AI Threat Alert

AI Security Threat Feed

Latest CVEs affecting AI/ML systems — LLM frameworks, ML libraries, AI agents, vector databases, and inference servers. Vulnerabilities are tracked from NVD, GitHub Advisory, CISA KEV, MITRE ATLAS, and enriched with CVSS, EPSS, exploitation confidence, AI-component classification, and compliance mappings to ISO 42001, EU AI Act, NIST AI RMF, and OWASP LLM Top 10. Updated continuously as new CVEs are published.

Sources
Each CVE is enriched with
  • CVSS severity
  • EPSS exploit probability
  • Exploitation confidence
  • AI-component classification
  • Compliance mappings
4,307

AI/ML CVEs Tracked

533

Critical

96

New This Week

25

In CISA KEV

Sort:DateCVSSEPSSKEV firstMost exploited
Filter:AllCriticalHighMediumKEV onlyActive exploitationHas patchNo patch

Latest AI Security Threats

Showing 20 of 1961 results — Active exploitation
MEDIUMEXPLOIT AVAIL

Ech0: scope bypass exposes comment admin endpoints

CVE-2026-79672
5.5
EPSS 0.3%
Auth BypassFramework
CWE-862
HIGHEXPLOIT AVAIL

Ech0: scoped admin token bypass exposes full DB export

CVE-2026-79667
7.6
EPSS 0.3%
Auth BypassData LeakagePrivacy ViolationFramework
1 ATLAS
HIGHEXPLOIT AVAIL

Label Studio: IDOR exposes cross-org annotations

CVE-2026-76073
8.8
EPSS 0.5%
Auth BypassData LeakageModel PoisoningTraining DataAPI
label-studio24 ATLAS
HIGHEXPLOIT AVAIL

Xinference: RCE via forced trust_remote_code=True

CVE-2026-76841
8.8
EPSS 1.0%
Code ExecutionSupply ChainInferenceModelFramework
CWE-944 ATLAS
MEDIUMEXPLOIT AVAIL

BentoML: SSRF via unfiltered CGNAT range

CVE-2026-78205
5.8
EPSS 0.4%
Data LeakageAuth BypassInferenceFramework
bentomlCWE-918232 ATLAS
MEDIUMEXPLOIT AVAIL

FiboSearch: unauthenticated AJAX leaks password-protected products

CVE-2026-16612
5.3
EPSS 0.3%
Auth BypassData LeakagePrivacy ViolationPlugin
CRITICALEXPLOIT AVAIL

Xinference: eval() on LLM output enables RCE

CVE-2026-61539
10.0
EPSS 1.2%
Code ExecutionPrompt InjectionInferenceAPIAgent
xinferencePatch: 2.7.0CWE-951.8K5 ATLAS
HIGHEXPLOIT AVAIL

ONNX: TOCTOU symlink bug allows arbitrary file overwrite

CVE-2026-49114
7.1
EPSS 0.2%
Code ExecutionSupply ChainModelFramework
onnx1.1K3 ATLAS
HIGHEXPLOIT AVAIL

LangChain: SitemapLoader SSRF bypasses domain restriction

CVE-2026-72848
8.6
EPSS 0.6%
Data LeakageData ExtractionFrameworkRAG
langchain-communityCWE-9181.3K3 ATLAS
CRITICALEXPLOIT AVAIL

Qinglong panel: unauth admin credential reset bypass

CVE-2026-55445
--
EPSS 0.5%
Auth BypassCode ExecutionFramework
@whyour/qinglongPatch: 2.20.1CWE-2875143 ATLAS
CRITICALEXPLOIT AVAIL

LMDeploy: RCE via unauth pickle deserialization

CVE-2026-76850
9.8
EPSS 1.3%
Code ExecutionAuth BypassInferenceAPI
lmdeployCWE-50213 ATLAS
UNKNOWNEXPLOIT AVAIL

Grav API Plugin: authz bypass enables privilege escalation

CVE-2026-64852
--
EPSS 0.4%
Auth BypassPrivacy ViolationPluginAPI
CWE-862
CRITICALEXPLOIT AVAIL

Froxlor: API leaks password hashes & TOTP seeds

CVE-2026-62988
9.0
EPSS 0.6%
Data LeakageAuth BypassAPI
froxlor/froxlorPatch: 2.3.8CWE-200514
CRITICALEXPLOIT AVAIL

CodeWhale: git_show argument injection enables file write

CVE-2026-75913
9.3
EPSS 0.5%
Prompt InjectionCode ExecutionSupply ChainAgent
codewhalePatch: 0.8.64CWE-734 ATLAS
HIGHEXPLOIT AVAIL

CodeWhale: rlm_eval RCE bypasses approval policy

CVE-2026-75858
7.8
EPSS 0.4%
Prompt InjectionCode ExecutionAuth BypassAgentPlugin
codewhalePatch: 0.8.64CWE-945 ATLAS
MEDIUMEXPLOIT AVAIL

tract: malformed ONNX model triggers buffer flaw

CVE-2026-75093
4.3
EPSS 0.6%
Supply ChainDoSModelInference
CWE-1203 ATLAS
HIGHEXPLOIT AVAIL

MLflow: missing authz check leaks private artifacts

CVE-2026-69148
7.1
EPSS 0.4%
Auth BypassData LeakageModelAPI
mlflowPatch: 3.15.0CWE-8626953 ATLAS
MEDIUMEXPLOIT AVAIL

MLflow: missing authZ lets users forge dataset lineage

CVE-2026-69146
6.5
EPSS 0.4%
Auth BypassModel PoisoningFrameworkTraining DataAPI
mlflowPatch: 3.15.0CWE-8626952 ATLAS
CRITICALKEVSCANNER

MLflow: unauth SSRF via webhook hits cloud metadata

CVE-2026-64849
9.3
EPSS 10.0%
Data ExtractionAuth BypassData LeakageFrameworkAPI
mlflowPatch: 3.15.0CWE-9186952 ATLAS
HIGHEXPLOIT AVAIL

Evidently: unauth path traversal leaks any file

CVE-2026-75111
7.5
EPSS 0.6%
Data LeakagePrivacy ViolationTraining DataFramework
CWE-223 ATLAS

Frequently asked questions

What is an AI security threat feed?

An AI security threat feed is a continuously updated stream of vulnerabilities (CVEs) affecting AI and machine-learning systems — LLM frameworks, ML libraries, AI agents, vector databases, and inference servers — filtered out of the broader CVE firehose and enriched for relevance.

Which sources are the AI CVEs tracked from?

CVEs are tracked from NVD, GitHub Advisory, CISA KEV, and MITRE ATLAS, then enriched with CVSS, EPSS, exploitation confidence, AI-component classification, and compliance mappings.

What AI systems do these vulnerabilities affect?

Coverage spans LLM frameworks, ML libraries, AI agents, vector databases, and inference servers — the components most security teams now run in production.

How often is the AI threat feed updated?

The feed updates continuously as new CVEs are published and enriched, so the most recent AI/ML vulnerabilities appear at the top.

Is the AI security feed free?

Yes — the public feed is free to browse. A Pro subscription adds breaking alerts, MITRE ATLAS mappings, compliance reports (ISO 42001, EU AI Act), and full CISO analysis.

Need deeper analysis?

Get ATLAS technique mappings, compliance reports (ISO 42001, EU AI Act), breaking alerts, and full CISO analysis with a Pro subscription.

Start 14-Day Free Trial