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 1908 results — High severity
HIGH

TensorFlow: DoS via negative ksize in AvgPoolOp

CVE-2022-35941
7.5
EPSS 0.7%
DoSFrameworkInference
tensorflow3.4K2 ATLAS
HIGH

TensorFlow: integer overflow in RaggedRangeOp crashes service

CVE-2022-35940
7.5
EPSS 0.7%
DoSFrameworkInference
tensorflow3.4K3 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
HIGH

F5 BIG-IP APM: insecure temp files enable local privesc

CVE-2022-29263
7.8
EPSS 0.2%
Code ExecutionFramework
BIG-IP APM1 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
HIGHEXPLOIT AVAIL

TensorFlow: heap OOB read/write enables network RCE

CVE-2022-23574
8.8
EPSS 0.8%
Code ExecutionSupply ChainFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: uninitialized memory in AssignOp

CVE-2022-23573
8.8
EPSS 0.8%
Code ExecutionData LeakageDoSFrameworkInferenceTraining Data
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: heap OOB write in Grappler, RCE risk

CVE-2022-23566
8.8
EPSS 0.9%
Code ExecutionSupply ChainFrameworkInference
tensorflow3.4K3 ATLAS
HIGH

TensorFlow: Range integer overflow, RCE/DoS risk

CVE-2022-23562
8.8
EPSS 0.6%
Code ExecutionDoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGH

TensorFlow Lite: OOB write, arbitrary write primitive

CVE-2022-23561
8.8
EPSS 0.5%
Code ExecutionSupply ChainFrameworkInferenceModel
tensorflow3.4K4 ATLAS
HIGHEXPLOIT AVAIL

TFLite: OOB read/write in sparse tensor → RCE

CVE-2022-23560
8.8
EPSS 0.8%
Code ExecutionSupply ChainData ExtractionFrameworkModelInference
tensorflow3.4K4 ATLAS
HIGHEXPLOIT AVAIL

TFLite: integer overflow in embedding lookup → heap OOB RW

CVE-2022-23559
8.8
EPSS 1.2%
Supply ChainCode ExecutionFrameworkInference
tensorflowCWE-1903.4K3 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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