Machine-written summary
Summary written by Claude Haiku from the source advisory. Not reviewed by a person.
Flask-AppBuilder versions before 3.4.4 are vulnerable. An unauthenticated attacker can exploit a timing difference in the database login process to determine which user accounts exist, by measuring server response times during login. Upgrade to Flask-AppBuilder 3.4.4.
Not analysed yet
We haven’t published our analysis of this Advisory yet. Once a person has reviewed it, this page will say what’s vulnerable, what has to be true for your app to be affected, and how to check.
Severity and exploitation
| Score | Rating | CVSS | Vector | Source |
|---|---|---|---|---|
| 5.3 | Medium | 3.1 | CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:N/A:N | CNA (GitHub_M) |
- CISA KEV Not listed.
- EPSS 0.0095, the 61st percentile, on 9 Nov 2026: FIRST’s estimate of the chance of exploitation in the next 30 days.
Timeline
- 31 Oct 2026, 14:37 UTC First seen by agentprime
- 31 Oct 2026, 14:37 UTC Confirmed by OSV
Sources
- GitHub Advisory Database: GHSA-wfjw-w6pv-8p7f
- OSV: GHSA-wfjw-w6pv-8p7f
- github.com/dpgaspar/Flask-AppBuilder/security/advisories/GHSA-wfjw-w6pv-8p7f
- nvd.nist.gov/vuln/detail/CVE-2022-21659
- github.com/dpgaspar/Flask-AppBuilder/pull/1775
- github.com/dpgaspar/Flask-AppBuilder/commit/e2b744c258ff62ece9d5ac7172c3b4644ff4c2fe
- github.com/dpgaspar/Flask-AppBuilder
- github.com/dpgaspar/Flask-AppBuilder/commits/v3.4.4
- github.com/pypa/advisory-database/tree/main/vulns/flask-appbuilder/PYSEC-2022-24.yaml