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 4307 results
HIGHEXPLOIT AVAIL

TensorFlow: DoS via TensorListResize malformed input

CVE-2022-41893
7.5
EPSS 0.5%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: segfault DoS in TensorListConcat op

CVE-2022-41891
7.5
EPSS 0.5%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: int32 overflow in BCast::ToShape causes DoS

CVE-2022-41890
7.5
EPSS 0.5%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: NULL ptr deref DoS via quantized tensor input

CVE-2022-41889
7.5
EPSS 0.5%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: GPU input validation DoS in bbox proposals

CVE-2022-41888
7.5
EPSS 0.5%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: int32 overflow crashes Poisson loss function

CVE-2022-41887
7.5
EPSS 0.5%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: integer overflow in image op causes DoS

CVE-2022-41886
7.5
EPSS 0.5%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: FusedResizeAndPadConv2D overflow causes DoS

CVE-2022-41885
7.5
EPSS 0.5%
DoSFrameworkInference
tensorflowCWE-1313.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: DoS via malformed numpy array shape

CVE-2022-41884
7.5
EPSS 0.4%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
CRITICALEXPLOIT AVAIL

TensorFlow: heap OOB read in candidate sampler op

CVE-2022-41880
9.1
EPSS 0.4%
Data ExtractionDoSCode ExecutionFrameworkInferenceTraining Data
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: executor crash via malformed op inputs (DoS)

CVE-2022-41883
7.5
EPSS 0.4%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

VS Code Jupyter ext: local privilege escalation

CVE-2022-41083
7.8
EPSS 0.7%
Code ExecutionFrameworkPlugin
jupyter1.9K2 ATLAS
MEDIUMEXPLOIT AVAIL

Label Studio: SSRF + file read, self-reg bypass

CVE-2022-36551
6.5
EPSS 6.9%
Data ExtractionAuth BypassData LeakageTraining DataFramework
label-studioPatch: 1.6.0CWE-91826 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: DoS crash in transposed conv quantization

CVE-2022-36027
7.5
EPSS 0.8%
DoSFramework
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: DoS via malformed Requantize tensors

CVE-2022-36017
7.5
EPSS 0.5%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGH

TensorFlow: CHECK-fail assertion crashes model serving

CVE-2022-36016
7.5
EPSS 0.7%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGH

TensorFlow: integer overflow in RangeSize causes DoS

CVE-2022-36015
7.5
EPSS 0.7%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGH

TensorFlow: null ptr dereference in MLIR causes remote DoS

CVE-2022-36014
7.5
EPSS 0.7%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGH

TensorFlow MLIR: null ptr deref crashes model serving

CVE-2022-36013
7.5
EPSS 0.7%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGH

TensorFlow: DoS via empty MLIR function attributes

CVE-2022-36012
7.5
EPSS 0.7%
DoSFrameworkInference
tensorflowCWE-6173.4K3 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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