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 1431 results — has patch
HIGH

GeoLens: IDOR leaks private datasets via AI metadata API

CVE-2026-55178
7.5
EPSS 0.6%
Auth BypassData LeakagePrivacy ViolationAPIRAG
geolensPatch: 1.2.3CWE-2002.8K3 ATLAS
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
HIGH

Kestra: stored XSS via crafted [[link]] flow description

CVE-2026-55839
8.7
EPSS 0.4%
Code ExecutionData LeakageFramework
io.kestra:kestraPatch: 1.3.24CWE-795142 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
MEDIUM

go-pkcs12: PBMAC1 flaw lets wrong-password files decode

GHSA-mpwr-8vm7-h73f
--
Auth BypassInference
software.sslmate.com/src/go-pkcs12Patch: 0.7.2CWE-206.3K
HIGH

atomic-agents: unpriced models silently bypass cost cap

GHSA-j659-8xh6-5pq5
--
DoSAgentFramework
atomic-agents-stackPatch: 1.1.0CWE-770942 ATLAS
MEDIUMEXPLOIT AVAIL

vLLM: SSRF/LFI bypass in MiMo-V2 multimodal input

CVE-2026-73560
6.5
EPSS 0.4%
Data ExtractionAuth BypassInferenceModel
vllmPatch: 0.26.0CWE-918943 ATLAS
MEDIUM

vLLM: unbounded /derender inputs cause resource DoS

CVE-2026-71486
4.3
EPSS 0.4%
DoSInferenceAPI
vllmPatch: 0.26.0CWE-400943 ATLAS
CRITICALEXPLOIT AVAIL

SiYuan: SQL injection enables cross-notebook DB access

CVE-2026-72811
10.0
EPSS 0.4%
Code ExecutionData ExtractionPrivacy ViolationRAGPlugin
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260723004839-1a5b3431d5abCWE-893.0K3 ATLAS
MEDIUM

vLLM: unbounded prompt batch triggers single-request DoS

CVE-2026-73559
6.5
EPSS 0.6%
DoSInferenceAPI
vllmPatch: 0.26.0CWE-400944 ATLAS
MEDIUMEXPLOIT AVAIL

vLLM: integer overflow leaks other users' output

CVE-2026-73558
5.3
EPSS 0.4%
Data LeakagePrivacy ViolationInference
vllmPatch: 0.27.0CWE-190943 ATLAS
MEDIUM

vLLM: race condition bypasses prompt-embeds tensor guard

CVE-2026-73557
--
EPSS 0.2%
DoSCode ExecutionInferenceAPI
vllmPatch: 0.26.0CWE-362943 ATLAS
MEDIUMEXPLOIT AVAIL

vLLM: ReDoS in structured output stalls engine

CVE-2026-73556
5.3
EPSS 0.5%
DoSInference
vllmPatch: 0.26.0CWE-400943 ATLAS
MEDIUM

vLLM: verbose errors leak host paths & usernames

CVE-2026-73555
5.3
EPSS 0.4%
Data LeakagePrivacy ViolationInferenceAPI
vllmPatch: 0.26.0CWE-209943 ATLAS
MEDIUM

hashi-vault-js: Vault tokens leaked via thrown errors

CVE-2026-55102
--
EPSS 0.2%
Data LeakageAuth BypassPluginAPI
hashi-vault-jsPatch: 0.5.2CWE-2091 ATLAS
MEDIUMEXPLOIT AVAIL

SiYuan: authZ gap leaks private PDF annotations

CVE-2026-72808
5.8
EPSS 0.4%
Auth BypassData LeakagePrivacy ViolationFramework
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260723031702-509b35055940CWE-8623.0K2 ATLAS
HIGHEXPLOIT AVAIL

SiYuan: second-order SQLi via malicious template packages

CVE-2026-72807
8.0
EPSS 0.3%
Supply ChainData LeakageCode ExecutionRAGPlugin
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260723035036-0a176345e02aCWE-893.0K3 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