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
2,371

AI/ML CVEs Tracked

344

Critical

449

New This Week

18

In CISA KEV

Sort: Date CVSS EPSS KEV first Most exploited
Filter: All Critical High Medium KEV only Active exploitation Has patch No patch

Latest AI Security Threats

Showing 20 of 842 results — Medium severity
MEDIUM EXPLOIT AVAIL

TensorFlow: integer overflow DoS in sparse tensor ops

CVE-2022-23567
6.5
EPSS 1.1%
DoS Framework Inference
tensorflow CWE-190 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: NULL deref DoS via SparseTensorSliceDataset

CVE-2022-21736
6.5
EPSS 0.7%
DoS Framework Inference
tensorflow CWE-476 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: StringNGrams integer overflow enables OOM DoS

CVE-2022-21733
6.5
EPSS 0.8%
DoS Framework Inference
tensorflow CWE-190 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: ThreadPoolHandle DoS via memory exhaustion

CVE-2022-21732
6.5
EPSS 0.8%
DoS Framework Inference
tensorflow CWE-770 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: ConcatV2 type confusion enables remote DoS

CVE-2022-21731
6.5
EPSS 0.8%
DoS Framework Inference
tensorflow CWE-843 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: OOB read in ImmutableConst leaks memory

CVE-2021-41227
5.5
EPSS 0.2%
Data Extraction Supply Chain Framework Inference
tensorflow CWE-125 3.7K 4 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: SplitV negative arg segfault crashes process

CVE-2021-41222
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: tf.function deadlock enables DoS via model load

CVE-2021-41213
5.5
EPSS 0.2%
DoS Supply Chain Framework Model
tensorflow CWE-662 3.7K 4 ATLAS
MEDIUM

TensorFlow: AllToAll DoS via divide-by-zero crash

CVE-2021-41218
5.5
EPSS 0.1%
DoS Framework Training Data
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via division-by-zero in conv ops

CVE-2021-41209
5.5
EPSS 0.1%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: ParallelConcat div-by-zero crashes ML process

CVE-2021-41207
5.5
EPSS 0.1%
DoS Framework
tensorflow CWE-369 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow tf.range: integer overflow in kernel causes DoS

CVE-2021-41202
5.5
EPSS 0.2%
DoS Framework Training Data
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: null pointer crash in control flow graph

CVE-2021-41217
5.5
EPSS 0.2%
DoS Supply Chain Framework Model Inference
tensorflow CWE-476 3.7K 4 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DeserializeSparse null deref causes DoS

CVE-2021-41215
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow CWE-476 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via Grappler constant folding segfault

CVE-2021-41204
5.5
EPSS 0.1%
DoS Framework Inference
tensorflow CWE-824 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS crash in tf.summary file writer

CVE-2021-41200
5.5
EPSS 0.2%
DoS Framework Training Data
tensorflow CWE-617 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: tf.image.resize integer overflow DoS

CVE-2021-41199
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow CWE-190 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: tf.tile integer overflow crashes ML process

CVE-2021-41198
5.5
EPSS 0.2%
DoS Framework Inference Training Data
tensorflow CWE-190 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: integer overflow in tensor dims causes DoS

CVE-2021-41197
5.5
EPSS 0.3%
DoS Framework Inference
tensorflow CWE-190 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: integer underflow crashes Keras pooling layers

CVE-2021-41196
5.5
EPSS 0.2%
DoS Framework Inference
tensorflow CWE-191 3.7K 3 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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