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 943 results — High severity, Active exploitation
HIGHEXPLOIT AVAIL

MLflow: SSTI enables RCE in ML experiment tracking

CVE-2023-6709
8.8
EPSS 0.9%
Code ExecutionSupply ChainData ExtractionFrameworkTraining Data
mlflow6955 ATLAS
HIGHEXPLOIT AVAILSCANNER

MLflow: unauth REST API leaks sensitive ML data

CVE-2023-43472
7.5
EPSS 36.6%
Data ExtractionData LeakageAuth BypassFrameworkAPITraining Data
mlflow6955 ATLAS
HIGHEXPLOIT AVAIL

MLflow: unauthenticated arbitrary file write via PUT

CVE-2023-6015
7.5
EPSS 4.5%
Supply ChainCode ExecutionModel PoisoningFrameworkModelTraining Data
mlflow6956 ATLAS
HIGHEXPLOIT AVAIL

LangChain: prompt injection triggers SSRF via URL fetch

CVE-2023-32786
7.5
EPSS 0.7%
Prompt InjectionData ExtractionFrameworkAgent
langchainCWE-743.2K5 ATLAS
HIGHKEV

LangChain: SSRF in URL loader exposes internal network

CVE-2023-46229
8.8
EPSS 47.6%
Data ExtractionAuth BypassFrameworkRAG
langchainCWE-9183.2K4 ATLAS
HIGHEXPLOIT AVAIL

MLflow: OS command injection enables local code execution

CVE-2023-4033
7.8
EPSS 1.3%
Code ExecutionSupply ChainFrameworkTraining DataModel
mlflowCWE-786955 ATLAS
HIGHEXPLOIT AVAIL

LangChain SQLDatabaseChain: SQL injection, DB exfil

CVE-2023-36189
7.5
EPSS 1.2%
Data ExtractionPrivacy ViolationFrameworkAgent
langchainCWE-893.2K4 ATLAS
HIGHEXPLOIT AVAIL

n8n: unauthenticated info disclosure exposes credentials

CVE-2023-27564
7.5
EPSS 1.2%
Data ExtractionData LeakageAuth BypassAgentFrameworkAPI
n8nCWE-668165 ATLAS
HIGHEXPLOIT AVAIL

n8n: privilege escalation exposes full workflow admin

CVE-2023-27563
8.8
EPSS 1.2%
Auth BypassCode ExecutionData ExtractionAgentFrameworkAPI
n8n165 ATLAS
HIGHEXPLOIT AVAILSCANNER

MLflow: path traversal allows unauthenticated file read

CVE-2023-2356
7.5
EPSS 4.2%
Data ExtractionData LeakageFramework
mlflow6955 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: double-free in pooling ops enables RCE

CVE-2023-25801
7.8
EPSS 0.1%
Code ExecutionFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: null pointer DoS in RandomShuffle (XLA)

CVE-2023-25674
7.5
EPSS 0.4%
DoSFrameworkInferenceTraining Data
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: integer overflow DoS in video frame decoding

CVE-2023-25667
7.5
EPSS 0.3%
DoSFrameworkInference
tensorflow3.4K4 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: null ptr deref DoS via sparse tensors

CVE-2023-25665
7.5
EPSS 0.4%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: remote DoS via malformed tensor input

CVE-2022-41909
7.5
EPSS 0.5%
DoSFrameworkInference
tensorflowCWE-4763.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: DoS via invalid UTF-8 input to PyFunc op

CVE-2022-41908
7.5
EPSS 0.5%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: integer overflow in ResizeNearestNeighborGrad → DoS

CVE-2022-41907
7.5
EPSS 0.5%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: DoS via SparseMatrixNNZ CHECK assertion fail

CVE-2022-41901
7.5
EPSS 0.5%
DoSFrameworkInference
tensorflowCWE-6173.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: SdcaOptimizer DoS via malformed tensor rank

CVE-2022-41899
7.5
EPSS 0.5%
DoSFrameworkInference
tensorflowCWE-6173.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: DoS crash via empty SparseFillEmptyRowsGrad inputs

CVE-2022-41898
7.5
EPSS 0.5%
DoSFrameworkInference
tensorflow3.4K3 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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