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 2876 results — no patch
CRITICALEXPLOIT AVAIL

TensorFlow: unauthenticated RCE via heap buffer overflow

CVE-2023-25668
9.8
EPSS 0.8%
Code ExecutionDoSFrameworkInference
tensorflow3.4K4 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: integer overflow DoS in video frame decoding

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

TensorFlow: FPE in AudioSpectrogram causes DoS

CVE-2023-25666
7.5
EPSS 0.4%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: null ptr deref DoS via sparse tensors

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

TensorFlow: heap overflow in AvgPoolGrad, RCE risk

CVE-2023-25664
9.8
EPSS 0.4%
Code ExecutionSupply ChainFrameworkInference
tensorflow3.4K4 ATLAS
HIGH

TensorFlow: null ptr deref crashes inference serving

CVE-2023-25663
7.5
EPSS 0.4%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGH

TensorFlow: integer overflow in EditDistance causes DoS

CVE-2023-25662
7.5
EPSS 0.4%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGH

TensorFlow: null ptr deref in Print op allows remote DoS

CVE-2023-25660
7.5
EPSS 0.4%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGH

TensorFlow: OOB read in DynamicStitch enables DoS

CVE-2023-25659
7.5
EPSS 0.4%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGH

TensorFlow: OOB read in GRUBlockCellGrad causes DoS

CVE-2023-25658
7.5
EPSS 0.4%
DoSCode ExecutionFrameworkInferenceTraining Data
tensorflow3.4K4 ATLAS
CRITICALKEVSCANNER

MLflow: path traversal allows arbitrary file read/write

CVE-2023-1177
9.8
EPSS 69.7%
Data ExtractionCode ExecutionSupply ChainFrameworkModelTraining Data
mlflow6957 ATLAS
LOWEXPLOIT AVAIL

MLflow: path traversal exposes arbitrary local files

CVE-2023-1176
3.3
EPSS 0.6%
Data ExtractionData LeakageFramework
mlflow6954 ATLAS
MEDIUM

Streamlit: reflected XSS enables session hijacking

CVE-2023-27494
6.1
EPSS 0.4%
Code ExecutionData LeakageFramework
streamlit3.1K3 ATLAS
HIGH

Grafana GeoMap: stored XSS enables Editor-to-Admin escalation

CVE-2023-0507
7.3
EPSS 15.5%
Auth BypassData LeakageFrameworkPlugin
2 ATLAS
CRITICALEXPLOIT AVAIL

Gradio: hardcoded SSH key leaks via share=True demos

CVE-2023-25823
9.8
EPSS 0.6%
Auth BypassData ExtractionPrivacy ViolationFrameworkInference
gradioCWE-7987355 ATLAS
HIGH

Grafana: stored XSS in GeoMap SVG enables admin takeover

CVE-2022-23552
7.3
EPSS 0.8%
Auth BypassData LeakageFramework
2 ATLAS
CRITICAL

TensorFlow Grappler: OOB read crashes or leaks memory

CVE-2022-41910
9.1
EPSS 0.4%
Code ExecutionDoSData ExtractionFrameworkInferenceTraining Data
tensorflow3.4K3 ATLAS
CRITICALEXPLOIT AVAIL

TensorFlow Grappler: OOB read/crash via crafted model

CVE-2022-41902
9.1
EPSS 0.5%
DoSData ExtractionFrameworkInference
tensorflowCWE-1253.4K4 ATLAS
CRITICALEXPLOIT AVAIL

PyTorch: RCE via unsafe eval in JIT annotations

CVE-2022-45907
9.8
EPSS 1.3%
Code ExecutionSupply ChainFrameworkInference
pytorchCWE-9426.1K4 ATLAS
CRITICALEXPLOIT AVAIL

Netgear R7000P: buffer overflow via DNS params

CVE-2022-44194
9.8
EPSS 1.5%
Code ExecutionDoSFramework

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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