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

TensorFlow: DoS via malformed Conv2DBackpropInput

CVE-2022-35969
7.5
EPSS 0.5%
DoSFrameworkAPI
tensorflowCWE-6173.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: DoS via AvgPoolGrad shape validation failure

CVE-2022-35968
7.5
EPSS 0.5%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: DoS via QuantizedAdd tensor rank flaw

CVE-2022-35967
7.5
EPSS 0.5%
DoSFrameworkInference
tensorflow3.4K4 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: DoS via QuantizedAvgPool input validation

CVE-2022-35966
7.5
EPSS 0.5%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: NULL deref DoS via empty tensor input

CVE-2022-35965
7.5
EPSS 0.5%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: remote DoS via BlockLSTMGradV2 validation

CVE-2022-35964
7.5
EPSS 0.5%
DoSFrameworkTraining DataInference
tensorflow3.4K4 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: DoS via FractionalAvgPoolGrad overflow

CVE-2022-35963
7.5
EPSS 0.5%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: DoS via malformed TensorListReserve input

CVE-2022-35960
7.5
EPSS 0.7%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: DoS via AvgPool3DGradOp input overflow

CVE-2022-35959
7.5
EPSS 0.5%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: DoS via UnbatchGradOp assertion crash

CVE-2022-35952
7.5
EPSS 0.7%
DoSFrameworkInference
tensorflowCWE-6173.4K2 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: DoS via SobolSample CHECK-failure

CVE-2022-35935
7.5
EPSS 0.5%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: tf.reshape DoS via integer overflow

CVE-2022-35934
7.5
EPSS 0.5%
DoSFrameworkInference
tensorflowCWE-6173.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow CLI: eval() injection enables reverse shell

CVE-2022-29216
7.8
EPSS 0.5%
Code ExecutionSupply ChainFrameworkInference
tensorflow3.4K4 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: OOB write in EditDistance enables local DoS

CVE-2022-29208
7.1
EPSS 0.4%
DoSCode ExecutionFramework
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

Gradio: CSV formula injection via flagging enables RCE

CVE-2022-24770
8.8
EPSS 1.3%
Code ExecutionSupply ChainFrameworkInference
gradio7354 ATLAS
HIGHEXPLOIT AVAIL

MLflow: insecure temp file handling causes DoS

CVE-2022-0736
7.5
EPSS 1.6%
DoSFrameworkTraining Data
mlflow6953 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow MLIR-TFRT: DoS via scalar shape segfault

CVE-2022-23593
7.5
EPSS 0.9%
DoSFrameworkInference
tensorflowCWE-7543.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: heap OOB read in type inference engine

CVE-2022-23592
8.1
EPSS 0.9%
Data ExtractionDoSCode ExecutionFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: SavedModel stack overflow via recursive GraphDef

CVE-2022-23591
7.5
EPSS 0.8%
DoSSupply ChainFrameworkModel
tensorflowCWE-6743.4K4 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: DoS via malicious SavedModel GraphDef

CVE-2022-23590
7.5
EPSS 1.0%
DoSSupply ChainFrameworkModelInference
tensorflow3.4K4 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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