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 1908 results — High severity
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

langsmith: security flaw enables exploitation

CVE-2026-25750
8.1
EPSS 0.3%
Prompt InjectionData LeakageCode ExecutionFrameworkAgentAPI
langsmithCWE-743.2K9 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
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
HIGH

n8n: Code Injection enables RCE

CVE-2026-27498
8.8
EPSS 0.8%
Model PoisoningCode ExecutionAgentRAGAPI
n8nCWE-941610 ATLAS
HIGH

n8n: SQL Injection exposes database

CVE-2026-27497
8.8
EPSS 0.9%
Model PoisoningCode ExecutionAgentRAGAPI
n8nCWE-89169 ATLAS
HIGH

LangChain: SSRF allows internal network access

CVE-2026-27795
7.4
EPSS 0.2%
Data ExtractionCode ExecutionDoSFrameworkRAGAgent
CWE-9187 ATLAS
HIGH

fickling: security flaw enables exploitation

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

TensorFlow: security flaw enables exploitation

CVE-2026-2492
7.8
EPSS 0.3%
Code ExecutionAuth BypassFrameworkRAGPlugin
CWE-4275 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

OpenClaw: prompt injection via unsanitized workspace path

CVE-2026-27001
7.8
EPSS 0.2%
Prompt InjectionData ExtractionCode ExecutionAgent
openclawCWE-7735 ATLAS1 incident
HIGH

OpenClaw: path traversal enables local file exfiltration

CVE-2026-26321
7.5
EPSS 0.5%
Data ExtractionPrompt InjectionPrivacy ViolationAgentPlugin
openclawCWE-2235 ATLAS1 incident
HIGHEXPLOIT AVAIL

sillytavern: SSRF allows internal network access

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

picklescan: Allowlist Bypass evades input filtering

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