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CVE-2025-68664 (GCVE-0-2025-68664)
Vulnerability from cvelistv5 – Published: 2025-12-23 22:47 – Updated: 2025-12-24 14:40- CWE-502 - Deserialization of Untrusted Data
| URL | Tags | ||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
|||||||||||||||||||||||
| Vendor | Product | Version | ||
|---|---|---|---|---|
| langchain-ai | langchain |
Affected:
>= 1.0.0, < 1.2.5
Affected: < 0.3.81 |
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RHSA-2026:0409
Vulnerability from csaf_redhat - Published: 2026-01-08 19:41 - Updated: 2026-01-14 02:27Notes
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]
}
],
"ids": [
{
"system_name": "Red Hat Bugzilla ID",
"text": "2418785"
}
],
"notes": [
{
"category": "description",
"text": "A flaw was found in Ansible Automation Platform (AAP). Read-only scoped OAuth2 API Tokens in AAP, are enforced at the Gateway level for Gateway-specific operations. However, this vulnerability allows read-only tokens to perform write operations on backend services (e.g., Controller, Hub, EDA). If this flaw were exploited, an attacker\u2018s capabilities would only be limited by role based access controls (RBAC).",
"title": "Vulnerability description"
},
{
"category": "summary",
"text": "ansible-automation-platform/aap-gateway: aap-gateway: Read-only Personal Access Token (PAT) bypasses write restrictions",
"title": "Vulnerability summary"
},
{
"category": "other",
"text": "Red Hat rates the severity as Important and not Critical because an attacker already needs a valid token belonging to a user account. If the user has additional permissions beyond read-only access, an attacker can bypass the read-only limitation of the token. \n\nThe potential impact of this vulnerability depends on an organization\u2019s permission model. Organizations face the most significant risk if read-only tokens are granted to individual users, instead of dedicated service accounts with restricted permissions. In the higher risk situation, attackers could create or update execution environments, projects, or run job templates.",
"title": "Statement"
},
{
"category": "general",
"text": "The CVSS score(s) listed for this vulnerability do not reflect the associated product\u0027s status, and are included for informational purposes to better understand the severity of this vulnerability.",
"title": "CVSS score applicability"
}
],
"product_status": {
"fixed": [
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]
},
"references": [
{
"category": "self",
"summary": "Canonical URL",
"url": "https://access.redhat.com/security/cve/CVE-2025-14025"
},
{
"category": "external",
"summary": "RHBZ#2418785",
"url": "https://bugzilla.redhat.com/show_bug.cgi?id=2418785"
},
{
"category": "external",
"summary": "https://www.cve.org/CVERecord?id=CVE-2025-14025",
"url": "https://www.cve.org/CVERecord?id=CVE-2025-14025"
},
{
"category": "external",
"summary": "https://nvd.nist.gov/vuln/detail/CVE-2025-14025",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2025-14025"
},
{
"category": "external",
"summary": "https://access.redhat.com/articles/7136004",
"url": "https://access.redhat.com/articles/7136004"
}
],
"release_date": "2025-12-04T10:10:00+00:00",
"remediations": [
{
"category": "vendor_fix",
"date": "2026-01-08T19:41:55+00:00",
"details": "Before applying this update, make sure all previously released errata relevant to your system have been applied.\nFor details on how to apply this update, refer to:\nhttps://docs.redhat.com/en/documentation/red_hat_ansible_automation_platform/2.5#Upgrading",
"product_ids": [
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],
"restart_required": {
"category": "none"
},
"url": "https://access.redhat.com/errata/RHSA-2026:0409"
},
{
"category": "workaround",
"details": "Defense-in-depth practices such as using RBAC to enforce the principle of least privilege and careful token management are essential to reduce the scope of impact. See this KCS article for additional details and strategies. https://access.redhat.com/articles/7136004",
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]
}
],
"scores": [
{
"cvss_v3": {
"attackComplexity": "HIGH",
"attackVector": "NETWORK",
"availabilityImpact": "HIGH",
"baseScore": 8.5,
"baseSeverity": "HIGH",
"confidentialityImpact": "HIGH",
"integrityImpact": "HIGH",
"privilegesRequired": "LOW",
"scope": "CHANGED",
"userInteraction": "NONE",
"vectorString": "CVSS:3.1/AV:N/AC:H/PR:L/UI:N/S:C/C:H/I:H/A:H",
"version": "3.1"
},
"products": [
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]
}
],
"threats": [
{
"category": "impact",
"details": "Important"
}
],
"title": "ansible-automation-platform/aap-gateway: aap-gateway: Read-only Personal Access Token (PAT) bypasses write restrictions"
},
{
"cve": "CVE-2025-68664",
"cwe": {
"id": "CWE-502",
"name": "Deserialization of Untrusted Data"
},
"discovery_date": "2025-12-23T23:00:49.746016+00:00",
"flags": [
{
"label": "vulnerable_code_not_present",
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}
],
"ids": [
{
"system_name": "Red Hat Bugzilla ID",
"text": "2424790"
}
],
"notes": [
{
"category": "description",
"text": "A flaw was found in LangChain, a framework for building agents and LLM-powered applications. A remote attacker can exploit a serialization injection vulnerability in LangChain\u0027s `dumps()` and `dumpd()` functions. This occurs because the functions do not properly escape dictionaries containing the internal \u0027lc\u0027 key during serialization. When user-controlled data includes this key structure, it is incorrectly processed as a legitimate LangChain object during deserialization, potentially leading to arbitrary code execution.",
"title": "Vulnerability description"
},
{
"category": "summary",
"text": "langchain-core: LangChain: Arbitrary code execution via serialization injection",
"title": "Vulnerability summary"
},
{
"category": "other",
"text": "This vulnerability is rated Critical for Red Hat products. A serialization injection flaw in LangChain\u0027s `dumps()` and `dumpd()` functions allows remote attackers to achieve arbitrary code execution. This occurs when user-controlled data containing the internal \u0027lc\u0027 key is improperly deserialized as a legitimate LangChain object.",
"title": "Statement"
},
{
"category": "general",
"text": "The CVSS score(s) listed for this vulnerability do not reflect the associated product\u0027s status, and are included for informational purposes to better understand the severity of this vulnerability.",
"title": "CVSS score applicability"
}
],
"product_status": {
"fixed": [
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]
},
"references": [
{
"category": "self",
"summary": "Canonical URL",
"url": "https://access.redhat.com/security/cve/CVE-2025-68664"
},
{
"category": "external",
"summary": "RHBZ#2424790",
"url": "https://bugzilla.redhat.com/show_bug.cgi?id=2424790"
},
{
"category": "external",
"summary": "https://www.cve.org/CVERecord?id=CVE-2025-68664",
"url": "https://www.cve.org/CVERecord?id=CVE-2025-68664"
},
{
"category": "external",
"summary": "https://nvd.nist.gov/vuln/detail/CVE-2025-68664",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2025-68664"
},
{
"category": "external",
"summary": "https://github.com/langchain-ai/langchain/commit/5ec0fa69de31bbe3d76e4cf9cd65a6accb8466c8",
"url": "https://github.com/langchain-ai/langchain/commit/5ec0fa69de31bbe3d76e4cf9cd65a6accb8466c8"
},
{
"category": "external",
"summary": "https://github.com/langchain-ai/langchain/commit/d9ec4c5cc78960abd37da79b0250f5642e6f0ce6",
"url": "https://github.com/langchain-ai/langchain/commit/d9ec4c5cc78960abd37da79b0250f5642e6f0ce6"
},
{
"category": "external",
"summary": "https://github.com/langchain-ai/langchain/pull/34455",
"url": "https://github.com/langchain-ai/langchain/pull/34455"
},
{
"category": "external",
"summary": "https://github.com/langchain-ai/langchain/pull/34458",
"url": "https://github.com/langchain-ai/langchain/pull/34458"
},
{
"category": "external",
"summary": "https://github.com/langchain-ai/langchain/releases/tag/langchain-core%3D%3D0.3.81",
"url": "https://github.com/langchain-ai/langchain/releases/tag/langchain-core%3D%3D0.3.81"
},
{
"category": "external",
"summary": "https://github.com/langchain-ai/langchain/releases/tag/langchain-core%3D%3D1.2.5",
"url": "https://github.com/langchain-ai/langchain/releases/tag/langchain-core%3D%3D1.2.5"
},
{
"category": "external",
"summary": "https://github.com/langchain-ai/langchain/security/advisories/GHSA-c67j-w6g6-q2cm",
"url": "https://github.com/langchain-ai/langchain/security/advisories/GHSA-c67j-w6g6-q2cm"
}
],
"release_date": "2025-12-23T22:47:44.084000+00:00",
"remediations": [
{
"category": "vendor_fix",
"date": "2026-01-08T19:41:55+00:00",
"details": "Before applying this update, make sure all previously released errata relevant to your system have been applied.\nFor details on how to apply this update, refer to:\nhttps://docs.redhat.com/en/documentation/red_hat_ansible_automation_platform/2.5#Upgrading",
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],
"restart_required": {
"category": "none"
},
"url": "https://access.redhat.com/errata/RHSA-2026:0409"
}
],
"scores": [
{
"cvss_v3": {
"attackComplexity": "LOW",
"attackVector": "NETWORK",
"availabilityImpact": "NONE",
"baseScore": 9.3,
"baseSeverity": "CRITICAL",
"confidentialityImpact": "HIGH",
"integrityImpact": "LOW",
"privilegesRequired": "NONE",
"scope": "CHANGED",
"userInteraction": "NONE",
"vectorString": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:L/A:N",
"version": "3.1"
},
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],
"threats": [
{
"category": "impact",
"details": "Critical"
}
],
"title": "langchain-core: LangChain: Arbitrary code execution via serialization injection"
}
]
}
RHSA-2026:0408
Vulnerability from csaf_redhat - Published: 2026-01-08 19:38 - Updated: 2026-01-14 02:27Notes
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]
}
],
"ids": [
{
"system_name": "Red Hat Bugzilla ID",
"text": "2418785"
}
],
"notes": [
{
"category": "description",
"text": "A flaw was found in Ansible Automation Platform (AAP). Read-only scoped OAuth2 API Tokens in AAP, are enforced at the Gateway level for Gateway-specific operations. However, this vulnerability allows read-only tokens to perform write operations on backend services (e.g., Controller, Hub, EDA). If this flaw were exploited, an attacker\u2018s capabilities would only be limited by role based access controls (RBAC).",
"title": "Vulnerability description"
},
{
"category": "summary",
"text": "ansible-automation-platform/aap-gateway: aap-gateway: Read-only Personal Access Token (PAT) bypasses write restrictions",
"title": "Vulnerability summary"
},
{
"category": "other",
"text": "Red Hat rates the severity as Important and not Critical because an attacker already needs a valid token belonging to a user account. If the user has additional permissions beyond read-only access, an attacker can bypass the read-only limitation of the token. \n\nThe potential impact of this vulnerability depends on an organization\u2019s permission model. Organizations face the most significant risk if read-only tokens are granted to individual users, instead of dedicated service accounts with restricted permissions. In the higher risk situation, attackers could create or update execution environments, projects, or run job templates.",
"title": "Statement"
},
{
"category": "general",
"text": "The CVSS score(s) listed for this vulnerability do not reflect the associated product\u0027s status, and are included for informational purposes to better understand the severity of this vulnerability.",
"title": "CVSS score applicability"
}
],
"product_status": {
"fixed": [
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"known_not_affected": [
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]
},
"references": [
{
"category": "self",
"summary": "Canonical URL",
"url": "https://access.redhat.com/security/cve/CVE-2025-14025"
},
{
"category": "external",
"summary": "RHBZ#2418785",
"url": "https://bugzilla.redhat.com/show_bug.cgi?id=2418785"
},
{
"category": "external",
"summary": "https://www.cve.org/CVERecord?id=CVE-2025-14025",
"url": "https://www.cve.org/CVERecord?id=CVE-2025-14025"
},
{
"category": "external",
"summary": "https://nvd.nist.gov/vuln/detail/CVE-2025-14025",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2025-14025"
},
{
"category": "external",
"summary": "https://access.redhat.com/articles/7136004",
"url": "https://access.redhat.com/articles/7136004"
}
],
"release_date": "2025-12-04T10:10:00+00:00",
"remediations": [
{
"category": "vendor_fix",
"date": "2026-01-08T19:38:23+00:00",
"details": "Before applying this update, make sure all previously released errata relevant to your system have been applied.\nFor details on how to apply this update, refer to:\nhttps://docs.redhat.com/en/documentation/red_hat_ansible_automation_platform/2.6#Upgrade",
"product_ids": [
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],
"restart_required": {
"category": "none"
},
"url": "https://access.redhat.com/errata/RHSA-2026:0408"
},
{
"category": "workaround",
"details": "Defense-in-depth practices such as using RBAC to enforce the principle of least privilege and careful token management are essential to reduce the scope of impact. See this KCS article for additional details and strategies. https://access.redhat.com/articles/7136004",
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]
}
],
"scores": [
{
"cvss_v3": {
"attackComplexity": "HIGH",
"attackVector": "NETWORK",
"availabilityImpact": "HIGH",
"baseScore": 8.5,
"baseSeverity": "HIGH",
"confidentialityImpact": "HIGH",
"integrityImpact": "HIGH",
"privilegesRequired": "LOW",
"scope": "CHANGED",
"userInteraction": "NONE",
"vectorString": "CVSS:3.1/AV:N/AC:H/PR:L/UI:N/S:C/C:H/I:H/A:H",
"version": "3.1"
},
"products": [
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]
}
],
"threats": [
{
"category": "impact",
"details": "Important"
}
],
"title": "ansible-automation-platform/aap-gateway: aap-gateway: Read-only Personal Access Token (PAT) bypasses write restrictions"
},
{
"cve": "CVE-2025-68664",
"cwe": {
"id": "CWE-502",
"name": "Deserialization of Untrusted Data"
},
"discovery_date": "2025-12-23T23:00:49.746016+00:00",
"flags": [
{
"label": "vulnerable_code_not_present",
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]
}
],
"ids": [
{
"system_name": "Red Hat Bugzilla ID",
"text": "2424790"
}
],
"notes": [
{
"category": "description",
"text": "A flaw was found in LangChain, a framework for building agents and LLM-powered applications. A remote attacker can exploit a serialization injection vulnerability in LangChain\u0027s `dumps()` and `dumpd()` functions. This occurs because the functions do not properly escape dictionaries containing the internal \u0027lc\u0027 key during serialization. When user-controlled data includes this key structure, it is incorrectly processed as a legitimate LangChain object during deserialization, potentially leading to arbitrary code execution.",
"title": "Vulnerability description"
},
{
"category": "summary",
"text": "langchain-core: LangChain: Arbitrary code execution via serialization injection",
"title": "Vulnerability summary"
},
{
"category": "other",
"text": "This vulnerability is rated Critical for Red Hat products. A serialization injection flaw in LangChain\u0027s `dumps()` and `dumpd()` functions allows remote attackers to achieve arbitrary code execution. This occurs when user-controlled data containing the internal \u0027lc\u0027 key is improperly deserialized as a legitimate LangChain object.",
"title": "Statement"
},
{
"category": "general",
"text": "The CVSS score(s) listed for this vulnerability do not reflect the associated product\u0027s status, and are included for informational purposes to better understand the severity of this vulnerability.",
"title": "CVSS score applicability"
}
],
"product_status": {
"fixed": [
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]
},
"references": [
{
"category": "self",
"summary": "Canonical URL",
"url": "https://access.redhat.com/security/cve/CVE-2025-68664"
},
{
"category": "external",
"summary": "RHBZ#2424790",
"url": "https://bugzilla.redhat.com/show_bug.cgi?id=2424790"
},
{
"category": "external",
"summary": "https://www.cve.org/CVERecord?id=CVE-2025-68664",
"url": "https://www.cve.org/CVERecord?id=CVE-2025-68664"
},
{
"category": "external",
"summary": "https://nvd.nist.gov/vuln/detail/CVE-2025-68664",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2025-68664"
},
{
"category": "external",
"summary": "https://github.com/langchain-ai/langchain/commit/5ec0fa69de31bbe3d76e4cf9cd65a6accb8466c8",
"url": "https://github.com/langchain-ai/langchain/commit/5ec0fa69de31bbe3d76e4cf9cd65a6accb8466c8"
},
{
"category": "external",
"summary": "https://github.com/langchain-ai/langchain/commit/d9ec4c5cc78960abd37da79b0250f5642e6f0ce6",
"url": "https://github.com/langchain-ai/langchain/commit/d9ec4c5cc78960abd37da79b0250f5642e6f0ce6"
},
{
"category": "external",
"summary": "https://github.com/langchain-ai/langchain/pull/34455",
"url": "https://github.com/langchain-ai/langchain/pull/34455"
},
{
"category": "external",
"summary": "https://github.com/langchain-ai/langchain/pull/34458",
"url": "https://github.com/langchain-ai/langchain/pull/34458"
},
{
"category": "external",
"summary": "https://github.com/langchain-ai/langchain/releases/tag/langchain-core%3D%3D0.3.81",
"url": "https://github.com/langchain-ai/langchain/releases/tag/langchain-core%3D%3D0.3.81"
},
{
"category": "external",
"summary": "https://github.com/langchain-ai/langchain/releases/tag/langchain-core%3D%3D1.2.5",
"url": "https://github.com/langchain-ai/langchain/releases/tag/langchain-core%3D%3D1.2.5"
},
{
"category": "external",
"summary": "https://github.com/langchain-ai/langchain/security/advisories/GHSA-c67j-w6g6-q2cm",
"url": "https://github.com/langchain-ai/langchain/security/advisories/GHSA-c67j-w6g6-q2cm"
}
],
"release_date": "2025-12-23T22:47:44.084000+00:00",
"remediations": [
{
"category": "vendor_fix",
"date": "2026-01-08T19:38:23+00:00",
"details": "Before applying this update, make sure all previously released errata relevant to your system have been applied.\nFor details on how to apply this update, refer to:\nhttps://docs.redhat.com/en/documentation/red_hat_ansible_automation_platform/2.6#Upgrade",
"product_ids": [
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],
"restart_required": {
"category": "none"
},
"url": "https://access.redhat.com/errata/RHSA-2026:0408"
}
],
"scores": [
{
"cvss_v3": {
"attackComplexity": "LOW",
"attackVector": "NETWORK",
"availabilityImpact": "NONE",
"baseScore": 9.3,
"baseSeverity": "CRITICAL",
"confidentialityImpact": "HIGH",
"integrityImpact": "LOW",
"privilegesRequired": "NONE",
"scope": "CHANGED",
"userInteraction": "NONE",
"vectorString": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:L/A:N",
"version": "3.1"
},
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]
}
],
"threats": [
{
"category": "impact",
"details": "Critical"
}
],
"title": "langchain-core: LangChain: Arbitrary code execution via serialization injection"
}
]
}
RHSA-2026:0406
Vulnerability from csaf_redhat - Published: 2026-01-08 19:34 - Updated: 2026-01-14 02:27Notes
{
"document": {
"aggregate_severity": {
"namespace": "https://access.redhat.com/security/updates/classification/",
"text": "Critical"
},
"category": "csaf_security_advisory",
"csaf_version": "2.0",
"distribution": {
"text": "Copyright \u00a9 Red Hat, Inc. All rights reserved.",
"tlp": {
"label": "WHITE",
"url": "https://www.first.org/tlp/"
}
},
"lang": "en",
"notes": [
{
"category": "summary",
"text": "An update is now available for Red Hat Ansible Automation Platform 2.4",
"title": "Topic"
},
{
"category": "general",
"text": "Red Hat Ansible Automation Platform provides an enterprise framework for building, deploying and managing IT automation at scale. IT Managers can provide top-down guidelines on how automation is applied to individual teams, while automation developers retain the freedom to write tasks that leverage existing knowledge without the overhead. Ansible Automation Platform makes it possible for users across an organization to share, vet, and manage automation content by means of a simple, powerful, and agentless language.",
"title": "Details"
},
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"vectorString": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:L/A:N",
"version": "3.1"
},
"products": [
"Red Hat Ansible Automation Platform 2.4:registry.redhat.io/ansible-automation-platform-24/lightspeed-rhel8@sha256:0bb8228df7b60eb4bb4380fab098600ce5016702ca28972f5f94849bb87754d4_amd64",
"Red Hat Ansible Automation Platform 2.4:registry.redhat.io/ansible-automation-platform-24/lightspeed-rhel8@sha256:a1f1aafd41f628d0e7d2e4a8cab367a390619b1b21594c99932bc1b3fb18f94d_arm64",
"Red Hat Ansible Automation Platform 2.4:registry.redhat.io/ansible-automation-platform-24/lightspeed-rhel8@sha256:c119e0c4cb1cca9081a30abfec209ae540e8966645c2815703390a654993fe3c_ppc64le",
"Red Hat Ansible Automation Platform 2.4:registry.redhat.io/ansible-automation-platform-24/lightspeed-rhel8@sha256:dc488fda76effe0b112c876d1cd22dda60c3296afb268379675243a539e04941_s390x",
"Red Hat Ansible Automation Platform 2.4:registry.redhat.io/ansible-automation-platform/platform-operator-bundle@sha256:876e816eff5c92c30026a2ff2eea045b91b7cda01ee949f081d6c3b9a33e32fd_amd64",
"Red Hat Ansible Automation Platform 2.4:registry.redhat.io/ansible-automation-platform/platform-operator-bundle@sha256:ef1ca7ef90b6fadc5cd9a5a8bac1d0fe29b78514cba562413961a567c84f615d_amd64"
]
}
],
"threats": [
{
"category": "impact",
"details": "Critical"
}
],
"title": "langchain-core: LangChain: Arbitrary code execution via serialization injection"
}
]
}
FKIE_CVE-2025-68664
Vulnerability from fkie_nvd - Published: 2025-12-23 23:15 - Updated: 2026-01-13 15:588.2 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:L/A:N
| Vendor | Product | Version | |
|---|---|---|---|
| langchain | langchain_core | * | |
| langchain | langchain_core | * |
{
"configurations": [
{
"nodes": [
{
"cpeMatch": [
{
"criteria": "cpe:2.3:a:langchain:langchain_core:*:*:*:*:*:python:*:*",
"matchCriteriaId": "DC184324-6CF1-4F7A-B87F-6DD2120C3B3B",
"versionEndExcluding": "0.3.81",
"vulnerable": true
},
{
"criteria": "cpe:2.3:a:langchain:langchain_core:*:*:*:*:*:python:*:*",
"matchCriteriaId": "4298E953-ED96-49EC-8474-86095D560F2B",
"versionEndExcluding": "1.2.5",
"versionStartIncluding": "1.0.0",
"vulnerable": true
}
],
"negate": false,
"operator": "OR"
}
]
}
],
"cveTags": [],
"descriptions": [
{
"lang": "en",
"value": "LangChain is a framework for building agents and LLM-powered applications. Prior to versions 0.3.81 and 1.2.5, a serialization injection vulnerability exists in LangChain\u0027s dumps() and dumpd() functions. The functions do not escape dictionaries with \u0027lc\u0027 keys when serializing free-form dictionaries. The \u0027lc\u0027 key is used internally by LangChain to mark serialized objects. When user-controlled data contains this key structure, it is treated as a legitimate LangChain object during deserialization rather than plain user data. This issue has been patched in versions 0.3.81 and 1.2.5."
}
],
"id": "CVE-2025-68664",
"lastModified": "2026-01-13T15:58:23.373",
"metrics": {
"cvssMetricV31": [
{
"cvssData": {
"attackComplexity": "LOW",
"attackVector": "NETWORK",
"availabilityImpact": "NONE",
"baseScore": 9.3,
"baseSeverity": "CRITICAL",
"confidentialityImpact": "HIGH",
"integrityImpact": "LOW",
"privilegesRequired": "NONE",
"scope": "CHANGED",
"userInteraction": "NONE",
"vectorString": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:L/A:N",
"version": "3.1"
},
"exploitabilityScore": 3.9,
"impactScore": 4.7,
"source": "security-advisories@github.com",
"type": "Secondary"
},
{
"cvssData": {
"attackComplexity": "LOW",
"attackVector": "NETWORK",
"availabilityImpact": "NONE",
"baseScore": 8.2,
"baseSeverity": "HIGH",
"confidentialityImpact": "HIGH",
"integrityImpact": "LOW",
"privilegesRequired": "NONE",
"scope": "UNCHANGED",
"userInteraction": "NONE",
"vectorString": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:L/A:N",
"version": "3.1"
},
"exploitabilityScore": 3.9,
"impactScore": 4.2,
"source": "nvd@nist.gov",
"type": "Primary"
}
]
},
"published": "2025-12-23T23:15:44.933",
"references": [
{
"source": "security-advisories@github.com",
"tags": [
"Patch"
],
"url": "https://github.com/langchain-ai/langchain/commit/5ec0fa69de31bbe3d76e4cf9cd65a6accb8466c8"
},
{
"source": "security-advisories@github.com",
"tags": [
"Patch"
],
"url": "https://github.com/langchain-ai/langchain/commit/d9ec4c5cc78960abd37da79b0250f5642e6f0ce6"
},
{
"source": "security-advisories@github.com",
"tags": [
"Issue Tracking",
"Patch"
],
"url": "https://github.com/langchain-ai/langchain/pull/34455"
},
{
"source": "security-advisories@github.com",
"tags": [
"Issue Tracking",
"Patch"
],
"url": "https://github.com/langchain-ai/langchain/pull/34458"
},
{
"source": "security-advisories@github.com",
"tags": [
"Release Notes"
],
"url": "https://github.com/langchain-ai/langchain/releases/tag/langchain-core%3D%3D0.3.81"
},
{
"source": "security-advisories@github.com",
"tags": [
"Release Notes"
],
"url": "https://github.com/langchain-ai/langchain/releases/tag/langchain-core%3D%3D1.2.5"
},
{
"source": "security-advisories@github.com",
"tags": [
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"Vendor Advisory"
],
"url": "https://github.com/langchain-ai/langchain/security/advisories/GHSA-c67j-w6g6-q2cm"
},
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"tags": [
"Exploit",
"Vendor Advisory"
],
"url": "https://github.com/langchain-ai/langchain/security/advisories/GHSA-c67j-w6g6-q2cm"
}
],
"sourceIdentifier": "security-advisories@github.com",
"vulnStatus": "Analyzed",
"weaknesses": [
{
"description": [
{
"lang": "en",
"value": "CWE-502"
}
],
"source": "security-advisories@github.com",
"type": "Secondary"
}
]
}
GHSA-C67J-W6G6-Q2CM
Vulnerability from github – Published: 2025-12-23 18:46 – Updated: 2025-12-24 01:08Summary
A serialization injection vulnerability exists in LangChain's dumps() and dumpd() functions. The functions do not escape dictionaries with 'lc' keys when serializing free-form dictionaries. The 'lc' key is used internally by LangChain to mark serialized objects. When user-controlled data contains this key structure, it is treated as a legitimate LangChain object during deserialization rather than plain user data.
Attack surface
The core vulnerability was in dumps() and dumpd(): these functions failed to escape user-controlled dictionaries containing 'lc' keys. When this unescaped data was later deserialized via load() or loads(), the injected structures were treated as legitimate LangChain objects rather than plain user data.
This escaping bug enabled several attack vectors:
- Injection via user data: Malicious LangChain object structures could be injected through user-controlled fields like
metadata,additional_kwargs, orresponse_metadata - Class instantiation within trusted namespaces: Injected manifests could instantiate any
Serializablesubclass, but only within the pre-approved trusted namespaces (langchain_core,langchain,langchain_community). This includes classes with side effects in__init__(network calls, file operations, etc.). Note that namespace validation was already enforced before this patch, so arbitrary classes outside these trusted namespaces could not be instantiated.
Security hardening
This patch fixes the escaping bug in dumps() and dumpd() and introduces new restrictive defaults in load() and loads(): allowlist enforcement via allowed_objects="core" (restricted to serialization mappings), secrets_from_env changed from True to False, and default Jinja2 template blocking via init_validator. These are breaking changes for some use cases.
Who is affected?
Applications are vulnerable if they:
- Use
astream_events(version="v1")— The v1 implementation internally uses vulnerable serialization. Note:astream_events(version="v2")is not vulnerable. - Use
Runnable.astream_log()— This method internally uses vulnerable serialization for streaming outputs. - Call
dumps()ordumpd()on untrusted data, then deserialize withload()orloads()— Trusting your own serialization output makes you vulnerable if user-controlled data (e.g., from LLM responses, metadata fields, or user inputs) contains'lc'key structures. - Deserialize untrusted data with
load()orloads()— Directly deserializing untrusted data that may contain injected'lc'structures. - Use
RunnableWithMessageHistory— Internal serialization in message history handling. - Use
InMemoryVectorStore.load()to deserialize untrusted documents. - Load untrusted generations from cache using
langchain-communitycaches. - Load untrusted manifests from the LangChain Hub via
hub.pull. - Use
StringRunEvaluatorChainon untrusted runs. - Use
create_lc_storeorcreate_kv_docstorewith untrusted documents. - Use
MultiVectorRetrieverwith byte stores containing untrusted documents. - Use
LangSmithRunChatLoaderwith runs containing untrusted messages.
The most common attack vector is through LLM response fields like additional_kwargs or response_metadata, which can be controlled via prompt injection and then serialized/deserialized in streaming operations.
Impact
Attackers who control serialized data can extract environment variable secrets by injecting {"lc": 1, "type": "secret", "id": ["ENV_VAR"]} to load environment variables during deserialization (when secrets_from_env=True, which was the old default). They can also instantiate classes with controlled parameters by injecting constructor structures to instantiate any class within trusted namespaces with attacker-controlled parameters, potentially triggering side effects such as network calls or file operations.
Key severity factors:
- Affects the serialization path - applications trusting their own serialization output are vulnerable
- Enables secret extraction when combined with
secrets_from_env=True(the old default) - LLM responses in
additional_kwargscan be controlled via prompt injection
Exploit example
from langchain_core.load import dumps, load
import os
# Attacker injects secret structure into user-controlled data
attacker_dict = {
"user_data": {
"lc": 1,
"type": "secret",
"id": ["OPENAI_API_KEY"]
}
}
serialized = dumps(attacker_dict) # Bug: does NOT escape the 'lc' key
os.environ["OPENAI_API_KEY"] = "sk-secret-key-12345"
deserialized = load(serialized, secrets_from_env=True)
print(deserialized["user_data"]) # "sk-secret-key-12345" - SECRET LEAKED!
Security hardening changes (breaking changes)
This patch introduces three breaking changes to load() and loads():
- New
allowed_objectsparameter (defaults to'core'): Enforces allowlist of classes that can be deserialized. The'all'option corresponds to the list of objects specified inmappings.pywhile the'core'option limits to objects withinlangchain_core. We recommend that users explicitly specify which objects they want to allow for serialization/deserialization. secrets_from_envdefault changed fromTruetoFalse: Disables automatic secret loading from environment- New
init_validatorparameter (defaults todefault_init_validator): Blocks Jinja2 templates by default
Migration guide
No changes needed for most users
If you're deserializing standard LangChain types (messages, documents, prompts, trusted partner integrations like ChatOpenAI, ChatAnthropic, etc.), your code will work without changes:
from langchain_core.load import load
# Uses default allowlist from serialization mappings
obj = load(serialized_data)
For custom classes
If you're deserializing custom classes not in the serialization mappings, add them to the allowlist:
from langchain_core.load import load
from my_package import MyCustomClass
# Specify the classes you need
obj = load(serialized_data, allowed_objects=[MyCustomClass])
For Jinja2 templates
Jinja2 templates are now blocked by default because they can execute arbitrary code. If you need Jinja2 templates, pass init_validator=None:
from langchain_core.load import load
from langchain_core.prompts import PromptTemplate
obj = load(
serialized_data,
allowed_objects=[PromptTemplate],
init_validator=None
)
[!WARNING] Only disable
init_validatorif you trust the serialized data. Jinja2 templates can execute arbitrary Python code.
For secrets from environment
secrets_from_env now defaults to False. If you need to load secrets from environment variables:
from langchain_core.load import load
obj = load(serialized_data, secrets_from_env=True)
Credits
- Dumps bug was reported by @yardenporat
- Changes for security hardening due to findings from @0xn3va and @VladimirEliTokarev
{
"affected": [
{
"package": {
"ecosystem": "PyPI",
"name": "langchain-core"
},
"ranges": [
{
"events": [
{
"introduced": "1.0.0"
},
{
"fixed": "1.2.5"
}
],
"type": "ECOSYSTEM"
}
]
},
{
"package": {
"ecosystem": "PyPI",
"name": "langchain-core"
},
"ranges": [
{
"events": [
{
"introduced": "0"
},
{
"fixed": "0.3.81"
}
],
"type": "ECOSYSTEM"
}
]
}
],
"aliases": [
"CVE-2025-68664"
],
"database_specific": {
"cwe_ids": [
"CWE-502"
],
"github_reviewed": true,
"github_reviewed_at": "2025-12-23T18:46:13Z",
"nvd_published_at": "2025-12-23T23:15:44Z",
"severity": "CRITICAL"
},
"details": "## Summary\n\nA serialization injection vulnerability exists in LangChain\u0027s `dumps()` and `dumpd()` functions. The functions do not escape dictionaries with `\u0027lc\u0027` keys when serializing free-form dictionaries. The `\u0027lc\u0027` key is used internally by LangChain to mark serialized objects. When user-controlled data contains this key structure, it is treated as a legitimate LangChain object during deserialization rather than plain user data.\n\n### Attack surface\n\nThe core vulnerability was in `dumps()` and `dumpd()`: these functions failed to escape user-controlled dictionaries containing `\u0027lc\u0027` keys. When this unescaped data was later deserialized via `load()` or `loads()`, the injected structures were treated as legitimate LangChain objects rather than plain user data.\n\nThis escaping bug enabled several attack vectors:\n\n1. **Injection via user data**: Malicious LangChain object structures could be injected through user-controlled fields like `metadata`, `additional_kwargs`, or `response_metadata`\n2. **Class instantiation within trusted namespaces**: Injected manifests could instantiate any `Serializable` subclass, but only within the pre-approved trusted namespaces (`langchain_core`, `langchain`, `langchain_community`). This includes classes with side effects in `__init__` (network calls, file operations, etc.). Note that namespace validation was already enforced before this patch, so arbitrary classes outside these trusted namespaces could not be instantiated.\n\n### Security hardening\n\nThis patch fixes the escaping bug in `dumps()` and `dumpd()` and introduces new restrictive defaults in `load()` and `loads()`: allowlist enforcement via `allowed_objects=\"core\"` (restricted to [serialization mappings](https://github.com/langchain-ai/langchain/blob/master/libs/core/langchain_core/load/mapping.py)), `secrets_from_env` changed from `True` to `False`, and default Jinja2 template blocking via `init_validator`. These are breaking changes for some use cases.\n\n## Who is affected?\n\nApplications are vulnerable if they:\n\n1. **Use `astream_events(version=\"v1\")`** \u2014 The v1 implementation internally uses vulnerable serialization. Note: `astream_events(version=\"v2\")` is not vulnerable.\n2. **Use `Runnable.astream_log()`** \u2014 This method internally uses vulnerable serialization for streaming outputs.\n3. **Call `dumps()` or `dumpd()` on untrusted data, then deserialize with `load()` or `loads()`** \u2014 Trusting your own serialization output makes you vulnerable if user-controlled data (e.g., from LLM responses, metadata fields, or user inputs) contains `\u0027lc\u0027` key structures.\n4. **Deserialize untrusted data with `load()` or `loads()`** \u2014 Directly deserializing untrusted data that may contain injected `\u0027lc\u0027` structures.\n5. **Use `RunnableWithMessageHistory`** \u2014 Internal serialization in message history handling.\n6. **Use `InMemoryVectorStore.load()`** to deserialize untrusted documents.\n7. Load untrusted generations from cache using **`langchain-community` caches**.\n8. Load untrusted manifests from the LangChain Hub via **`hub.pull`**.\n9. Use **`StringRunEvaluatorChain`** on untrusted runs.\n10. Use **`create_lc_store`** or **`create_kv_docstore`** with untrusted documents.\n11. Use **`MultiVectorRetriever`** with byte stores containing untrusted documents.\n12. Use **`LangSmithRunChatLoader`** with runs containing untrusted messages.\n\nThe most common attack vector is through **LLM response fields** like `additional_kwargs` or `response_metadata`, which can be controlled via prompt injection and then serialized/deserialized in streaming operations.\n\n## Impact\n\nAttackers who control serialized data can extract environment variable secrets by injecting `{\"lc\": 1, \"type\": \"secret\", \"id\": [\"ENV_VAR\"]}` to load environment variables during deserialization (when `secrets_from_env=True`, which was the old default). They can also instantiate classes with controlled parameters by injecting constructor structures to instantiate any class within trusted namespaces with attacker-controlled parameters, potentially triggering side effects such as network calls or file operations.\n\nKey severity factors:\n\n- Affects the serialization path - applications trusting their own serialization output are vulnerable\n- Enables secret extraction when combined with `secrets_from_env=True` (the old default)\n- LLM responses in `additional_kwargs` can be controlled via prompt injection\n\n## Exploit example\n\n```python\nfrom langchain_core.load import dumps, load\nimport os\n\n# Attacker injects secret structure into user-controlled data\nattacker_dict = {\n \"user_data\": {\n \"lc\": 1,\n \"type\": \"secret\",\n \"id\": [\"OPENAI_API_KEY\"]\n }\n}\n\nserialized = dumps(attacker_dict) # Bug: does NOT escape the \u0027lc\u0027 key\n\nos.environ[\"OPENAI_API_KEY\"] = \"sk-secret-key-12345\"\ndeserialized = load(serialized, secrets_from_env=True)\n\nprint(deserialized[\"user_data\"]) # \"sk-secret-key-12345\" - SECRET LEAKED!\n\n```\n\n## Security hardening changes (breaking changes)\n\nThis patch introduces three breaking changes to `load()` and `loads()`:\n\n1. **New `allowed_objects` parameter** (defaults to `\u0027core\u0027`): Enforces allowlist of classes that can be deserialized. The `\u0027all\u0027` option corresponds to the list of objects [specified in `mappings.py`](https://github.com/langchain-ai/langchain/blob/master/libs/core/langchain_core/load/mapping.py) while the `\u0027core\u0027` option limits to objects within `langchain_core`. We recommend that users explicitly specify which objects they want to allow for serialization/deserialization.\n2. **`secrets_from_env` default changed from `True` to `False`**: Disables automatic secret loading from environment\n3. **New `init_validator` parameter** (defaults to `default_init_validator`): Blocks Jinja2 templates by default\n\n## Migration guide\n\n### No changes needed for most users\n\nIf you\u0027re deserializing standard LangChain types (messages, documents, prompts, trusted partner integrations like `ChatOpenAI`, `ChatAnthropic`, etc.), your code will work without changes:\n\n```python\nfrom langchain_core.load import load\n\n# Uses default allowlist from serialization mappings\nobj = load(serialized_data)\n\n```\n\n### For custom classes\n\nIf you\u0027re deserializing custom classes not in the serialization mappings, add them to the allowlist:\n\n```python\nfrom langchain_core.load import load\nfrom my_package import MyCustomClass\n\n# Specify the classes you need\nobj = load(serialized_data, allowed_objects=[MyCustomClass])\n```\n\n### For Jinja2 templates\n\nJinja2 templates are now blocked by default because they can execute arbitrary code. If you need Jinja2 templates, pass `init_validator=None`:\n\n```python\nfrom langchain_core.load import load\nfrom langchain_core.prompts import PromptTemplate\n\nobj = load(\n serialized_data,\n allowed_objects=[PromptTemplate],\n init_validator=None\n)\n\n```\n\n\u003e [!WARNING]\n\u003e Only disable `init_validator` if you trust the serialized data. Jinja2 templates can execute arbitrary Python code.\n\n### For secrets from environment\n\n`secrets_from_env` now defaults to `False`. If you need to load secrets from environment variables:\n\n```python\nfrom langchain_core.load import load\n\nobj = load(serialized_data, secrets_from_env=True)\n```\n\n\n## Credits\n\n* Dumps bug was reported by @yardenporat\n* Changes for security hardening due to findings from @0xn3va and @VladimirEliTokarev",
"id": "GHSA-c67j-w6g6-q2cm",
"modified": "2025-12-24T01:08:07Z",
"published": "2025-12-23T18:46:13Z",
"references": [
{
"type": "WEB",
"url": "https://github.com/langchain-ai/langchain/security/advisories/GHSA-c67j-w6g6-q2cm"
},
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2025-68664"
},
{
"type": "WEB",
"url": "https://github.com/langchain-ai/langchain/pull/34455"
},
{
"type": "WEB",
"url": "https://github.com/langchain-ai/langchain/pull/34458"
},
{
"type": "WEB",
"url": "https://github.com/langchain-ai/langchain/commit/5ec0fa69de31bbe3d76e4cf9cd65a6accb8466c8"
},
{
"type": "WEB",
"url": "https://github.com/langchain-ai/langchain/commit/d9ec4c5cc78960abd37da79b0250f5642e6f0ce6"
},
{
"type": "PACKAGE",
"url": "https://github.com/langchain-ai/langchain"
},
{
"type": "WEB",
"url": "https://github.com/langchain-ai/langchain/releases/tag/langchain-core%3D%3D0.3.81"
},
{
"type": "WEB",
"url": "https://github.com/langchain-ai/langchain/releases/tag/langchain-core%3D%3D1.2.5"
}
],
"schema_version": "1.4.0",
"severity": [
{
"score": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:L/A:N",
"type": "CVSS_V3"
}
],
"summary": "LangChain serialization injection vulnerability enables secret extraction in dumps/loads APIs"
}
Sightings
| Author | Source | Type | Date |
|---|
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.