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 615 results — Active exploitation, has patch
HIGHEXPLOIT AVAIL

Open WebUI: BOLA enables RAG poisoning via file overwrite

CVE-2026-28788
7.1
EPSS 3.0%
Auth BypassModel PoisoningPrompt InjectionRAGAPIFramework
open-webuiPatch: 0.8.6CWE-63927 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: path traversal leaks server filesystem path

CVE-2026-28786
4.3
EPSS 0.6%
Data ExtractionData LeakageFrameworkAPI
open-webuiPatch: 0.8.6CWE-2224 ATLAS
HIGHEXPLOIT AVAIL

BentoML: command injection in bentofile.yaml containerize

CVE-2026-33744
7.8
EPSS 0.3%
Code ExecutionSupply ChainFramework
bentomlPatch: 1.4.37CWE-94235 ATLAS
HIGHEXPLOIT AVAILSCANNER

langflow: Path Traversal enables file access

CVE-2026-33497
7.5
EPSS 19.6%
Data ExtractionAuth BypassFrameworkAgent
langflowPatch: 1.7.1CWE-225 ATLAS
HIGHEXPLOIT AVAIL

langflow: Access Control bypass enables privilege escalation

CVE-2026-33484
7.5
EPSS 5.9%
Auth BypassData ExtractionPrivacy ViolationFrameworkAPI
langflowPatch: 1.9.0CWE-2845 ATLAS
CRITICALEXPLOIT AVAIL

langflow: Path Traversal enables file access

CVE-2026-33309
9.9
EPSS 13.5%
Code ExecutionAuth BypassSupply ChainFrameworkAgentPlugin
langflowPatch: 1.9.0CWE-228 ATLAS
CRITICALKEVSCANNER

langflow: Code Injection enables RCE

CVE-2026-33017
9.8
EPSS 96.2%
Model PoisoningCode ExecutionFrameworkAgentAPI
langflowPatch: 1.9.0CWE-956 ATLAS
CRITICALEXPLOIT AVAIL

mlflow: Path Traversal enables file access

CVE-2025-15031
9.1
EPSS 0.8%
Supply ChainModel PoisoningCode ExecutionFrameworkModelTraining Data
mlflowPatch: 3.9.0rc0CWE-226956 ATLAS
HIGHEXPLOIT AVAIL

Ray Dashboard: unauthenticated path traversal file read

CVE-2026-32981
7.5
EPSS 1.0%
Data ExtractionAuth BypassFrameworkInference
rayPatch: 2.8.1CWE-226424 ATLAS
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
CRITICALEXPLOIT AVAIL

mcp-atlassian: Path Traversal enables file access

CVE-2026-27825
9.1
EPSS 12.3%
Code ExecutionPrompt InjectionSupply ChainAgentPluginFramework
mcp-atlassianPatch: 0.17.0CWE-2226 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
HIGHEXPLOIT AVAIL

xgrammar: security flaw enables exploitation

CVE-2026-25048
7.5
EPSS 1.3%
DoSInferenceFramework
xgrammarPatch: 0.1.32CWE-6741324 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
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
CRITICALEXPLOIT AVAIL

langroid: Code Injection enables RCE

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

lollms: Access Control bypass enables privilege escalation

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