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

fickling: security flaw enables exploitation

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

mlflow: security flaw enables exploitation

CVE-2026-2635
9.8
EPSS 1.1%
Model PoisoningCode ExecutionAuth BypassFrameworkRAGModel
mlflowPatch: 3.8.0rc0CWE-139369510 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
MEDIUMEXPLOIT AVAIL

ray: Missing Auth allows unauthenticated access

CVE-2026-27482
5.9
EPSS 0.3%
Auth BypassDoSFrameworkInference
rayPatch: 2.54.0CWE-3066424 ATLAS
LOW

fickling: Allowlist Bypass evades input filtering

GHSA-83pf-v6qq-pwmr
--
Supply ChainCode ExecutionData ExtractionFrameworkModelTraining Data
ficklingPatch: 0.1.8CWE-184626 ATLAS
CRITICAL

semantic-kernel: Code Injection enables RCE

CVE-2026-26030
10.0
EPSS 3.9%
Code ExecutionSupply ChainAuth BypassFrameworkAgentRAG
semantic-kernelPatch: 1.39.4CWE-94245 ATLAS
HIGH

picklescan: Allowlist Bypass evades input filtering

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

semantic-kernel: Path Traversal enables file access

CVE-2026-25592
9.9
EPSS 2.5%
Code ExecutionSupply ChainData ExtractionFrameworkAgentPlugin
semantic-kernelPatch: 1.39.3CWE-22246 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
MEDIUM

pydantic-ai: Path Traversal enables file access

CVE-2026-25640
5.4
EPSS 0.4%
Code ExecutionData ExtractionFrameworkAgent
pydantic-ai-slimPatch: 1.51.0CWE-225125 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
MEDIUM

sagemaker: security flaw enables exploitation

CVE-2026-1778
5.9
EPSS 0.3%
Supply ChainCode ExecutionInferenceFramework
sagemakerPatch: 3.1.1CWE-295505 ATLAS
MEDIUM

picklescan: Deserialization enables RCE

GHSA-m7j5-r2p5-c39r
--
Supply ChainDoSCode ExecutionFrameworkModelTraining Data
picklescanPatch: 1.0.1CWE-50234 ATLAS
HIGH

picklescan: Deserialization enables RCE

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

langroid: Code Injection enables RCE

CVE-2026-25481
--
EPSS 0.7%
Code ExecutionPrompt InjectionAuth BypassAgentFrameworkPlugin
langroidPatch: 0.59.32CWE-9446 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
MEDIUMEXPLOIT AVAIL

llama-index-core: DoS causes service disruption

CVE-2025-6208
5.3
EPSS 0.4%
DoSFrameworkRAG
llama-index-corePatch: 0.12.41CWE-4001.3K4 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

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.

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