IPs against a policy (private ranges, cloud metadata, localhost, k8s internal DNS)\n- Pins the connection to the validated IP, eliminating the DNS rebinding window\n- Disables redirect following to prevent redirect-based SSRF bypasses\n\nThis fix was released in langchain-openai 1.1.14.",
  "id": "GHSA-r7w7-9xr2-qq2r",
  "modified": "2026-06-06T00:59:02Z",
  "published": "2026-04-16T23:00:12Z",
  "references": [
    {
      "type": "WEB",
      "url": "https://github.com/langchain-ai/langchain/security/advisories/GHSA-r7w7-9xr2-qq2r"
    },
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2026-41488"
    },
    {
      "type": "PACKAGE",
      "url": "https://github.com/langchain-ai/langchain"
    },
    {
      "type": "WEB",
      "url": "https://github.com/pypa/advisory-database/tree/main/vulns/langchain-openai/PYSEC-2026-76.yaml"
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  "summary": "langchain-openai: Image token counting SSRF protection can be bypassed via DNS rebinding"
}

PYSEC-2026-76

Vulnerability from pysec - Published: 2026-04-24 21:16 - Updated: 2026-05-20 09:19

Details

Severity

3.1 (Low)


                  
                    CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:L/I:N/A:N

Impacted products

Name	purl
langchain-openai	pkg:pypi/langchain-openai

Aliases

JSON

To clipboard

{
  "affected": [
    {
      "package": {
        "ecosystem": "PyPI",
        "name": "langchain-openai",
        "purl": "pkg:pypi/langchain-openai"
      },
      "ranges": [
        {
          "events": [
            {
              "introduced": "0"
            },
            {
              "fixed": "1.1.14"
            }
          ],
          "type": "ECOSYSTEM"
        }
      ],
      "versions": [
        "0.0.1",
        "0.0.1rc0",
        "0.0.1rc1",
        "0.0.2",
        "0.0.2.post1",
        "0.0.3",
        "0.0.4",
        "0.0.5",
        "0.0.6",
        "0.0.7",
        "0.0.8",
        "0.0.8rc1",
        "0.1.0",
        "0.1.1",
        "0.1.10",
        "0.1.11",
        "0.1.12",
        "0.1.13",
        "0.1.14",
        "0.1.15",
        "0.1.16",
        "0.1.17",
        "0.1.19",
        "0.1.2",
        "0.1.20",
        "0.1.21",
        "0.1.21rc1",
        "0.1.21rc2",
        "0.1.22",
        "0.1.23",
        "0.1.24",
        "0.1.25",
        "0.1.3",
        "0.1.3rc1",
        "0.1.4",
        "0.1.5",
        "0.1.6",
        "0.1.7",
        "0.1.8",
        "0.1.8rc1",
        "0.1.9",
        "0.2.0",
        "0.2.0.dev0",
        "0.2.0.dev1",
        "0.2.0.dev2",
        "0.2.1",
        "0.2.10",
        "0.2.11",
        "0.2.12",
        "0.2.13",
        "0.2.14",
        "0.2.2",
        "0.2.3",
        "0.2.4",
        "0.2.5",
        "0.2.6",
        "0.2.7",
        "0.2.8",
        "0.2.9",
        "0.3.0",
        "0.3.1",
        "0.3.10",
        "0.3.11",
        "0.3.12",
        "0.3.13",
        "0.3.14",
        "0.3.15",
        "0.3.16",
        "0.3.17",
        "0.3.18",
        "0.3.19",
        "0.3.2",
        "0.3.20",
        "0.3.21",
        "0.3.22",
        "0.3.23",
        "0.3.24",
        "0.3.25",
        "0.3.26",
        "0.3.27",
        "0.3.28",
        "0.3.29",
        "0.3.3",
        "0.3.30",
        "0.3.31",
        "0.3.32",
        "0.3.33",
        "0.3.34",
        "0.3.35",
        "0.3.4",
        "0.3.4rc1",
        "0.3.5",
        "0.3.6",
        "0.3.7",
        "0.3.8",
        "0.3.9",
        "0.3.9rc1",
        "0.4.0.dev0",
        "1.0.0",
        "1.0.0a1",
        "1.0.0a2",
        "1.0.0a3",
        "1.0.0a4",
        "1.0.1",
        "1.0.2",
        "1.0.3",
        "1.1.0",
        "1.1.1",
        "1.1.10",
        "1.1.11",
        "1.1.12",
        "1.1.13",
        "1.1.2",
        "1.1.3",
        "1.1.4",
        "1.1.5",
        "1.1.6",
        "1.1.7",
        "1.1.8",
        "1.1.9"
      ]
    }
  ],
  "aliases": [
    "CVE-2026-41488",
    "GHSA-r7w7-9xr2-qq2r"
  ],
  "details": "LangChain is a framework for building agents and LLM-powered applications. Prior to 1.1.14, langchain-openai\u0027s _url_to_size() helper (used by get_num_tokens_from_messages for image token counting) validated URLs for SSRF protection and then fetched them in a separate network operation with independent DNS resolution. This left a TOCTOU / DNS rebinding window: an attacker-controlled hostname could resolve to a public IP during validation and then to a private/localhost IP during the actual fetch.",
  "id": "PYSEC-2026-76",
  "modified": "2026-05-20T09:19:04.187253Z",
  "published": "2026-04-24T21:16:19.637Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://github.com/langchain-ai/langchain/security/advisories/GHSA-r7w7-9xr2-qq2r"
    }
  ],
  "severity": [
    {
      "score": "CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:L/I:N/A:N",
      "type": "CVSS_V3"
    }
  ]
}

WID-SEC-W-2026-1275

Vulnerability from csaf_certbund - Published: 2026-04-26 22:00 - Updated: 2026-04-26 22:00

Summary

LangChain (openai, text-splitters): Mehrere Schwachstellen ermöglichen Offenlegung von Informationen und SSRF-Umgehung

Severity

Mittel

Scope

2 vulnerabilities in this advisory, including CVE-2026-41488.

CVE-2026-41488

Known affected: 1 product

Open the full advisory

Sightings

Author	Source	Type	Date	Other

Nomenclature

Seen: The vulnerability was mentioned, discussed, or observed by the user.
Confirmed: The vulnerability has been validated from an analyst's perspective.
Published Proof of Concept: A public proof of concept is available for this vulnerability.
Exploited: The vulnerability was observed as exploited by the user who reported the sighting.
Patched: The vulnerability was observed as successfully patched by the user who reported the sighting.
Not exploited: The vulnerability was not observed as exploited by the user who reported the sighting.
Not confirmed: The user expressed doubt about the validity of the vulnerability.
Not patched: The vulnerability was not observed as successfully patched by the user who reported the sighting.

Detection rules are retrieved from Rulezet.

The MITRE ATT&CK techniques below are AI-generated suggestions, inferred from the description of the vulnerability by the CIRCL/vulnerability-attack-technique-classification-roberta-base model, served locally by ML-Gateway. They have not been verified by an analyst and are provided for guidance only.
The approach is described in our paper Mapping CVEs to MITRE ATT&CK Techniques: A Curated Gold-Set Classifier and the Limits of LLM-Assisted Label Expansion.
Browse all ATT&CK techniques and the vulnerabilities related to each.

Related by attack behaviour

Vulnerabilities whose description is nearest to this one in the vector space of the CIRCL/vulnerability-attack-technique-biencoder model. This is a similarity search over the bi-encoder space (plain cosine), not a classification, and it has no measured accuracy.

Action not permitted

CVE-2026-41488 (GCVE-0-2026-41488)

FKIE_CVE-2026-41488

GHSA-R7W7-9XR2-QQ2R

Summary

Affected versions

Patched versions

Affected code

Fix

PYSEC-2026-76

WID-SEC-W-2026-1275

Tags

Sightings

Nomenclature

Related by attack behaviour