CWE-502
AllowedDeserialization of Untrusted Data
Abstraction: Base · Status: Draft
The product deserializes untrusted data without sufficiently ensuring that the resulting data will be valid.
4812 vulnerabilities reference this CWE, most recent first.
GHSA-P3G4-9XFV-WQ9V
Vulnerability from github – Published: 2022-05-14 03:40 – Updated: 2024-01-30 23:18Jenkins Pipeline: Supporting APIs Plugin 2.17 and earlier have an arbitrary code execution due to incomplete sandbox protection: Methods related to Java deserialization like readResolve implemented in Pipeline scripts were not subject to sandbox protection, and could therefore execute arbitrary code. This could be exploited e.g. by regular Jenkins users with the permission to configure Pipelines in Jenkins, or by trusted committers to repositories containing Jenkinsfiles.
{
"affected": [
{
"database_specific": {
"last_known_affected_version_range": "\u003c= 2.17"
},
"package": {
"ecosystem": "Maven",
"name": "org.jenkins-ci.plugins.workflow:workflow-support"
},
"ranges": [
{
"events": [
{
"introduced": "0"
},
{
"fixed": "2.18"
}
],
"type": "ECOSYSTEM"
}
]
}
],
"aliases": [
"CVE-2018-1000058"
],
"database_specific": {
"cwe_ids": [
"CWE-502"
],
"github_reviewed": true,
"github_reviewed_at": "2024-01-30T23:18:21Z",
"nvd_published_at": "2018-02-09T23:29:00Z",
"severity": "HIGH"
},
"details": "Jenkins Pipeline: Supporting APIs Plugin 2.17 and earlier have an arbitrary code execution due to incomplete sandbox protection: Methods related to Java deserialization like readResolve implemented in Pipeline scripts were not subject to sandbox protection, and could therefore execute arbitrary code. This could be exploited e.g. by regular Jenkins users with the permission to configure Pipelines in Jenkins, or by trusted committers to repositories containing Jenkinsfiles.",
"id": "GHSA-p3g4-9xfv-wq9v",
"modified": "2024-01-30T23:18:21Z",
"published": "2022-05-14T03:40:05Z",
"references": [
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2018-1000058"
},
{
"type": "WEB",
"url": "https://jenkins.io/security/advisory/2018-02-05"
},
{
"type": "WEB",
"url": "http://www.securityfocus.com/bid/103034"
}
],
"schema_version": "1.4.0",
"severity": [
{
"score": "CVSS:3.0/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H",
"type": "CVSS_V3"
}
],
"summary": "Arbitrary code execution due to incomplete sandbox protection in Pipeline: Supporting APIs Plugin"
}
GHSA-P3J4-F85X-CW86
Vulnerability from github – Published: 2022-05-24 16:46 – Updated: 2024-04-04 00:46Ampache 3.8.3 allows PHP Object Instantiation via democratic.ajax.php and democratic.class.php.
{
"affected": [],
"aliases": [
"CVE-2017-18375"
],
"database_specific": {
"cwe_ids": [
"CWE-502"
],
"github_reviewed": false,
"github_reviewed_at": null,
"nvd_published_at": "2019-05-24T18:29:00Z",
"severity": "HIGH"
},
"details": "Ampache 3.8.3 allows PHP Object Instantiation via democratic.ajax.php and democratic.class.php.",
"id": "GHSA-p3j4-f85x-cw86",
"modified": "2024-04-04T00:46:38Z",
"published": "2022-05-24T16:46:32Z",
"references": [
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2017-18375"
},
{
"type": "WEB",
"url": "https://fenceposterror.github.io/2017/06/16/Hacking-For-Fun-And-Non-Profit.html"
}
],
"schema_version": "1.4.0",
"severity": [
{
"score": "CVSS:3.0/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H",
"type": "CVSS_V3"
}
]
}
GHSA-P3WM-HF9C-VV27
Vulnerability from github – Published: 2025-01-07 06:32 – Updated: 2026-04-08 18:33The Compare Products for WooCommerce plugin for WordPress is vulnerable to PHP Object Injection in all versions up to, and including, 3.2.1 via deserialization of untrusted input from the 'woo_compare_list' cookie. This makes it possible for unauthenticated attackers to inject a PHP Object. No known POP chain is present in the vulnerable software. If a POP chain is present via an additional plugin or theme installed on the target system, it could allow the attacker to delete arbitrary files, retrieve sensitive data, or execute code.
{
"affected": [],
"aliases": [
"CVE-2024-12313"
],
"database_specific": {
"cwe_ids": [
"CWE-502"
],
"github_reviewed": false,
"github_reviewed_at": null,
"nvd_published_at": "2025-01-07T05:15:17Z",
"severity": "HIGH"
},
"details": "The Compare Products for WooCommerce plugin for WordPress is vulnerable to PHP Object Injection in all versions up to, and including, 3.2.1 via deserialization of untrusted input from the \u0027woo_compare_list\u0027 cookie. This makes it possible for unauthenticated attackers to inject a PHP Object. No known POP chain is present in the vulnerable software. If a POP chain is present via an additional plugin or theme installed on the target system, it could allow the attacker to delete arbitrary files, retrieve sensitive data, or execute code.",
"id": "GHSA-p3wm-hf9c-vv27",
"modified": "2026-04-08T18:33:47Z",
"published": "2025-01-07T06:32:15Z",
"references": [
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2024-12313"
},
{
"type": "WEB",
"url": "https://plugins.trac.wordpress.org/browser/woocommerce-compare-products/trunk/classes/class-wc-compare-functions.php#L219"
},
{
"type": "WEB",
"url": "https://plugins.trac.wordpress.org/browser/woocommerce-compare-products/trunk/classes/class-wc-compare-functions.php#L237"
},
{
"type": "WEB",
"url": "https://plugins.trac.wordpress.org/browser/woocommerce-compare-products/trunk/classes/class-wc-compare-functions.php#L256"
},
{
"type": "WEB",
"url": "https://plugins.trac.wordpress.org/browser/woocommerce-compare-products/trunk/classes/class-wc-compare-functions.php#L275"
},
{
"type": "WEB",
"url": "https://plugins.trac.wordpress.org/changeset/3215166"
},
{
"type": "WEB",
"url": "https://www.wordfence.com/threat-intel/vulnerabilities/id/638e8e67-38b3-4fc4-bd77-8f268030a93a?source=cve"
}
],
"schema_version": "1.4.0",
"severity": [
{
"score": "CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:H/I:H/A:H",
"type": "CVSS_V3"
}
]
}
GHSA-P439-6462-PR5V
Vulnerability from github – Published: 2025-10-22 15:31 – Updated: 2026-01-20 15:31Deserialization of Untrusted Data vulnerability in wpinstinct WooCommerce Vehicle Parts Finder woo-vehicle-parts-finder allows Object Injection.This issue affects WooCommerce Vehicle Parts Finder: from n/a through <= 3.7.
{
"affected": [],
"aliases": [
"CVE-2025-49380"
],
"database_specific": {
"cwe_ids": [
"CWE-502"
],
"github_reviewed": false,
"github_reviewed_at": null,
"nvd_published_at": "2025-10-22T15:15:35Z",
"severity": "MODERATE"
},
"details": "Deserialization of Untrusted Data vulnerability in wpinstinct WooCommerce Vehicle Parts Finder woo-vehicle-parts-finder allows Object Injection.This issue affects WooCommerce Vehicle Parts Finder: from n/a through \u003c= 3.7.",
"id": "GHSA-p439-6462-pr5v",
"modified": "2026-01-20T15:31:22Z",
"published": "2025-10-22T15:31:13Z",
"references": [
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2025-49380"
},
{
"type": "WEB",
"url": "https://patchstack.com/database/Wordpress/Plugin/woo-vehicle-parts-finder/vulnerability/wordpress-woocommerce-vehicle-parts-finder-plugin-3-7-php-object-injection-vulnerability?_s_id=cve"
},
{
"type": "WEB",
"url": "https://vdp.patchstack.com/database/Wordpress/Plugin/woo-vehicle-parts-finder/vulnerability/wordpress-woocommerce-vehicle-parts-finder-plugin-3-7-php-object-injection-vulnerability"
},
{
"type": "WEB",
"url": "https://vdp.patchstack.com/database/Wordpress/Plugin/woo-vehicle-parts-finder/vulnerability/wordpress-woocommerce-vehicle-parts-finder-plugin-3-7-php-object-injection-vulnerability?_s_id=cve"
}
],
"schema_version": "1.4.0",
"severity": [
{
"score": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:N/A:N",
"type": "CVSS_V3"
}
]
}
GHSA-P43X-XFJF-5JHR
Vulnerability from github – Published: 2020-05-15 18:59 – Updated: 2024-03-15 00:20FasterXML jackson-databind 2.x before 2.9.10.4, 2.8.11.6, and 2.7.9.7 mishandles the interaction between serialization gadgets and typing, related to br.com.anteros.dbcp.AnterosDBCPConfig (aka anteros-core).
{
"affected": [
{
"package": {
"ecosystem": "Maven",
"name": "com.fasterxml.jackson.core:jackson-databind"
},
"ranges": [
{
"events": [
{
"introduced": "2.9.0"
},
{
"fixed": "2.9.10.4"
}
],
"type": "ECOSYSTEM"
}
]
},
{
"package": {
"ecosystem": "Maven",
"name": "com.fasterxml.jackson.core:jackson-databind"
},
"ranges": [
{
"events": [
{
"introduced": "2.8.0"
},
{
"fixed": "2.8.11.6"
}
],
"type": "ECOSYSTEM"
}
]
},
{
"package": {
"ecosystem": "Maven",
"name": "com.fasterxml.jackson.core:jackson-databind"
},
"ranges": [
{
"events": [
{
"introduced": "2.0.0"
},
{
"fixed": "2.7.9.7"
}
],
"type": "ECOSYSTEM"
}
]
}
],
"aliases": [
"CVE-2020-9548"
],
"database_specific": {
"cwe_ids": [
"CWE-502"
],
"github_reviewed": true,
"github_reviewed_at": "2020-04-23T19:24:13Z",
"nvd_published_at": "2020-03-02T04:15:00Z",
"severity": "CRITICAL"
},
"details": "FasterXML jackson-databind 2.x before 2.9.10.4, 2.8.11.6, and 2.7.9.7 mishandles the interaction between serialization gadgets and typing, related to br.com.anteros.dbcp.AnterosDBCPConfig (aka anteros-core).",
"id": "GHSA-p43x-xfjf-5jhr",
"modified": "2024-03-15T00:20:08Z",
"published": "2020-05-15T18:59:01Z",
"references": [
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2020-9548"
},
{
"type": "WEB",
"url": "https://github.com/FasterXML/jackson-databind/issues/2634"
},
{
"type": "WEB",
"url": "https://github.com/FasterXML/jackson-databind/commit/1e64db6a2fad331f96c7363fda3bc5f3dffa25bb"
},
{
"type": "WEB",
"url": "https://github.com/FasterXML/jackson-databind/commit/9f4e97019fb0dd836533d0b6198c88787e235ae2"
},
{
"type": "WEB",
"url": "https://www.oracle.com/security-alerts/cpuoct2021.html"
},
{
"type": "WEB",
"url": "https://www.oracle.com/security-alerts/cpuoct2020.html"
},
{
"type": "WEB",
"url": "https://www.oracle.com/security-alerts/cpujul2020.html"
},
{
"type": "WEB",
"url": "https://www.oracle.com/security-alerts/cpujan2021.html"
},
{
"type": "WEB",
"url": "https://security.netapp.com/advisory/ntap-20200904-0006"
},
{
"type": "WEB",
"url": "https://medium.com/@cowtowncoder/on-jackson-cves-dont-panic-here-is-what-you-need-to-know-54cd0d6e8062"
},
{
"type": "WEB",
"url": "https://lists.debian.org/debian-lts-announce/2020/03/msg00008.html"
},
{
"type": "WEB",
"url": "https://lists.apache.org/thread.html/rf1bbc0ea4a9f014cf94df9a12a6477d24a27f52741dbc87f2fd52ff2@%3Cissues.geode.apache.org%3E"
},
{
"type": "WEB",
"url": "https://lists.apache.org/thread.html/rdd4df698d5d8e635144d2994922bf0842e933809eae259521f3b5097@%3Cissues.zookeeper.apache.org%3E"
},
{
"type": "WEB",
"url": "https://lists.apache.org/thread.html/rdd49ab9565bec436a896bc00c4b9fc9dce1598e106c318524fbdfec6@%3Cissues.zookeeper.apache.org%3E"
},
{
"type": "WEB",
"url": "https://lists.apache.org/thread.html/rd5a4457be4623038c3989294429bc063eec433a2e55995d81591e2ca@%3Cissues.zookeeper.apache.org%3E"
},
{
"type": "WEB",
"url": "https://lists.apache.org/thread.html/rb6fecb5e96a6d61e175ff49f33f2713798dd05cf03067c169d195596@%3Cissues.zookeeper.apache.org%3E"
},
{
"type": "WEB",
"url": "https://lists.apache.org/thread.html/r98c9b6e4c9e17792e2cd1ec3e4aa20b61a791939046d3f10888176bb@%3Cissues.zookeeper.apache.org%3E"
},
{
"type": "WEB",
"url": "https://lists.apache.org/thread.html/r9464a40d25c3ba1a55622db72f113eb494a889656962d098c70c5bb1@%3Cdev.zookeeper.apache.org%3E"
},
{
"type": "WEB",
"url": "https://lists.apache.org/thread.html/r35d30db00440ef63b791c4b7f7acb036e14d4a23afa2a249cb66c0fd@%3Cissues.zookeeper.apache.org%3E"
},
{
"type": "PACKAGE",
"url": "https://github.com/FasterXML/jackson-databind"
}
],
"schema_version": "1.4.0",
"severity": [
{
"score": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
"type": "CVSS_V3"
}
],
"summary": "jackson-databind mishandles the interaction between serialization gadgets and typing"
}
GHSA-P47F-322F-WHFH
Vulnerability from github – Published: 2026-05-28 15:39 – Updated: 2026-07-02 13:55Deserialization of untrusted data vulnerability in QOS.CH Sarl logback logback-core (HardenedObjectInputStream (logback-core) modules) allows Object Injection albeit heavily restricted.
More precisely, an attacker able to influence serialized data sent to SimpleSocketServer or SimpleSSLSocketServer can instantiate objects from classes in the java.lang and java.util packages that are not explicitly blocked.
Although deserialization is heavily restricted by HardenedObjectInputStream and no practical way to achieve remote code execution or significant privilege escalation has been identified, this issue constitutes a bypass of the intended security restrictions.
This issue affects logback: through 1.5.32 inclusive.
{
"affected": [
{
"database_specific": {
"last_known_affected_version_range": "\u003c= 1.5.32"
},
"package": {
"ecosystem": "Maven",
"name": "ch.qos.logback:logback-core"
},
"ranges": [
{
"events": [
{
"introduced": "0"
},
{
"fixed": "1.5.33"
}
],
"type": "ECOSYSTEM"
}
]
}
],
"aliases": [
"CVE-2026-9828"
],
"database_specific": {
"cwe_ids": [
"CWE-502"
],
"github_reviewed": true,
"github_reviewed_at": "2026-07-02T13:55:30Z",
"nvd_published_at": "2026-05-28T14:16:27Z",
"severity": "LOW"
},
"details": "Deserialization of untrusted data vulnerability in QOS.CH Sarl logback logback-core (HardenedObjectInputStream (logback-core) modules) allows Object Injection albeit heavily restricted.\n\nMore precisely, an attacker able to influence serialized data sent to SimpleSocketServer or SimpleSSLSocketServer can instantiate objects from classes in the java.lang and java.util packages that are not explicitly blocked.\n\nAlthough deserialization is heavily restricted by HardenedObjectInputStream and no practical way to achieve remote code execution or significant privilege escalation has been identified, this issue constitutes a bypass of the intended security restrictions.\n\nThis issue affects logback: through 1.5.32 inclusive.",
"id": "GHSA-p47f-322f-whfh",
"modified": "2026-07-02T13:55:30Z",
"published": "2026-05-28T15:39:50Z",
"references": [
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2026-9828"
},
{
"type": "PACKAGE",
"url": "https://github.com/qos-ch/logback"
},
{
"type": "WEB",
"url": "https://logback.qos.ch/news.html#1.5.33"
}
],
"schema_version": "1.4.0",
"severity": [
{
"score": "CVSS:4.0/AV:L/AC:H/AT:P/PR:N/UI:N/VC:L/VI:L/VA:N/SC:L/SI:L/SA:N/E:P/RE:L/U:Green",
"type": "CVSS_V4"
}
],
"summary": "QOS.CH Sarl logback logback-core has a deserialization of untrusted data vulnerability"
}
GHSA-P4C2-74W6-PRRQ
Vulnerability from github – Published: 2023-12-01 00:31 – Updated: 2023-12-01 00:31In Delta Electronics InfraSuite Device Master v.1.0.7, a vulnerability exists that allows an unauthenticated attacker to execute code with local administrator privileges.
{
"affected": [],
"aliases": [
"CVE-2023-47207"
],
"database_specific": {
"cwe_ids": [
"CWE-502"
],
"github_reviewed": false,
"github_reviewed_at": null,
"nvd_published_at": "2023-11-30T22:15:08Z",
"severity": "CRITICAL"
},
"details": "In Delta Electronics InfraSuite Device Master v.1.0.7, a vulnerability exists that allows an unauthenticated attacker to execute code with local administrator privileges.",
"id": "GHSA-p4c2-74w6-prrq",
"modified": "2023-12-01T00:31:00Z",
"published": "2023-12-01T00:31:00Z",
"references": [
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2023-47207"
},
{
"type": "WEB",
"url": "https://www.cisa.gov/news-events/ics-advisories/icsa-23-331-01"
}
],
"schema_version": "1.4.0",
"severity": [
{
"score": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
"type": "CVSS_V3"
}
]
}
GHSA-P4MQ-MQPJ-7XCJ
Vulnerability from github – Published: 2023-03-23 21:30 – Updated: 2025-10-22 00:32Adobe ColdFusion versions 2018 Update 15 (and earlier) and 2021 Update 5 (and earlier) are affected by a Deserialization of Untrusted Data vulnerability that could result in arbitrary code execution in the context of the current user. Exploitation of this issue does not require user interaction.
{
"affected": [],
"aliases": [
"CVE-2023-26359"
],
"database_specific": {
"cwe_ids": [
"CWE-502"
],
"github_reviewed": false,
"github_reviewed_at": null,
"nvd_published_at": "2023-03-23T20:15:00Z",
"severity": "CRITICAL"
},
"details": "Adobe ColdFusion versions 2018 Update 15 (and earlier) and 2021 Update 5 (and earlier) are affected by a Deserialization of Untrusted Data vulnerability that could result in arbitrary code execution in the context of the current user. Exploitation of this issue does not require user interaction.",
"id": "GHSA-p4mq-mqpj-7xcj",
"modified": "2025-10-22T00:32:43Z",
"published": "2023-03-23T21:30:20Z",
"references": [
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2023-26359"
},
{
"type": "WEB",
"url": "https://helpx.adobe.com/security/products/coldfusion/apsb23-25.html"
},
{
"type": "WEB",
"url": "https://www.cisa.gov/known-exploited-vulnerabilities-catalog?field_cve=CVE-2023-26359"
}
],
"schema_version": "1.4.0",
"severity": [
{
"score": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
"type": "CVSS_V3"
}
]
}
GHSA-P4XG-PQ3G-JW4C
Vulnerability from github – Published: 2022-05-24 19:12 – Updated: 2022-05-24 19:12An issue was discovered in EdgeGallery/developer before v1.0. There is a "Deserialization of yaml file" vulnerability that can allow attackers to execute system command through uploading the malicious constructed YAML file.
{
"affected": [],
"aliases": [
"CVE-2021-34066"
],
"database_specific": {
"cwe_ids": [
"CWE-502"
],
"github_reviewed": false,
"github_reviewed_at": null,
"nvd_published_at": "2021-08-30T19:15:00Z",
"severity": "CRITICAL"
},
"details": "An issue was discovered in EdgeGallery/developer before v1.0. There is a \"Deserialization of yaml file\" vulnerability that can allow attackers to execute system command through uploading the malicious constructed YAML file.",
"id": "GHSA-p4xg-pq3g-jw4c",
"modified": "2022-05-24T19:12:26Z",
"published": "2022-05-24T19:12:26Z",
"references": [
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2021-34066"
},
{
"type": "WEB",
"url": "https://github.com/EdgeGallery/developer-be/issues/1"
}
],
"schema_version": "1.4.0",
"severity": []
}
GHSA-P523-JQ9W-64X9
Vulnerability from github – Published: 2026-01-09 21:04 – Updated: 2026-01-11 14:54Fickling's assessment
cProfile was added to the list of unsafe imports (https://github.com/trailofbits/fickling/commit/dc8ae12966edee27a78fe05c5745171a2b138d43).
Original report
Description
Summary
Fickling versions up to and including 0.1.6 do not treat Python's cProfile module as unsafe. Because of this, a malicious pickle that uses cProfile.run() is classified as SUSPICIOUS instead of OVERTLY_MALICIOUS.
If a user relies on Fickling's output to decide whether a pickle is safe to deserialize, this misclassification can lead them to execute attacker-controlled code on their system.
This affects any workflow or product that uses Fickling as a security gate for pickle deserialization.
Details
The cProfile module is missing from fickling's block list of unsafe module imports in fickling/analysis.py. This is the same root cause as CVE-2025-67748 (pty) and CVE-2025-67747 (marshal/types).
Incriminated source code:
- File:
fickling/analysis.py - Class:
UnsafeImports - Issue: The blocklist does not include
cProfile,cProfile.run, orcProfile.runctx
Reference to similar fix:
- PR #187 added
ptyto the blocklist to fix CVE-2025-67748 - PR #108 documented the blocklist approach
- The same fix pattern should be applied for
cProfile
How the bypass works:
- Attacker creates a pickle using
cProfile.run()in__reduce__ cProfile.run()accepts a Python code string and executes it directly (C-accelerated version of profile.run)- Fickling's
UnsafeImportsanalysis does not flagcProfileas dangerous - Only the
UnusedVariablesheuristic triggers, resulting in SUSPICIOUS severity - The pickle should be rated OVERTLY_MALICIOUS like
os.system,eval, andexec
Tested behavior (fickling 0.1.6):
| Function | Fickling Severity | RCE Capable |
|---|---|---|
| os.system | LIKELY_OVERTLY_MALICIOUS | Yes |
| eval | OVERTLY_MALICIOUS | Yes |
| exec | OVERTLY_MALICIOUS | Yes |
| cProfile.run | SUSPICIOUS | Yes ← BYPASS |
| cProfile.runctx | SUSPICIOUS | Yes ← BYPASS |
Suggested fix:
Add to the unsafe imports blocklist in fickling/analysis.py:
- cProfile
- cProfile.run
- cProfile.runctx
- _lsprof (underlying C module)
PoC
Complete instructions, including specific configuration details, to reproduce the vulnerability.
Environment: - Python 3.13.2 - fickling 0.1.6 (latest version, installed via pip)
Step 1: Create malicious pickle
import pickle
import cProfile
class MaliciousPayload:
def __reduce__(self):
return (cProfile.run, ("print('CPROFILE_RCE_CONFIRMED')",))
with open("malicious.pkl", "wb") as f:
pickle.dump(MaliciousPayload(), f)
Step 2: Analyze with fickling
from fickling.fickle import Pickled
from fickling.analysis import check_safety
with open('malicious.pkl', 'rb') as f:
data = f.read()
pickled = Pickled.load(data)
result = check_safety(pickled)
print(f"Severity: {result.severity}")
print(f"Analysis: {result}")
Expected output (if properly detected):
Severity: Severity.OVERTLY_MALICIOUS
Actual output (bypass confirmed):
Severity: Severity.SUSPICIOUS
Analysis: Variable `_var0` is assigned value `run(...)` but unused afterward; this is suspicious and indicative of a malicious pickle file
Step 3: Prove RCE by loading the pickle
python -c "import pickle; pickle.load(open('malicious.pkl', 'rb'))"
Output
CPROFILE_RCE_CONFIRMED
4 function calls in 0.000 seconds
Ordered by: standard name
ncalls tottime percall cumtime percall filename:lineno(function)
1 0.000 0.000 0.000 0.000 <string>:1(<module>)
1 0.000 0.000 0.000 0.000 {built-in method builtins.exec}
1 0.000 0.000 0.000 0.000 {built-in method builtins.print}
1 0.000 0.000 0.000 0.000 {method 'disable' of '_lsprof.Profiler' objects}
Check: The code executes, proving RCE.
Pickle disassembly (evidence):
0: \x80 PROTO 5
2: \x95 FRAME 58
11: \x8c SHORT_BINUNICODE 'cProfile'
21: \x94 MEMOIZE (as 0)
22: \x8c SHORT_BINUNICODE 'run'
27: \x94 MEMOIZE (as 1)
28: \x93 STACK_GLOBAL
29: \x94 MEMOIZE (as 2)
30: \x8c SHORT_BINUNICODE "print('CPROFILE_RCE_CONFIRMED')"
63: \x94 MEMOIZE (as 3)
64: \x85 TUPLE1
65: \x94 MEMOIZE (as 4)
66: R REDUCE
67: \x94 MEMOIZE (as 5)
68: . STOP
highest protocol among opcodes = 4
Impact
Vulnerability Type:
Incomplete blocklist leading to safety check bypass (CWE-184) and arbitrary code execution via insecure deserialization (CWE-502).
Who is impacted:
Any user or system that relies on fickling to vet pickle files for security issues before loading them. This includes: - ML model validation pipelines - Model hosting platforms (Hugging Face, MLflow, etc.) - Security scanning tools that use fickling - CI/CD pipelines that validate pickle artifacts
Attack scenario:
An attacker uploads a malicious ML model or pickle file to a model repository. The victim's pipeline uses fickling to scan uploads. Fickling rates the file as "SUSPICIOUS" (not "OVERTLY_MALICIOUS"), so the file is not rejected. When the victim loads the model, arbitrary code executes on their system.
Why cProfile.run() is dangerous:
Unlike runpy.run_path() which requires a file on disk, cProfile.run() takes a code string directly. This means the entire attack is self-contained in the pickle - no external files needed. Python docs explicitly state that cProfile.run() takes "a single argument that can be passed to the exec() function".
cProfile is the C-accelerated version and is more commonly available than profile. It's also the recommended profiler per Python docs ("cProfile is recommended for most users"), so it's present in virtually all Python installations.
Severity: HIGH
- The attacker achieves arbitrary code execution
- The security control (fickling) is specifically designed to prevent this
- The bypass requires no special conditions beyond crafting the pickle with cProfile
- Attack is fully self-contained (no external files needed)
- cProfile is more commonly used than profile, increasing attack surface
{
"affected": [
{
"database_specific": {
"last_known_affected_version_range": "\u003c= 0.1.6"
},
"package": {
"ecosystem": "PyPI",
"name": "fickling"
},
"ranges": [
{
"events": [
{
"introduced": "0"
},
{
"fixed": "0.1.7"
}
],
"type": "ECOSYSTEM"
}
]
}
],
"aliases": [
"CVE-2026-22607"
],
"database_specific": {
"cwe_ids": [
"CWE-184",
"CWE-502"
],
"github_reviewed": true,
"github_reviewed_at": "2026-01-09T21:04:22Z",
"nvd_published_at": "2026-01-10T02:15:49Z",
"severity": "HIGH"
},
"details": "# Fickling\u0027s assessment\n\n`cProfile` was added to the list of unsafe imports (https://github.com/trailofbits/fickling/commit/dc8ae12966edee27a78fe05c5745171a2b138d43).\n\n# Original report\n\n## Description\n\n### Summary\n\nFickling versions up to and including 0.1.6 do not treat Python\u0027s `cProfile` module as unsafe. Because of this, a malicious pickle that uses `cProfile.run()` is classified as SUSPICIOUS instead of OVERTLY_MALICIOUS.\n\nIf a user relies on Fickling\u0027s output to decide whether a pickle is safe to deserialize, this misclassification can lead them to execute attacker-controlled code on their system.\n\nThis affects any workflow or product that uses Fickling as a security gate for pickle deserialization.\n\n### Details\n\nThe `cProfile` module is missing from fickling\u0027s block list of unsafe module imports in `fickling/analysis.py`. This is the same root cause as CVE-2025-67748 (pty) and CVE-2025-67747 (marshal/types).\n\nIncriminated source code:\n\n- File: `fickling/analysis.py`\n- Class: `UnsafeImports`\n- Issue: The blocklist does not include `cProfile`, `cProfile.run`, or `cProfile.runctx`\n\nReference to similar fix:\n\n- PR #187 added `pty` to the blocklist to fix CVE-2025-67748\n- PR #108 documented the blocklist approach\n- The same fix pattern should be applied for `cProfile`\n\nHow the bypass works:\n\n1. Attacker creates a pickle using `cProfile.run()` in `__reduce__`\n2. `cProfile.run()` accepts a Python code string and executes it directly (C-accelerated version of profile.run)\n3. Fickling\u0027s `UnsafeImports` analysis does not flag `cProfile` as dangerous\n4. Only the `UnusedVariables` heuristic triggers, resulting in SUSPICIOUS severity\n5. The pickle should be rated OVERTLY_MALICIOUS like `os.system`, `eval`, and `exec`\n\nTested behavior (fickling 0.1.6):\n\n| Function | Fickling Severity | RCE Capable |\n|----------|-------------------|-------------|\n| os.system | LIKELY_OVERTLY_MALICIOUS | Yes |\n| eval | OVERTLY_MALICIOUS | Yes |\n| exec | OVERTLY_MALICIOUS | Yes |\n| cProfile.run | SUSPICIOUS | Yes \u2190 BYPASS |\n| cProfile.runctx | SUSPICIOUS | Yes \u2190 BYPASS |\n\nSuggested fix:\n\nAdd to the unsafe imports blocklist in `fickling/analysis.py`:\n- `cProfile`\n- `cProfile.run`\n- `cProfile.runctx`\n- `_lsprof` (underlying C module)\n\n## PoC\n\nComplete instructions, including specific configuration details, to reproduce the vulnerability.\n\nEnvironment:\n- Python 3.13.2\n- fickling 0.1.6 (latest version, installed via pip)\n\n### Step 1: Create malicious pickle\n\n```python\nimport pickle\nimport cProfile\n\nclass MaliciousPayload:\n def __reduce__(self):\n return (cProfile.run, (\"print(\u0027CPROFILE_RCE_CONFIRMED\u0027)\",))\n\nwith open(\"malicious.pkl\", \"wb\") as f:\n pickle.dump(MaliciousPayload(), f)\n```\n\n### Step 2: Analyze with fickling\n\n```python\nfrom fickling.fickle import Pickled\nfrom fickling.analysis import check_safety\n\nwith open(\u0027malicious.pkl\u0027, \u0027rb\u0027) as f:\n data = f.read()\n\npickled = Pickled.load(data)\nresult = check_safety(pickled)\nprint(f\"Severity: {result.severity}\")\nprint(f\"Analysis: {result}\")\n```\n\nExpected output (if properly detected):\n```\nSeverity: Severity.OVERTLY_MALICIOUS\n```\n\nActual output (bypass confirmed):\n```\nSeverity: Severity.SUSPICIOUS\nAnalysis: Variable `_var0` is assigned value `run(...)` but unused afterward; this is suspicious and indicative of a malicious pickle file\n```\n\n### Step 3: Prove RCE by loading the pickle\n\n```bash\npython -c \"import pickle; pickle.load(open(\u0027malicious.pkl\u0027, \u0027rb\u0027))\"\n```\n\nOutput\n```\nCPROFILE_RCE_CONFIRMED\n 4 function calls in 0.000 seconds\n\n Ordered by: standard name\n\n ncalls tottime percall cumtime percall filename:lineno(function)\n 1 0.000 0.000 0.000 0.000 \u003cstring\u003e:1(\u003cmodule\u003e)\n 1 0.000 0.000 0.000 0.000 {built-in method builtins.exec}\n 1 0.000 0.000 0.000 0.000 {built-in method builtins.print}\n 1 0.000 0.000 0.000 0.000 {method \u0027disable\u0027 of \u0027_lsprof.Profiler\u0027 objects}\n```\n\nCheck: The code executes, proving RCE.\n\n### Pickle disassembly (evidence):\n\n```\n 0: \\x80 PROTO 5\n 2: \\x95 FRAME 58\n 11: \\x8c SHORT_BINUNICODE \u0027cProfile\u0027\n 21: \\x94 MEMOIZE (as 0)\n 22: \\x8c SHORT_BINUNICODE \u0027run\u0027\n 27: \\x94 MEMOIZE (as 1)\n 28: \\x93 STACK_GLOBAL\n 29: \\x94 MEMOIZE (as 2)\n 30: \\x8c SHORT_BINUNICODE \"print(\u0027CPROFILE_RCE_CONFIRMED\u0027)\"\n 63: \\x94 MEMOIZE (as 3)\n 64: \\x85 TUPLE1\n 65: \\x94 MEMOIZE (as 4)\n 66: R REDUCE\n 67: \\x94 MEMOIZE (as 5)\n 68: . STOP\nhighest protocol among opcodes = 4\n```\n\n## Impact\n\nVulnerability Type:\n\nIncomplete blocklist leading to safety check bypass (CWE-184) and arbitrary code execution via insecure deserialization (CWE-502).\n\nWho is impacted:\n\nAny user or system that relies on fickling to vet pickle files for security issues before loading them. This includes:\n- ML model validation pipelines\n- Model hosting platforms (Hugging Face, MLflow, etc.)\n- Security scanning tools that use fickling\n- CI/CD pipelines that validate pickle artifacts\n\nAttack scenario:\n\nAn attacker uploads a malicious ML model or pickle file to a model repository. The victim\u0027s pipeline uses fickling to scan uploads. Fickling rates the file as \"SUSPICIOUS\" (not \"OVERTLY_MALICIOUS\"), so the file is not rejected. When the victim loads the model, arbitrary code executes on their system.\n\nWhy cProfile.run() is dangerous:\n\nUnlike `runpy.run_path()` which requires a file on disk, `cProfile.run()` takes a code string directly. This means the entire attack is self-contained in the pickle - no external files needed. Python docs explicitly state that `cProfile.run()` takes \"a single argument that can be passed to the exec() function\".\n\n`cProfile` is the C-accelerated version and is more commonly available than `profile`. It\u0027s also the recommended profiler per Python docs (\"cProfile is recommended for most users\"), so it\u0027s present in virtually all Python installations.\n\nSeverity: HIGH\n\n- The attacker achieves arbitrary code execution\n- The security control (fickling) is specifically designed to prevent this\n- The bypass requires no special conditions beyond crafting the pickle with cProfile\n- Attack is fully self-contained (no external files needed)\n- cProfile is more commonly used than profile, increasing attack surface",
"id": "GHSA-p523-jq9w-64x9",
"modified": "2026-01-11T14:54:55Z",
"published": "2026-01-09T21:04:22Z",
"references": [
{
"type": "WEB",
"url": "https://github.com/trailofbits/fickling/security/advisories/GHSA-565g-hwwr-4pp3"
},
{
"type": "WEB",
"url": "https://github.com/trailofbits/fickling/security/advisories/GHSA-p523-jq9w-64x9"
},
{
"type": "WEB",
"url": "https://github.com/trailofbits/fickling/security/advisories/GHSA-r7v6-mfhq-g3m2"
},
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2026-22607"
},
{
"type": "WEB",
"url": "https://github.com/trailofbits/fickling/pull/108"
},
{
"type": "WEB",
"url": "https://github.com/trailofbits/fickling/pull/187"
},
{
"type": "WEB",
"url": "https://github.com/trailofbits/fickling/pull/195"
},
{
"type": "WEB",
"url": "https://github.com/trailofbits/fickling/commit/dc8ae12966edee27a78fe05c5745171a2b138d43"
},
{
"type": "PACKAGE",
"url": "https://github.com/trailofbits/fickling"
},
{
"type": "WEB",
"url": "https://github.com/trailofbits/fickling/blob/977b0769c13537cd96549c12bb537f05464cf09c/test/test_bypasses.py#L116"
},
{
"type": "WEB",
"url": "https://github.com/trailofbits/fickling/releases/tag/v0.1.7"
}
],
"schema_version": "1.4.0",
"severity": [
{
"score": "CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N/E:P",
"type": "CVSS_V4"
}
],
"summary": "Fickling Blocklist Bypass: cProfile.run()"
}
Mitigation
If available, use the signing/sealing features of the programming language to assure that deserialized data has not been tainted. For example, a hash-based message authentication code (HMAC) could be used to ensure that data has not been modified.
Mitigation
When deserializing data, populate a new object rather than just deserializing. The result is that the data flows through safe input validation and that the functions are safe.
Mitigation
Explicitly define a final object() to prevent deserialization.
Mitigation
- Make fields transient to protect them from deserialization.
- An attempt to serialize and then deserialize a class containing transient fields will result in NULLs where the transient data should be. This is an excellent way to prevent time, environment-based, or sensitive variables from being carried over and used improperly.
Mitigation
Avoid having unnecessary types or gadgets (a sequence of instances and method invocations that can self-execute during the deserialization process, often found in libraries) available that can be leveraged for malicious ends. This limits the potential for unintended or unauthorized types and gadgets to be leveraged by the attacker. Add only acceptable classes to an allowlist. Note: new gadgets are constantly being discovered, so this alone is not a sufficient mitigation.
Mitigation
Employ cryptography of the data or code for protection. However, it's important to note that it would still be client-side security. This is risky because if the client is compromised then the security implemented on the client (the cryptography) can be bypassed.
Mitigation MIT-29
Strategy: Firewall
Use an application firewall that can detect attacks against this weakness. It can be beneficial in cases in which the code cannot be fixed (because it is controlled by a third party), as an emergency prevention measure while more comprehensive software assurance measures are applied, or to provide defense in depth [REF-1481].
CAPEC-586: Object Injection
An adversary attempts to exploit an application by injecting additional, malicious content during its processing of serialized objects. Developers leverage serialization in order to convert data or state into a static, binary format for saving to disk or transferring over a network. These objects are then deserialized when needed to recover the data/state. By injecting a malformed object into a vulnerable application, an adversary can potentially compromise the application by manipulating the deserialization process. This can result in a number of unwanted outcomes, including remote code execution.