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 1527 results — Medium severity
MEDIUMEXPLOIT AVAIL

TensorFlow: DoS via FractionalMaxPool div-by-zero

CVE-2022-21735
6.5
EPSS 0.8%
DoSFrameworkInference
tensorflowCWE-3693.4K2 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: DoS via MapStage non-scalar key crash

CVE-2022-21734
6.5
EPSS 0.8%
DoSFrameworkInference
tensorflowCWE-8433.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: UnravelIndex integer overflow → DoS

CVE-2022-21729
6.5
EPSS 0.8%
DoSFrameworkInference
tensorflowCWE-1903.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: DoS via div-by-zero in conv cost estimator

CVE-2022-21725
6.5
EPSS 0.8%
DoSFrameworkInference
tensorflowCWE-3693.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: integer overflow DoS in sparse tensor ops

CVE-2022-23568
6.5
EPSS 0.8%
DoSFrameworkInference
tensorflowCWE-1903.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: integer overflow DoS in sparse tensor ops

CVE-2022-23567
6.5
EPSS 1.1%
DoSFrameworkInference
tensorflowCWE-1903.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: NULL deref DoS via SparseTensorSliceDataset

CVE-2022-21736
6.5
EPSS 0.8%
DoSFrameworkInference
tensorflowCWE-4763.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: StringNGrams integer overflow enables OOM DoS

CVE-2022-21733
6.5
EPSS 0.8%
DoSFrameworkInference
tensorflowCWE-1903.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: ThreadPoolHandle DoS via memory exhaustion

CVE-2022-21732
6.5
EPSS 0.8%
DoSFrameworkInference
tensorflowCWE-7703.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: ConcatV2 type confusion enables remote DoS

CVE-2022-21731
6.5
EPSS 0.9%
DoSFrameworkInference
tensorflowCWE-8433.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: OOB read in ImmutableConst leaks memory

CVE-2021-41227
5.5
EPSS 0.2%
Data ExtractionSupply ChainFrameworkInference
tensorflowCWE-1253.4K4 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: SplitV negative arg segfault crashes process

CVE-2021-41222
5.5
EPSS 0.2%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: tf.function deadlock enables DoS via model load

CVE-2021-41213
5.5
EPSS 0.2%
DoSSupply ChainFrameworkModel
tensorflowCWE-6623.4K4 ATLAS
MEDIUM

TensorFlow: AllToAll DoS via divide-by-zero crash

CVE-2021-41218
5.5
EPSS 0.1%
DoSFrameworkTraining Data
tensorflow3.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

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

CVE-2021-41209
5.5
EPSS 0.1%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: ParallelConcat div-by-zero crashes ML process

CVE-2021-41207
5.5
EPSS 0.1%
DoSFramework
tensorflowCWE-3693.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow tf.range: integer overflow in kernel causes DoS

CVE-2021-41202
5.5
EPSS 0.2%
DoSFrameworkTraining Data
tensorflow3.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: null pointer crash in control flow graph

CVE-2021-41217
5.5
EPSS 0.2%
DoSSupply ChainFrameworkModelInference
tensorflowCWE-4763.4K4 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: DeserializeSparse null deref causes DoS

CVE-2021-41215
5.5
EPSS 0.2%
DoSFrameworkInference
tensorflowCWE-4763.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: DoS via Grappler constant folding segfault

CVE-2021-41204
5.5
EPSS 0.1%
DoSFrameworkInference
tensorflowCWE-8243.4K3 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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