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

95

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
HIGHEXPLOIT AVAIL

praisonai-platform: IDOR enables cross-workspace agent read/write/delete

CVE-2026-47419
8.3
EPSS 0.3%
Auth BypassData ExtractionData LeakageAgentAPI
praisonai-platformPatch: 0.1.4CWE-63915 ATLAS
MEDIUMEXPLOIT AVAIL

mcp-server-kubernetes: flag injection steals K8s tokens

CVE-2026-47250
6.1
EPSS 0.4%
Prompt InjectionAuth BypassData ExtractionAgentPlugin
mcp-server-kubernetesPatch: 3.7.0CWE-8816 ATLAS
MEDIUM

OpenMeter: SQL injection leaks all-tenant metering data

CVE-2026-8462
--
EPSS 0.5%
Data ExtractionPrivacy ViolationAPIFramework
github.com/openmeterio/openmeterPatch: 1.0.0-beta.228CWE-896.3K5 ATLAS
MEDIUMEXPLOIT AVAIL

Streamlit: weak hash enables cache integrity bypass

CVE-2026-10804
4.7
EPSS 0.1%
Supply ChainDoSFrameworkInference
streamlitPatch: 1.53.1CWE-3273.1K3 ATLAS
LOWEXPLOIT AVAIL

MLflow: weak dataset hash allows integrity bypass

CVE-2026-10803
3.6
EPSS 0.1%
Supply ChainModel PoisoningFrameworkTraining Data
mlflowPatch: 3.10.1CWE-3276953 ATLAS
LOWEXPLOIT AVAIL

Gradio: weak hash exposes audio cache to local users

CVE-2026-10783
2.5
EPSS 0.1%
Data ExtractionPrivacy ViolationFrameworkInference
gradioPatch: 6.15.1CWE-3277353 ATLAS
HIGH

Froxlor: 2FA bypass via API grants full account access

GHSA-f9rx-7wf7-jr36
8.1
Auth BypassData ExtractionPrivacy ViolationAPIFramework
froxlor/froxlorPatch: 2.3.7CWE-2875144 ATLAS
UNKNOWNEXPLOIT AVAIL

Enterprise Gateway: YAML injection → K8s cluster takeover

CVE-2026-44182
--
EPSS 0.6%
Code ExecutionAuth BypassFrameworkInference
jupyter_enterprise_gatewayPatch: 3.3.0CWE-741.9K4 ATLAS
UNKNOWNEXPLOIT AVAIL

Enterprise Gateway: SSTI allows full K8s cluster compromise

CVE-2026-44181
--
EPSS 0.8%
Code ExecutionData ExtractionAuth BypassFrameworkInference
jupyter_enterprise_gatewayPatch: 3.3.0CWE-13361.9K6 ATLAS
CRITICALEXPLOIT AVAIL

Jupyter Enterprise Gateway: root privilege bypass in Kubernetes

CVE-2026-44180
9.8
EPSS 0.7%
Auth BypassCode ExecutionFrameworkInference
jupyter_enterprise_gatewayPatch: 3.3.0CWE-201.9K4 ATLAS
HIGHEXPLOIT AVAIL

Froxlor: DNS zone injection via unsanitized TXT record

CVE-2026-41234
7.6
EPSS 0.3%
Data ExtractionSupply ChainAPIFramework
froxlor/froxlorPatch: 2.3.7CWE-745144 ATLAS
CRITICALEXPLOIT AVAIL

transformers: trust_remote_code bypass enables RCE via model load

CVE-2026-5241
9.6
EPSS 0.6%
Supply ChainCode ExecutionFrameworkModel
transformersPatch: 5.5.0CWE-8299.8K5 ATLAS
HIGHEXPLOIT AVAIL

MLflow: AI Gateway leaks cloud credentials via env injection

CVE-2026-4035
7.7
EPSS 0.5%
Data ExtractionAuth BypassCode ExecutionFrameworkAPIInference
mlflowPatch: 3.11.0CWE-2016955 ATLAS
CRITICAL

OpenMed: RCE via trust_remote_code model loading

CVE-2026-47117
9.8
EPSS 0.9%
Code ExecutionSupply ChainModelInferenceFramework
openmedPatch: 1.5.2CWE-949.8K6 ATLAS
MEDIUMEXPLOIT AVAIL

MLflow: auth bypass exposes gateway secrets and keys

CVE-2026-3198
6.5
EPSS 0.2%
Auth BypassData ExtractionFrameworkAPI
mlflowPatch: 3.11.0rc0CWE-2846955 ATLAS
HIGHEXPLOIT AVAIL

praisonai-platform: member can wipe entire workspace

CVE-2026-47412
8.1
EPSS 0.5%
Auth BypassAgentFramework
praisonai-platformPatch: 0.1.4CWE-26913 ATLAS
HIGHEXPLOIT AVAIL

praisonai-platform: IDOR exposes cross-workspace tenant data

CVE-2026-47415
8.3
EPSS 0.4%
Auth BypassData ExtractionPrivacy ViolationAgentFramework
praisonai-platformPatch: 0.1.4CWE-63915 ATLAS
CRITICALEXPLOIT AVAIL

praisonai-platform: member can escalate to workspace owner

CVE-2026-47413
9.6
EPSS 0.3%
Auth BypassData ExtractionAgentFramework
praisonai-platformPatch: 0.1.4CWE-26915 ATLAS
MEDIUMEXPLOIT AVAIL

PraisonAI: auth bypass allows workspace settings injection

CVE-2026-47411
6.5
EPSS 0.3%
Auth BypassData ExtractionAgentAPI
praisonai-platformPatch: 0.1.4CWE-26914 ATLAS
HIGHEXPLOIT AVAIL

praisonai-platform: IDOR enables cross-tenant comment exfil

CVE-2026-47417
8.1
EPSS 0.4%
Auth BypassData ExtractionSocial EngineeringAgentFramework
praisonai-platformPatch: 0.1.4CWE-63915 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.

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