Security Deep Dive
streamlit
Security posture and CVE patch evidence from tracked releases.
1 actively-exploited dependency CVE affects 1.58.0.
KEV-listed CVEs are confirmed exploited in the wild — patch urgently.
Versions by Severity
CVEs are attributed to tracked releases published before the patch release.
| Version | Published | C | H | M | L | KEV | Notes |
|---|---|---|---|---|---|---|---|
| 1.58.0 | 2026-05-28 | — | — | — | — | — |
Latest
Patches
CVE-2023-4863
|
| 1.57.0 | 2026-04-28 | — | 1 | — | — | KEV 1 |
—
|
| 1.56.0 | 2026-03-31 | — | 1 | — | — | KEV 1 |
—
|
| 1.55.0 | 2026-03-03 | — | 1 | — | — | KEV 1 |
—
|
| 1.54.0 | 2026-02-04 | — | 1 | — | — | KEV 1 |
—
|
| 1.53.1 | 2026-01-22 | — | 1 | — | — | KEV 1 |
—
|
| 1.53.0 | 2026-01-14 | — | 1 | — | — | KEV 1 |
—
|
— Signed
— SLSA
— SBOM
✓ Security policy
Monthly cadence · 27d median
Active maintainer
Trust Signals — 3 of 9 Present
Evidence already collected from releases and repository metadata.
3/9
Present
Signed releases
Unknown
Latest release artifact signature
Latest release
—
SLSA provenance
Unknown
Attestation predicate level
Latest release
—
SBOM published
Unknown
GitHub SBOM API
Latest release
—
SECURITY.md
Present
GitHub repository metadata
Repository policy
Checked: 23d ago
Release cadence: monthly
Present
27d median over recent releases
Release history
Latest release: 6d ago
Maintainer active
Present
Recent commit activity
Repository
Last commit: 1d ago
Checksums (SHA256SUMS)
Not active yet
SHA256SUMS or equivalent
Release asset
Latest release: 6d ago
GitHub Actions attestation
Not active yet
actions/attest-build-provenance
Workflow file
Latest release: 6d ago
Signing assets
Not active yet
.sig, .crt, cosign.pub, or similar
Release asset
Latest release: 6d ago
1.4/10
Security Score
7.2/10
Scorecard
Dependency Exposure
182 transitive dependency
CVEs found in the latest SBOM.
31 critical.
Security Score
A composite score aggregating Scorecard performance, CVE patch history, OpenSSF badge tier, and dependency vulnerability exposure. Score ≥ 7.0 is healthy; < 4.0 warrants attention.
epss
0.00 / 0.5
Max EPSS 0.933
freshness
1.00 / 1.0
Up to date
scorecard
2.88 / 4.0
Score 7.2/10
cve health
0.00 / 2.5
⚠ No direct scan — 31c/94h transitive CVEs
patch speed
0.50 / 0.5
⚠ Estimated — no CVE patch history
kev exposure
-1.50 / 1.5
KEV exposure detected
supply chain risk
-1.50 / 10.0
Risk 100.0/100
Score breakdown
schema v2Vulnerability posture
vulnerability posture
0.0
25%
direct cves: clear
cve scan: estimated
Release responsiveness
release responsiveness
10.0
5%
patch speed days: no_history
Dependency exposure
dependency exposure
0.0
10%
supply chain risk: 100.0
transitive cves: 31c/94h
Provenance trust
provenance trust
7.2
40%
scorecard score: 7.2
openssf badge: none
Maintainer health
maintainer health
10.0
10%
activity freshness: 0d
Operational risk
operational risk
0.0
10%
kev exposure: detected
epss max: 0.933
How is this calculated?
The six dimensions group the legacy score signals into weighted categories: direct vulnerability status, patch responsiveness, dependency exposure, provenance checks, maintainer activity, and exploitability risk. The flat component values above remain available for compatibility.
Supply Chain Risk
Risk 100.0/100
31
Transitive critical CVEs
1
KEV-transitive CVEs
60%
Dependency freshness
Scorecard
Scorecard 7.2/10OpenSSF Scorecard evaluates supply-chain security practices automatically. Score ≥ 6 is passing; ≥ 8 is excellent.
| Check | Score | Reason |
|---|---|---|
| Code-Review | 10 | all changesets reviewed |
| Maintained | 10 | 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10 |
| CII-Best-Practices | 0 | no effort to earn an OpenSSF best practices badge detected |
| Security-Policy | 10 | security policy file detected |
| Dangerous-Workflow | 10 | no dangerous workflow patterns detected |
| License | 10 | license file detected |
| Token-Permissions | 0 | detected GitHub workflow tokens with excessive permissions |
| Binary-Artifacts | 10 | no binaries found in the repo |
| Branch-Protection | 8 | branch protection is not maximal on development and all release branches |
| Signed-Releases | -1 | no releases found |
| Fuzzing | 0 | project is not fuzzed |
| Pinned-Dependencies | 1 | dependency not pinned by hash detected -- score normalized to 1 |
| Packaging | 10 | packaging workflow detected |
| SAST | 9 | SAST tool detected but not run on all commits |
OpenSSF Badge
OpenSSF none
Badge indicates adherence to open-source best practices.
CVE Patch History
Tracks CVEs that were addressed in tagged releases. Shorter gap between disclosure and patch = faster response. EPSS = predicted probability of exploitation in next 30 days (FIRST.org); colored at ≥90%ile and ≥50%ile.
CVEs Patched by Year
Critical
High
Medium
Low
2026
1
| CVE | Severity | EPSS | Disclosed | Fixed in | Days to fix | vs Ecosystem Median | KEV |
|---|---|---|---|---|---|---|---|
| CVE-2023-4863 | HIGH | 99%ile | — | 1.58.0 | — | — | KEV |
KEV = CISA Known Exploited Vulnerabilities catalog — actively exploited in the wild.
Dependency Vulnerabilities
2266 dependencies scanned
View full dependency list →
Scanning the SBOM (Software Bill of Materials) of the latest release for known vulnerabilities in transitive dependencies.
Critical
31
High
94
Medium
44
Low
5
Unknown
8
1 dependency vulnerabilities are in KEV.
CISA confirmed these vulnerabilities are actively exploited. Treat as critical priority.
Critical
31
High
94
Medium
44
Low
5
Unknown
8
| CVE | Severity | KEV | Dependency | Affected version | Cleared in release |
|---|---|---|---|---|---|
| CVE-2012-0805 | critical | — | sqlalchemy | — | 1.58.0 |
| CVE-2014-3007 | critical | — | pillow | — | 1.58.0 |
| CVE-2016-4009 | critical | — | pillow | — | 1.58.0 |
| CVE-2019-6446 | critical | — | numpy | — | 1.58.0 |
| CVE-2019-7164 | critical | — | sqlalchemy | — | 1.58.0 |
| CVE-2019-7548 | critical | — | sqlalchemy | — | 1.58.0 |
| CVE-2020-11538 | critical | — | pillow | — | 1.58.0 |
| CVE-2020-5310 | critical | — | pillow | — | 1.58.0 |
| CVE-2020-5311 | critical | — | pillow | — | 1.58.0 |
| CVE-2020-5312 | critical | — | pillow | — | 1.58.0 |
| CVE-2021-25289 | critical | — | pillow | — | 1.58.0 |
| CVE-2021-34552 | critical | — | pillow | — | 1.58.0 |
| CVE-2021-41945 | critical | — | httpx | — | 1.58.0 |
| CVE-2022-22817 | critical | — | pillow | — | 1.58.0 |
| CVE-2022-24439 | critical | — | gitpython | — | 1.58.0 |
| CVE-2023-29374 | critical | — | langchain | — | 1.58.0 |
| CVE-2023-32785 | critical | — | langchain | — | 1.58.0 |
| CVE-2023-34540 | critical | — | langchain | — | 1.58.0 |
| CVE-2023-34541 | critical | — | langchain | — | 1.58.0 |
| CVE-2023-36095 | critical | — | langchain | — | 1.58.0 |
| CVE-2023-36188 | critical | — | langchain | — | 1.58.0 |
| CVE-2023-36258 | critical | — | langchain | — | 1.58.0 |
| CVE-2023-36281 | critical | — | langchain | — | 1.58.0 |
| CVE-2023-38860 | critical | — | langchain | — | 1.58.0 |
| CVE-2023-38896 | critical | — | langchain | — | 1.58.0 |
| CVE-2023-39631 | critical | — | langchain | — | 1.58.0 |
| CVE-2023-39659 | critical | — | langchain | — | 1.58.0 |
| CVE-2023-40267 | critical | — | gitpython | — | 1.58.0 |
| CVE-2023-47248 | critical | — | pyarrow | — | 1.58.0 |
| CVE-2023-50447 | critical | — | pillow | — | 1.58.0 |
| CVE-2026-27962 | critical | — | authlib | — | 1.58.0 |
| CVE-2013-1633 | high | — | setuptools | — | 1.58.0 |
| CVE-2013-4251 | high | — | scipy | — | 1.58.0 |
| CVE-2014-1858 | high | — | numpy | — | 1.58.0 |
| CVE-2014-1859 | high | — | numpy | — | 1.58.0 |
| CVE-2014-1932 | high | — | pillow | — | 1.58.0 |
| CVE-2014-3589 | high | — | pillow | — | 1.58.0 |
| CVE-2014-3598 | high | — | pillow | — | 1.58.0 |
| CVE-2014-9601 | high | — | pillow | — | 1.58.0 |
| CVE-2015-5237 | high | — | protobuf | — | 1.58.0 |
| CVE-2016-0775 | high | — | pillow | — | 1.58.0 |
| CVE-2016-2533 | high | — | pillow | — | 1.58.0 |
| CVE-2016-3076 | high | — | pillow | — | 1.58.0 |
| CVE-2016-9190 | high | — | pillow | — | 1.58.0 |
| CVE-2017-12852 | high | — | numpy | — | 1.58.0 |
| CVE-2018-1000518 | high | — | websockets | — | 1.58.0 |
| CVE-2018-18074 | high | — | requests | — | 1.58.0 |
| CVE-2019-12408 | high | — | pyarrow | — | 1.58.0 |
| CVE-2019-12410 | high | — | pyarrow | — | 1.58.0 |
| CVE-2019-16865 | high | — | pillow | — | 1.58.0 |
| CVE-2019-18874 | high | — | psutil | — | 1.58.0 |
| CVE-2019-19911 | high | — | pillow | — | 1.58.0 |
| CVE-2020-10177 | high | — | pillow | — | 1.58.0 |
| CVE-2020-10378 | high | — | pillow | — | 1.58.0 |
| CVE-2020-10379 | high | — | pillow | — | 1.58.0 |
| CVE-2020-10994 | high | — | pillow | — | 1.58.0 |
| CVE-2020-35653 | high | — | pillow | — | 1.58.0 |
| CVE-2020-35654 | high | — | pillow | — | 1.58.0 |
| CVE-2020-5313 | high | — | pillow | — | 1.58.0 |
| CVE-2020-7694 | high | — | uvicorn | — | 1.58.0 |
| CVE-2020-7695 | high | — | uvicorn | — | 1.58.0 |
| CVE-2021-23437 | high | — | pillow | — | 1.58.0 |
| CVE-2021-25287 | high | — | pillow | — | 1.58.0 |
| CVE-2021-25288 | high | — | pillow | — | 1.58.0 |
| CVE-2021-25290 | high | — | pillow | — | 1.58.0 |
| CVE-2021-25291 | high | — | pillow | — | 1.58.0 |
| CVE-2021-25293 | high | — | pillow | — | 1.58.0 |
| CVE-2021-27921 | high | — | pillow | — | 1.58.0 |
| CVE-2021-27922 | high | — | pillow | — | 1.58.0 |
| CVE-2021-27923 | high | — | pillow | — | 1.58.0 |
| CVE-2021-28675 | high | — | pillow | — | 1.58.0 |
| CVE-2021-28676 | high | — | pillow | — | 1.58.0 |
| CVE-2021-28677 | high | — | pillow | — | 1.58.0 |
| CVE-2021-33880 | high | — | websockets | — | 1.58.0 |
| CVE-2021-41495 | high | — | numpy | — | 1.58.0 |
| CVE-2022-1941 | high | — | protobuf | — | 1.58.0 |
| CVE-2022-24303 | high | — | pillow | — | 1.58.0 |
| CVE-2022-30595 | high | — | pillow | — | 1.58.0 |
| CVE-2022-40897 | high | — | setuptools | — | 1.58.0 |
| CVE-2022-45198 | high | — | pillow | — | 1.58.0 |
| CVE-2022-45199 | high | — | pillow | — | 1.58.0 |
| CVE-2023-30798 | high | — | starlette | — | 1.58.0 |
| CVE-2023-32786 | high | — | langchain | — | 1.58.0 |
| CVE-2023-34233 | high | — | snowflake-connector-python | — | 1.58.0 |
| CVE-2023-36189 | high | — | langchain | — | 1.58.0 |
| CVE-2023-40590 | high | — | gitpython | — | 1.58.0 |
| CVE-2023-44271 | high | — | pillow | — | 1.58.0 |
| CVE-2023-46229 | high | — | langchain | — | 1.58.0 |
| CVE-2023-4863 | high | KEV | pillow | — | — |
| CVE-2024-22190 | high | — | gitpython | — | 1.58.0 |
| CVE-2024-24762 | high | — | python-multipart | — | 1.58.0 |
| CVE-2024-27454 | high | — | orjson | — | 1.58.0 |
| CVE-2024-28219 | high | — | pillow | — | 1.58.0 |
| CVE-2024-37568 | high | — | authlib | — | 1.58.0 |
| CVE-2024-47874 | high | — | starlette | — | 1.58.0 |
| CVE-2024-53981 | high | — | python-multipart | — | 1.58.0 |
| CVE-2024-5998 | high | — | langchain-community | — | 1.58.0 |
| CVE-2024-6345 | high | — | setuptools | — | 1.58.0 |
| CVE-2025-24793 | high | — | snowflake-connector-python | — | 1.58.0 |
| CVE-2025-2828 | high | — | langchain-community | — | 1.58.0 |
| CVE-2025-4565 | high | — | protobuf | — | 1.58.0 |
| CVE-2025-47273 | high | — | setuptools | — | 1.58.0 |
| CVE-2025-48379 | high | — | pillow | — | 1.58.0 |
| CVE-2025-59420 | high | — | authlib | — | 1.58.0 |
| CVE-2025-61920 | high | — | authlib | — | 1.58.0 |
| CVE-2025-62727 | high | — | starlette | — | 1.58.0 |
| CVE-2025-64756 | high | — | glob | 10.4.5 | 1.58.0 |
| CVE-2025-67221 | high | — | orjson | — | 1.58.0 |
| CVE-2025-6984 | high | — | langchain-community | — | 1.58.0 |
| CVE-2026-0994 | high | — | protobuf | — | 1.58.0 |
| CVE-2026-24486 | high | — | python-multipart | — | 1.58.0 |
| CVE-2026-25990 | high | — | pillow | — | 1.58.0 |
| CVE-2026-28490 | high | — | authlib | — | 1.58.0 |
| CVE-2026-28498 | high | — | authlib | — | 1.58.0 |
| CVE-2026-28802 | high | — | authlib | — | 1.58.0 |
| CVE-2026-40192 | high | — | pillow | — | 1.58.0 |
| CVE-2026-42215 | high | — | gitpython | — | 1.58.0 |
| CVE-2026-42284 | high | — | gitpython | — | 1.58.0 |
| CVE-2026-42311 | high | — | pillow | — | 1.58.0 |
| CVE-2026-42561 | high | — | python-multipart | — | 1.58.0 |
| CVE-2026-44240 | high | — | basic-ftp | 5.3.0 | 1.58.0 |
| CVE-2026-44243 | high | — | gitpython | — | 1.58.0 |
| CVE-2026-44244 | high | — | gitpython | — | 1.58.0 |
| CVE-2026-44665 | high | — | fast-xml-builder | 1.1.5 | 1.58.0 |
| CVE-2026-4800 | high | — | lodash | 4.17.23 | 1.58.0 |
| CVE-2014-1829 | medium | — | requests | — | 1.58.0 |
| CVE-2014-1830 | medium | — | requests | — | 1.58.0 |
| CVE-2014-1933 | medium | — | pillow | — | 1.58.0 |
| CVE-2015-2296 | medium | — | requests | — | 1.58.0 |
| CVE-2016-0740 | medium | — | pillow | — | 1.58.0 |
| CVE-2016-9189 | medium | — | pillow | — | 1.58.0 |
| CVE-2020-35655 | medium | — | pillow | — | 1.58.0 |
| CVE-2021-25292 | medium | — | pillow | — | 1.58.0 |
| CVE-2021-28678 | medium | — | pillow | — | 1.58.0 |
| CVE-2021-29510 | medium | — | pydantic | — | 1.58.0 |
| CVE-2021-33430 | medium | — | numpy | — | 1.58.0 |
| CVE-2021-34141 | medium | — | numpy | — | 1.58.0 |
| CVE-2021-41496 | medium | — | numpy | — | 1.58.0 |
| CVE-2022-22815 | medium | — | pillow | — | 1.58.0 |
| CVE-2022-22816 | medium | — | pillow | — | 1.58.0 |
| CVE-2022-42965 | medium | — | snowflake-connector-python | — | 1.58.0 |
| CVE-2023-29159 | medium | — | starlette | — | 1.58.0 |
| CVE-2023-32681 | medium | — | requests | — | 1.58.0 |
| CVE-2023-41040 | medium | — | gitpython | — | 1.58.0 |
| CVE-2024-2965 | medium | — | langchain-community | — | 1.58.0 |
| CVE-2024-2965 | medium | — | langchain | — | 1.58.0 |
| CVE-2024-3095 | medium | — | langchain-community | — | 1.58.0 |
| CVE-2024-35195 | medium | — | requests | — | 1.58.0 |
| CVE-2024-3571 | medium | — | langchain | — | 1.58.0 |
| CVE-2024-3772 | medium | — | pydantic | — | 1.58.0 |
| CVE-2024-47081 | medium | — | requests | — | 1.58.0 |
| CVE-2024-49750 | medium | — | snowflake-connector-python | — | 1.58.0 |
| CVE-2025-24794 | medium | — | snowflake-connector-python | — | 1.58.0 |
| CVE-2025-24795 | medium | — | snowflake-connector-python | — | 1.58.0 |
| CVE-2025-54121 | medium | — | starlette | — | 1.58.0 |
| CVE-2025-62706 | medium | — | authlib | — | 1.58.0 |
| CVE-2025-68158 | medium | — | authlib | — | 1.58.0 |
| CVE-2025-71176 | medium | — | pytest | — | 1.58.0 |
| CVE-2026-25645 | medium | — | requests | — | 1.58.0 |
| CVE-2026-2950 | medium | — | lodash | 4.17.23 | 1.58.0 |
| CVE-2026-33532 | medium | — | yaml | 2.8.2 | 1.58.0 |
| CVE-2026-40347 | medium | — | python-multipart | — | 1.58.0 |
| CVE-2026-41425 | medium | — | authlib | — | 1.58.0 |
| CVE-2026-42308 | medium | — | pillow | — | 1.58.0 |
| CVE-2026-42309 | medium | — | pillow | — | 1.58.0 |
| CVE-2026-42310 | medium | — | pillow | — | 1.58.0 |
| CVE-2026-42338 | medium | — | ip-address | 9.0.5 | 1.58.0 |
| CVE-2026-44664 | medium | — | fast-xml-builder | 1.1.5 | 1.58.0 |
| GHSA-jgpv-4h4c-xhw3 | medium | — | pillow | — | 1.58.0 |
| CVE-2024-0243 | low | — | langchain | — | 1.58.0 |
| CVE-2024-28088 | low | — | langchain | — | 1.58.0 |
| CVE-2024-8309 | low | — | langchain-community | — | 1.58.0 |
| CVE-2024-8309 | low | — | langchain | — | 1.58.0 |
| GHSA-4fx9-vc88-q2xc | low | — | pillow | — | 1.58.0 |
| CVE-2020-13091 | unknown | — | pandas | — | 1.58.0 |
| CVE-2021-22570 | unknown | — | protobuf | — | 1.58.0 |
| CVE-2023-25399 | unknown | — | scipy | — | 1.58.0 |
| CVE-2023-29824 | unknown | — | scipy | — | 1.58.0 |
| CVE-2024-52338 | unknown | — | pyarrow | — | 1.58.0 |
| OSV-2022-1074 | unknown | — | pillow | — | 1.58.0 |
| OSV-2022-715 | unknown | — | pillow | — | 1.58.0 |
| PYSEC-2023-175 | unknown | — | pillow | — | 1.58.0 |
Showing 182 of 182