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.

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

Latest AI Security Threats

Showing 20 of 983 results — Medium severity, no patch
MEDIUMEXPLOIT AVAIL

TensorFlow SparseCross: type confusion DoS

CVE-2021-29519
5.5
EPSS 0.2%
DoSFramework
tensorflow3.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: Conv3D div-by-zero crashes ML processes

CVE-2021-29517
5.5
EPSS 0.2%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: null ptr deref crashes RaggedTensor ops

CVE-2021-29516
5.5
EPSS 0.2%
DoSFramework
tensorflow3.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: divide-by-zero DoS in DenseCountSparseOutput

CVE-2021-29554
5.5
EPSS 0.2%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
MEDIUM

Qiita::Markdown: XSS in transformer components

CVE-2021-28796
6.1
EPSS 0.8%
Code ExecutionData LeakageSocial EngineeringFrameworkRAGPlugin
CWE-794 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: ImmutableConst segfault crashes Python interpreter

CVE-2020-26268
4.4
EPSS 0.2%
DoSFrameworkModel
tensorflow3.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: uninitialized memory read via crafted SavedModel

CVE-2020-26266
5.3
EPSS 0.3%
Supply ChainData LeakageCode ExecutionFrameworkModelInference
tensorflowCWE-9083.4K4 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow Lite: OOM DoS via crafted segment sum model

CVE-2020-15213
4.0
EPSS 0.8%
DoSFrameworkInferenceModel
tensorflowCWE-7703.4K4 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow Lite: heap OOB RW via flatbuffer tensor index

CVE-2020-15211
4.8
EPSS 0.9%
Code ExecutionSupply ChainData ExtractionFrameworkInferenceModel
tensorflow3.4K4 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow Lite: memory corruption via aliased tensors

CVE-2020-15210
6.5
EPSS 0.7%
Supply ChainDoSCode ExecutionFrameworkInferenceModel
tensorflowCWE-7873.4K4 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow Lite: null ptr deref crashes model inference

CVE-2020-15209
5.9
EPSS 0.8%
DoSSupply ChainFrameworkInferenceModel
tensorflow3.4K4 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: null ptr deref DoS in eager mode ops

CVE-2020-15204
5.3
EPSS 0.9%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: heap overflow in ragged tensor ops

CVE-2020-15201
4.8
EPSS 0.6%
Code ExecutionData ExtractionFrameworkInference
tensorflowCWE-7873.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: heap overflow in RaggedCountSparseOutput DoS

CVE-2020-15200
5.9
EPSS 0.9%
DoSCode ExecutionFrameworkInference
tensorflowCWE-7873.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: DoS via malformed ragged tensor input

CVE-2020-15199
5.9
EPSS 0.8%
DoSFrameworkInference
tensorflowCWE-203.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: heap OOB in SparseCountSparseOutput ops

CVE-2020-15198
5.4
EPSS 0.5%
Code ExecutionDoSFrameworkInference
tensorflowCWE-1193.4K4 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: DoS via malformed sparse tensor input

CVE-2020-15197
6.3
EPSS 0.7%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: DoS via SparseFillEmptyRowsGrad assertion

CVE-2020-15194
5.3
EPSS 1.0%
DoSFrameworkInference
tensorflowCWE-6173.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: memory leak in dlpack DoS via low-priv input

CVE-2020-15192
4.3
EPSS 0.8%
DoSFrameworkInference
tensorflowCWE-203.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: null ptr deref in dlpack causes remote DoS

CVE-2020-15191
5.3
EPSS 0.9%
DoSCode ExecutionFrameworkInference
tensorflowCWE-2523.4K3 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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