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 4307 results
MEDIUMEXPLOIT AVAIL

TensorFlow: ImmutableConst segfault crashes Python interpreter

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

TensorFlow: OOB read in DataFormatVecPermute op

CVE-2020-26267
7.8
EPSS 0.2%
Code ExecutionDoSData ExtractionFrameworkTraining DataInference
tensorflowCWE-1253.4K3 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
LOWEXPLOIT AVAIL

TensorFlow: OOB read on saved model load leaks heap addresses

CVE-2020-26271
3.3
EPSS 0.2%
Supply ChainData ExtractionFrameworkModel
tensorflowCWE-1253.4K4 ATLAS
HIGHEXPLOIT AVAIL

scikit-learn: DoS via crafted SVM model deserialization

CVE-2020-28975
7.5
EPSS 3.5%
DoSSupply ChainFrameworkModelInference
scikit-learn32.7K5 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: NaN-triggered DoS in crop_and_resize op

CVE-2020-15266
7.5
EPSS 0.9%
DoSFrameworkInference
tensorflowCWE-1193.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: OOB read DoS via invalid quantize axis

CVE-2020-15265
7.5
EPSS 0.9%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow Lite: OOB write in segment sum, memory corruption risk

CVE-2020-15214
8.1
EPSS 0.7%
Code ExecutionSupply ChainDoSFrameworkInferenceModel
tensorflow3.4K3 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
HIGHEXPLOIT AVAIL

TensorFlow Lite: heap OOB write via segment sum op

CVE-2020-15212
8.6
EPSS 0.7%
Code ExecutionSupply ChainFrameworkInferenceModel
tensorflowCWE-7873.4K4 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
CRITICALEXPLOIT AVAIL

TFLite: OOB read/write via tensor dimension mismatch

CVE-2020-15208
9.8
EPSS 0.9%
Code ExecutionData ExtractionSupply ChainFrameworkInference
tensorflow3.4K3 ATLAS
CRITICALEXPLOIT AVAIL

TFLite: OOB write via unchecked negative axis index

CVE-2020-15207
9.0
EPSS 1.2%
Code ExecutionDoSFrameworkInference
tensorflowCWE-7873.4K3 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: SavedModel protobuf DoS in inference serving

CVE-2020-15206
7.5
EPSS 1.0%
DoSSupply ChainFrameworkInferenceModel
tensorflow3.4K5 ATLAS
CRITICALEXPLOIT AVAIL

TensorFlow: heap overflow in StringNGrams, ASLR bypass

CVE-2020-15205
9.8
EPSS 1.0%
Code ExecutionData LeakageFrameworkInference
tensorflowCWE-7873.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: null ptr deref DoS in eager mode ops

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

TensorFlow: format string DoS in strings.as_string

CVE-2020-15203
7.5
EPSS 1.0%
DoSFrameworkInference
tensorflowCWE-1343.4K3 ATLAS
CRITICALEXPLOIT AVAIL

TensorFlow: Shard API int truncation enables memory corruption

CVE-2020-15202
9.0
EPSS 1.3%
Code ExecutionDoSFrameworkInference
tensorflow3.4K4 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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