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 1961 results — Active exploitation
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
CRITICALEXPLOIT AVAIL

vllm: SSRF allows internal network access

CVE-2026-25960
9.8
EPSS 0.6%
Data ExtractionData LeakageCode ExecutionInferenceRAGAgent
vllmCWE-918947 ATLAS
CRITICALEXPLOIT AVAILSCANNER

Flowise: auth bypass exposes NVIDIA NIM container endpoints

CVE-2026-30824
9.8
EPSS 37.3%
Auth BypassCode ExecutionAgentInferenceFramework
flowiseCWE-3065 ATLAS
UNKNOWNEXPLOIT AVAIL

Flowise: IDOR enables account takeover and SSO bypass

CVE-2026-30823
--
EPSS 0.5%
Auth BypassData ExtractionAgentFramework
flowiseCWE-6395 ATLAS
UNKNOWNEXPLOIT AVAIL

Flowise: mass assignment allows unauthenticated DB injection

CVE-2026-30822
--
EPSS 15.0%
Auth BypassData ExtractionCode ExecutionAgentFramework
flowiseCWE-9153 ATLAS
CRITICALEXPLOIT AVAIL

flowise: Arbitrary File Upload enables RCE

CVE-2026-30821
9.8
EPSS 16.7%
Code ExecutionFrameworkRAGPlugin
flowiseCWE-4348 ATLAS2 incidents
HIGHEXPLOIT AVAIL

Flowise: header spoof auth bypass exposes admin API & creds

CVE-2026-30820
8.8
EPSS 0.5%
Auth BypassData ExtractionCode ExecutionAgentFrameworkAPI
flowiseCWE-8635 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

NLTK: path traversal exposes sensitive server files

CVE-2026-0847
8.6
EPSS 1.0%
Data ExtractionCode ExecutionSupply ChainFramework
CWE-225 ATLAS
HIGHEXPLOIT AVAIL

bentoml: security flaw enables exploitation

CVE-2026-27905
7.8
EPSS 0.3%
Code ExecutionFrameworkAgentModel
bentomlCWE-59236 ATLAS
HIGHEXPLOIT AVAIL

gradio: SSRF allows internal network access

CVE-2026-28416
8.6
EPSS 7.3%
Data ExtractionCode ExecutionFrameworkModelTraining Data
gradioCWE-9187359 ATLAS
HIGHEXPLOIT AVAILSCANNER

gradio: security flaw enables exploitation

CVE-2026-28414
7.5
EPSS 3.1%
Code ExecutionData ExtractionFrameworkAPIModel
gradioCWE-367359 ATLAS
MEDIUMEXPLOIT AVAIL

gradio: Weak Credentials allow account compromise

CVE-2026-27167
5.9
EPSS 0.5%
Supply ChainModel PoisoningCode ExecutionFrameworkAgentAPI
gradioCWE-5227358 ATLAS
CRITICALEXPLOIT AVAIL

langflow: Code Injection enables RCE

CVE-2026-27966
9.8
EPSS 35.2%
Prompt InjectionCode ExecutionFrameworkRAGAgent
langflowCWE-9412 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

sillytavern: SSRF allows internal network access

CVE-2026-26286
8.5
EPSS 0.3%
Data ExtractionCode ExecutionSocial EngineeringFrameworkRAGAgent
CWE-9189 ATLAS
LOWEXPLOIT AVAIL

OpenClaw: indirect prompt injection via Slack metadata

CVE-2026-24764
3.7
EPSS 0.2%
Prompt InjectionData ExtractionAgentPlugin
openclawCWE-7433 ATLAS1 incident
CRITICALEXPLOIT AVAIL

smolagents: SSRF allows internal network access

CVE-2026-2654
9.8
EPSS 0.4%
Code ExecutionData ExtractionAuth BypassAgentFrameworkPlugin
smolagentsCWE-9181116 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