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

95

New This Week

25

In CISA KEV

Latest AI Security Threats

Showing 20 of 4307 results
HIGHEXPLOIT AVAIL

PyTorch: DoS via sparse/dense tensor Inductor compile

CVE-2025-55560
7.5
EPSS 0.4%
DoSFrameworkInference
pytorch26.1K4 ATLAS
HIGHEXPLOIT AVAIL

TensorFlow: DoS via Conv2D valid padding crash

CVE-2025-55559
7.5
EPSS 0.2%
DoSFrameworkInference
tensorflow3.4K3 ATLAS
HIGHEXPLOIT AVAIL

PyTorch: Inductor compiler buffer overflow causes DoS

CVE-2025-55558
7.5
EPSS 0.5%
DoSFrameworkInference
pytorch26.1K4 ATLAS
HIGHEXPLOIT AVAIL

PyTorch: DoS via cummin+Inductor NameError in 2.7.0

CVE-2025-55557
7.5
EPSS 0.4%
DoSFramework
pytorch26.1K3 ATLAS
MEDIUMEXPLOIT AVAIL

TensorFlow: non-deterministic compilation breaks Embedding

CVE-2025-55556
6.5
EPSS 0.2%
Supply ChainDoSFrameworkInference
tensorflow3.4K3 ATLAS
MEDIUMEXPLOIT AVAIL

PyTorch: integer overflow in nan_to_num causes DoS

CVE-2025-55554
5.3
EPSS 0.3%
DoSSupply ChainFrameworkInference
pytorch26.1K3 ATLAS
HIGHEXPLOIT AVAIL

PyTorch 2.7.0: DoS via proxy_tensor.py syntax error

CVE-2025-55553
7.5
EPSS 0.4%
DoSSupply ChainFrameworkInference
pytorch26.1K3 ATLAS
HIGHEXPLOIT AVAIL

PyTorch: integer overflow in rot90+randn_like causes DoS

CVE-2025-55552
7.5
EPSS 0.4%
DoSSupply ChainFrameworkInference
pytorchCWE-19026.1K3 ATLAS
HIGHEXPLOIT AVAIL

PyTorch: DoS in linalg.lu via malformed slice op

CVE-2025-55551
7.5
EPSS 0.4%
DoSFrameworkInference
pytorch26.1K4 ATLAS
MEDIUM

PyTorch: Dropout inconsistency enables membership inference

CVE-2025-46153
5.3
EPSS 0.4%
Data ExtractionPrivacy ViolationFrameworkInferenceTraining Data
pytorch26.1K3 ATLAS
MEDIUM

PyTorch: OOB write causes incorrect bitwise shift results

CVE-2025-46152
5.3
EPSS 0.5%
Supply ChainDoSFrameworkTraining DataInference
pytorch26.1K3 ATLAS
MEDIUM

PyTorch: torch.compile silent output inconsistency

CVE-2025-46150
5.3
EPSS 0.4%
Adversarial ExamplesSupply ChainFrameworkInferenceModel
pytorch26.1K4 ATLAS
MEDIUM

PyTorch: reachable assertion in nn.Fold with inductor

CVE-2025-46149
5.3
EPSS 0.4%
DoSData LeakageSupply ChainFrameworkInference
pytorch26.1K4 ATLAS
MEDIUM

PyTorch: PairwiseDistance silent miscalculation, integrity risk

CVE-2025-46148
5.3
EPSS 0.4%
Adversarial ExamplesAuth BypassFrameworkInference
pytorch26.1K4 ATLAS
HIGHEXPLOIT AVAIL

libtiff: arbitrary write via crafted TIFF image

CVE-2025-9900
8.8
EPSS 1.0%
Code ExecutionDoSInferenceModel
rhaiis/vllm-cuda-rhel9943 ATLAS
HIGHEXPLOIT AVAIL

Transformers: ReDoS in optimizer halts training pipelines

CVE-2025-6921
7.5
EPSS 0.5%
DoSFrameworkTraining Data
transformersCWE-4009.8K4 ATLAS
UNKNOWNEXPLOIT AVAIL

OpenAI Codex CLI: sandbox escape via model-generated cwd

CVE-2025-59532
--
EPSS 0.9%
Code ExecutionSupply ChainPrompt InjectionAgent
5 ATLAS
CRITICALEXPLOIT AVAILSCANNER

Flowise: Unauthenticated RCE via MCP config injection

CVE-2025-59528
10.0
EPSS 86.5%
Code ExecutionSupply ChainAgentFrameworkPlugin
flowise5 ATLAS
HIGHEXPLOIT AVAIL

Flowise: unauthenticated SSRF exposes internal network

CVE-2025-59527
7.5
EPSS 5.5%
Data ExtractionPrivacy ViolationAgentFramework
flowise4 ATLAS
CRITICALEXPLOIT AVAIL

Flowise Cloud: cross-tenant env var exposure leaks API keys

CVE-2025-59434
9.6
EPSS 4.0%
Data ExtractionAuth BypassPrivacy ViolationFrameworkAPIAgent
6 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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