Low Cryptography exploit reference

CVE-2026-10783 — gradio-app gradio Audio Cache Key save_audio_to_cache weak hash

A security flaw has been discovered in gradio-app gradio 6.14.0. This affects the function save_audio_to_cache of the component Audio Cache Key Handler. Performing a manipulation results in use of weak hash. The attack must be initiated from a local position. The attack is considered to have high complexity. It is indicated that the exploitability is difficult. The exploit has been released to the public and may be used for attacks. The patch is named 13394. To fix this issue, it is recommended to deploy a patch.

Published Jun 3, 2026 · Updated Oct 13, 2026 · Sources: NIST National Vulnerability Database, CVE Program (cve.org) e CISA ADP · CNA: VulDB

Low

Who exploits it and how urgent it is

A 0–100 score combining confirmed exploitation, ransomware and APT use, public exploits, EPSS and severity.

No exploitation signal in the sources consulted so far.

How the score was calculated

EPSS 0.1% (30-day exploitation probability)+0
CISA SSVC: exploitation "poc"+5

The score orders the patch queue; it does not replace your asset context (internet exposure, criticality, compensating controls).

Triage

Is it exploited, how likely is exploitation, what does it touch, and how severe do the sources call it.

Exploitation

Not confirmed

Not in CISA KEV — an absence of record, not proof it is unexploited.

EPSS FIRST

0.11%

ahead of 1% of scored CVEs · Oct 14, 2026

Affects

Gradio Project

Gradio

CVSS base

2.5

Low · 2 source(s)

CISA SSVC assessment CISA

Three decision points CISA publishes for the CVEs it assesses (SSVC 2.0.3). A stakeholder decision, not a severity score.

Exploitation

Proof of concept

none · proof-of-concept · active

Automatable

can an attacker script the kill-chain steps

Technical impact

Partial

partial · total control of the vulnerable component

Remediation

Fixes and mitigations documented by the sources — linked to the original advisory.

Documented patch — github.com (NIST National Vulnerability Database)

First 24 hours

Ordered from the record’s own fields — exposure first, because you cannot patch what you have not found. A rule-generated starting point.

Identify exposed assets running the affected vendor/product/version combinations (Gradio Project Gradio, Gradio-app Gradio).
Apply the fixed version or the patch documented under Remediation.
Search available logs for exploit probes matching the vulnerability class (cryptography), errors and authentication anomalies.

Affected scope

Vendor, product and versions as the sources word them.

Vendor	Product	Versions	Status	Source
Gradio Project	Gradio	version 6.14.0	Vulnerable	NIST National Vulnerability Database
Gradio-app	Gradio	version 6.14.0	Vulnerable	CVE Program (cve.org) e CISA ADP

Attack characteristics

The CVSS vector, decoded. It describes the attack, not your exposure to it.

Attack vector

Local

Attack complexity

High

Privileges required

Low

User interaction

None

Scope

Unchanged

Confidentiality

Low

Integrity

None

Availability

None

Every base score collected

Sources score independently and may disagree; each row says who scored it and under which version.

Score	Version	Severity	Expl.	Impact	Scored by
2.0	CVSS 4.0	Low	—	—	VulDB via CVE Program (cve.org) e CISA ADP
1.1	CVSS 4.0	Low	—	—	cna@vuldb.com via NIST National Vulnerability Database
2.5	CVSS 3.1	Low	1.0	1.4	cna@vuldb.com via NIST National Vulnerability Database
2.5	CVSS 3.1	Low	—	—	VulDB via CVE Program (cve.org) e CISA ADP
2.5	CVSS 3.0	Low	—	—	VulDB via CVE Program (cve.org) e CISA ADP
1.0	CVSS 2.0	Low	1.5	2.9	cna@vuldb.com via NIST National Vulnerability Database
1.0	CVSS 2.0	Low	—	—	VulDB via CVE Program (cve.org) e CISA ADP

CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:L/I:N/A:N (score shown at the top: cna@vuldb.com)

Weakness MITRE

Weakness class according to MITRE’s CWE catalog.

CWE-327 · Use of a Broken or Risky Cryptographic Algorithm

Other CVEs with this weakness →

EPSS over time FIRST

Oct 13, 2026 → Oct 14, 2026 · 2 reading(s) · max 0.11%

Detection

Read off the CVSS vector and the weakness class. Starting points, not tested rules.

Local/physical vector: focus on endpoint telemetry (EDR) from affected hosts.
Check TLS negotiations and unexpected certificates in the component’s traffic.

endpoint telemetry (EDR)network IDS/IPS

Timeline

What happened to this CVE, newest first.

2026
Affected products added · gradio-app/gradio
Oct 13, 2026 · CVE Program (cve.org) e CISA ADP
SSVC assessment updated
Oct 13, 2026 · CVE Program (cve.org) e CISA ADP
Record published
Oct 13, 2026
Fix documented
Oct 13, 2026 · NIST National Vulnerability Database
CVSS changed · 2.5
Oct 13, 2026 · NIST National Vulnerability Database
Source status changed · → Analyzed
Oct 13, 2026 · NIST National Vulnerability Database
Record created in this database
Oct 13, 2026 · NIST National Vulnerability Database
CVE published
Jun 3, 2026 · VulDB

Source activity

Repeated readings are counted rather than listed.

1× Official description updated · Oct 13, 2026 – Oct 13, 2026

References

7 on the record

github.com/gradio-app/gradio/pull/13394
Issue Tracking, Patch, issue-tracking, patch, NIST National Vulnerability Database
vuldb.com/submit/831451
Third Party Advisory, VDB Entry, third-party-advisory, NIST National Vulnerability Database
vuldb.com/vuln/368140
Third Party Advisory, VDB Entry, vdb-entry, technical-description, NIST National Vulnerability Database
vuldb.com/cve/CVE-2026-10783
Third Party Advisory, VDB Entry, third-party-advisory, NIST National Vulnerability Database
github.com/gradio-app/gradio/
Product, product, NIST National Vulnerability Database
vuldb.com/vuln/368140/cti
Permissions Required, VDB Entry, signature, permissions-required, NIST National Vulnerability Database
github.com/gradio-app/gradio/issues/13395
Exploit, Issue Tracking, exploit, issue-tracking, NIST National Vulnerability Database

Elsewhere on this site

Gradio Project
every CVE for this vendor

Cryptography
same class

CWE-327
other pages naming this weakness

Related CVEs (same products)

High CVE-2026-59806 Gradio < 6.20.0 - Open Redirect and SSRF via /gradio_api/file= endpoint Jul 8, 2026
High CVE-2026-49119 Gradio < 6.16.0 Path Traversal via FileExplorer.preprocess() Jul 1, 2026
Medium CVE-2026-48545 Gradio < 6.15.0 Cookie Injection via Shared Proxy Client May 27, 2026
High CVE-2026-28414 Gradio has Absolute Path Traversal on Windows with Python 3.13+ Feb 27, 2026
Medium CVE-2026-28415 Gradio has Open Redirect in OAuth Flow Feb 27, 2026
High CVE-2026-28416 Gradio has SSRF via Malicious `proxy_url` Injection in `gr.load()` Config Processing Feb 27, 2026

Not in any source we poll

Listed rather than left blank: an empty field and an unmeasured one look identical on screen, and only one is a reason to look elsewhere.

No confirmed IOCs, IP addresses, domains, file hashes, or malware artifacts supplied.
No organization-specific asset inventory, compensating-control status, or patch deployment evidence supplied.
No exploit packet captures, log samples, or incident case IDs supplied.

Answered from this record

Text assembled only from the fields above — no additional claims.

What should defenders know first?

CVE-2026-10783 is "gradio-app gradio Audio Cache Key save_audio_to_cache weak hash", rated Low. It affects Gradio (Gradio Project); versions are in the scope table. It is not in CISA KEV, which does not rule out exploitation. CVSS 2.5 describes technical severity. EPSS 0.11% estimates the probability of exploitation in 30 days; neither replaces your asset context. First verify whether exposed or business-critical assets run the affected versions, apply vendor fixes or mitigations, and preserve logs for review.

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