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 616 results — High severity, has patch
HIGHEXPLOIT AVAIL

mlflow: Code Injection enables RCE

CVE-2025-14287
7.5
EPSS 1.5%
Supply ChainModel PoisoningCode ExecutionFrameworkModel
mlflowPatch: 3.8.0rc0CWE-946957 ATLAS
HIGHEXPLOIT AVAIL

Flowise: SSRF via HTTP Node exposes internal network

CVE-2026-31829
8.8
EPSS 2.7%
Data ExtractionAuth BypassAgentFramework
flowise-componentsPatch: 3.0.13CWE-9184 ATLAS
HIGHEXPLOIT AVAILSCANNER

mcp-atlassian: SSRF allows internal network access

CVE-2026-27826
8.2
EPSS 13.9%
Auth BypassPrompt InjectionData ExtractionAgentPluginAPI
mcp-atlassianPatch: 0.17.0CWE-91827 ATLAS
HIGH

sagemaker: Allowlist Bypass evades input filtering

GHSA-5r2p-pjr8-7fh7
--
Code ExecutionSupply ChainData ExtractionFrameworkAPI
sagemakerPatch: 3.4.0CWE-184503 ATLAS
HIGHEXPLOIT AVAIL

xgrammar: security flaw enables exploitation

CVE-2026-25048
7.5
EPSS 1.3%
DoSInferenceFramework
xgrammarPatch: 0.1.32CWE-6741324 ATLAS
HIGH

fickling: Allowlist Bypass evades input filtering

GHSA-5hwf-rc88-82xm
--
Supply ChainCode ExecutionFrameworkModel
ficklingPatch: 0.1.9CWE-184625 ATLAS
HIGH

fickling: Protection Bypass circumvents security controls

GHSA-wccx-j62j-r448
--
Code ExecutionSupply ChainAuth BypassFrameworkModelInference
ficklingPatch: 0.1.9CWE-693625 ATLAS
HIGH

fickling: security flaw enables exploitation

GHSA-mxhj-88fx-4pcv
--
Supply ChainCode ExecutionAuth BypassFrameworkModel
ficklingPatch: 0.1.8CWE-436626 ATLAS
HIGH

mlflow: Path Traversal enables file access

CVE-2026-2033
8.1
EPSS 1.8%
Data ExtractionModel PoisoningCode ExecutionFrameworkRAGModel
mlflowPatch: 3.8.0rc0CWE-2269511 ATLAS
HIGHEXPLOIT AVAIL

google-cloud-aiplatform: XSS enables session hijacking

CVE-2026-2472
8.1
EPSS 0.6%
Code ExecutionData ExtractionSupply ChainFrameworkAPI
google-cloud-aiplatformPatch: 1.131.0CWE-793308 ATLAS
HIGH

picklescan: Allowlist Bypass evades input filtering

GHSA-97f8-7cmv-76j2
--
Code ExecutionSupply ChainModelFramework
picklescanPatch: 1.0.3CWE-18437 ATLAS
HIGHEXPLOIT AVAIL

pydantic-ai: SSRF allows internal network access

CVE-2026-25580
8.6
EPSS 0.6%
Data ExtractionAuth BypassFrameworkAgentAPI
pydantic-ai-slimPatch: 1.56.0CWE-9185126 ATLAS
HIGH

sagemaker: security flaw enables exploitation

CVE-2026-1777
7.2
EPSS 0.5%
Code ExecutionData ExtractionSupply ChainFrameworkTraining Data
sagemakerPatch: 3.2.0CWE-201508 ATLAS
HIGH

picklescan: Deserialization enables RCE

GHSA-9m3x-qqw2-h32h
--
Supply ChainCode ExecutionModelFramework
picklescanPatch: 1.0.1CWE-50236 ATLAS
HIGHEXPLOIT AVAIL

lollms: Access Control bypass enables privilege escalation

CVE-2026-1117
8.2
EPSS 0.6%
Auth BypassDoSAPIInferenceFramework
lollmsPatch: 2.1.0CWE-2844 ATLAS
HIGHEXPLOIT AVAIL

text-generation: DoS causes service disruption

CVE-2026-0599
7.5
EPSS 29.5%
DoSInferenceFrameworkAPI
text-generationPatch: 3.3.7CWE-4005 ATLAS
HIGHEXPLOIT AVAIL

mlflow: security flaw enables exploitation

CVE-2025-10279
7.0
EPSS 0.2%
Code ExecutionSupply ChainFrameworkTraining Data
mlflowPatch: 3.4.0rc0CWE-3796954 ATLAS
HIGHEXPLOIT AVAIL

pytorch: Code Injection enables RCE

CVE-2026-24747
8.8
EPSS 0.8%
Code ExecutionSupply ChainFrameworkModel
torchPatch: 2.10.0CWE-9426.1K6 ATLAS
HIGHEXPLOIT AVAIL

chainlit: SSRF allows internal network access

CVE-2026-22219
7.7
EPSS 5.2%
Data ExtractionPrivacy ViolationFrameworkAPI
chainlitPatch: 2.9.4CWE-918415 ATLAS
HIGH

keras: Resource Exhaustion enables DoS

CVE-2026-0897
7.6
EPSS 0.3%
DoSSupply ChainFrameworkModel
kerasPatch: 3.12.1CWE-7704.1K4 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?

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