CVE-2023-48224: Ethyca fides Ethyca Fides Cryptographically Weak Generation Vulnerability
HIGHCVE-2023-48224 is a HIGH (CVSS 8.2) ethyca fides cryptographically weak generation vulnerability (CWE-338: Use of Cryptographically Weak Pseudo-Random Number Generator (PRNG)) affecting Ethyca fides libraries in the PyPI ecosystem. The issue involves ethyca fides cryptographically weak generation of one-time codes for identity verification. Remediation is available by upgrading affected packages to version 2.24.0.
CVE-2023-48224 at a Glance
Security Impact
CVSS: 8.2
The security impact metrics below are parsed directly from the CVSS v3.1 vector string (CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:L/A:H).
How to Fix CVE-2023-48224
To remediate this vulnerability, upgrade all affected Ethyca fides dependencies to a patched release. Both direct and transitive dependencies should be checked, as frameworks or security libraries may pull in vulnerable versions transitively.
pip install ethyca-fides>=2.24.0
Run the following command in your project directory to verify that all resolved dependencies use the patched release:
pip show ethyca-fides
How to Check if You Are Affected
To determine whether your Python environment is affected by CVE-2023-48224, inspect your installed packages using pip:
pip show ethyca-fides
Analyze the terminal output to locate any version of Ethyca fides in your dependency tree. If any resolved version matches the vulnerable ranges listed in the table below (for example, versions earlier than 2.24.0), your application is affected.
Note: The pip show ethyca-fides command checks currently installed packages in your active Python environment.
Technical Details
Vulnerability Mechanism & Technical Analysis
This vulnerability is classified under CWE-338: Use of Cryptographically Weak Pseudo-Random Number Generator (PRNG), where the product uses a pseudo-random number generator (prng) in a security context, but the prng's algorithm is not cryptographically strong. In Ethyca fides, software state validation or input boundaries are circumvented during processing. Review the official source advisory statement below for specific affected components, classes, and reproduction details.
Source Advisory Statement
CVE-2023-48224 Affected Ethyca fides Versions
1 component(s)| Product / Package | Ecosystem | Affected Versions | Fixed Version |
|---|---|---|---|
|
ethyca-fides
|
PyPI |
< 2.24.0
|
2.24.0
|
References
Frequently Asked Questions
What is CVE-2023-48224?
Which Ethyca fides versions are affected?
What version fixes CVE-2023-48224?
Is ethyca-fides affected?
What is the CVSS score of CVE-2023-48224?
What CWE is associated with CVE-2023-48224?
How can I check PyPI dependencies for CVE-2023-48224?
Machine-readable OSV JSON
OSV v1.5 Schema
{
"schema_version" : "1.4.0",
"id" : "GHSA-82vr-5769-6358",
"modified" : "2023-11-16T14:33:06Z",
"published" : "2023-11-16T14:33:06Z",
"aliases" : [ "CVE-2023-48224" ],
"summary" : "Ethyca Fides Cryptographically Weak Generation of One-Time Codes for Identity Verification",
"details" : "### Impact\n\nThe Fides Privacy Center allows data subject users to submit privacy and consent requests to data controller users of the Fides web application.\n\nPrivacy requests allow data subjects to submit a request to access all person data held by the data controller, or delete/erase it. Consent request allows data subject users to modify their privacy preferences for how the data controller uses their personal data e.g. data sales and sharing consent opt-in/opt-out.\n\nIf `subject_identity_verification_required` in the `[execution]` section of `fides.toml` or the env var `FIDES__EXECUTION__SUBJECT_IDENTITY_VERIFICATION_REQUIRED` is set to `True` on the fides webserver backend, data subjects are sent a one-time code to their email address or phone number, depending on messaging configuration, and the one-time code must be entered in the Privacy Center UI by the data subject before the privacy or consent request is submitted.\n\nIt was identified that the one-time code values for these requests were generated by the python `random` module, a cryptographically weak pseduo-random number generator (PNRG). If an attacker generates several hundred consecutive one-time codes, this vulnerability allows the attacker to predict all future one-time code values during the lifetime of the backend python process.\n\nThere is no security impact on data access requests as the personal data download package is not shared in the Privacy Center itself. However, this vulnerability allows an attacker to (i) submit a verified data erasure request, resulting in deletion of data for the targeted user and (ii) submit a verified consent request, modifying a user's privacy preferences.\n\n### Patches\nThe vulnerability has been patched in Fides version `2.24.0`. Users are advised to upgrade to this version or later to secure their systems against this threat.\n\n### Workarounds\nNone\n\n### References\n* https://peps.python.org/pep-0506/",
"severity" : [ {
"type" : "CVSS_V3",
"score" : "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:L/A:H"
} ],
"affected" : [ {
"package" : {
"ecosystem" : "PyPI",
"name" : "ethyca-fides"
},
"ranges" : [ {
"type" : "ECOSYSTEM",
"events" : [ {
"introduced" : "0"
}, {
"fixed" : "2.24.0"
} ]
} ]
} ],
"references" : [ {
"type" : "WEB",
"url" : "https://github.com/ethyca/fides/security/advisories/GHSA-82vr-5769-6358"
}, {
"type" : "ADVISORY",
"url" : "https://nvd.nist.gov/vuln/detail/CVE-2023-48224"
}, {
"type" : "WEB",
"url" : "https://github.com/ethyca/fides/commit/685bae61c203d29ed189f4b066a5223a9bb774c6"
}, {
"type" : "PACKAGE",
"url" : "https://github.com/ethyca/fides"
}, {
"type" : "WEB",
"url" : "https://peps.python.org/pep-0506"
} ],
"database_specific" : {
"cwe_ids" : [ "CWE-338" ],
"severity" : "HIGH",
"github_reviewed" : true,
"github_reviewed_at" : "2023-11-16T14:33:06Z",
"nvd_published_at" : "2023-11-15T21:15:08Z"
}
}