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

95

New This Week

25

In CISA KEV

Sort:DateCVSSEPSSKEV firstMost exploited
Filter:AllCriticalHighMediumKEV onlyActive exploitationHas patchNo patch

Latest AI Security Threats

Showing 20 of 943 results — High severity, Active exploitation
HIGHEXPLOIT AVAIL

Open WebUI: access control bypass leaks Tool Valve API keys

CVE-2026-34222
7.7
EPSS 5.1%
Auth BypassData ExtractionAgentPluginFramework
open-webuiPatch: 0.8.11CWE-28525 ATLAS
HIGHEXPLOIT AVAIL

ONNX: symlink path traversal allows arbitrary file read

CVE-2026-27489
8.6
EPSS 0.6%
Supply ChainData ExtractionFrameworkModel
onnxPatch: 1.21.0CWE-231.1K5 ATLAS
HIGHEXPLOIT AVAIL

awesome-llm-apps MCP Agent: cross-session credential theft

CVE-2026-29872
8.2
EPSS 0.3%
Data LeakageAuth BypassPrivacy ViolationAgentAPIPlugin
7 ATLAS
HIGHEXPLOIT AVAIL

libarchive: integer overflow in zisofs hits vllm containers

CVE-2026-5121
7.5
EPSS 1.1%
Code ExecutionData ExtractionInference
rhaiis/vllm-cuda-rhel9943 ATLAS
HIGHEXPLOIT AVAIL

langchain-core: path traversal exposes host secrets via prompt config

CVE-2026-34070
7.5
EPSS 1.4%
Data ExtractionData LeakageFramework
langchain-corePatch: 1.2.22CWE-226.3K5 ATLAS
HIGHEXPLOIT AVAIL

@mobilenext/mobile-mcp: path traversal via AI agent tool

CVE-2026-33989
8.1
EPSS 0.5%
Prompt InjectionCode ExecutionSupply ChainAgentPlugin
@mobilenext/mobile-mcpPatch: 0.0.49CWE-2216 ATLAS
HIGHEXPLOIT AVAIL

MLflow: broken access control exposes experiment traces

CVE-2025-15381
8.1
EPSS 0.3%
Auth BypassData ExtractionData LeakageFrameworkTraining Data
mlflowCWE-2006955 ATLAS
HIGHEXPLOIT AVAIL

Open WebUI: BOLA enables RAG poisoning via file overwrite

CVE-2026-28788
7.1
EPSS 3.0%
Auth BypassModel PoisoningPrompt InjectionRAGAPIFramework
open-webuiPatch: 0.8.6CWE-63927 ATLAS
HIGHEXPLOIT AVAIL

BentoML: command injection in bentofile.yaml containerize

CVE-2026-33744
7.8
EPSS 0.3%
Code ExecutionSupply ChainFramework
bentomlPatch: 1.4.37CWE-94235 ATLAS
HIGHEXPLOIT AVAIL

OpenClaw: path traversal in media parsing leaks secrets

CVE-2026-32846
7.5
EPSS 0.7%
Data LeakageData ExtractionAgent
OpenClawCWE-2233 ATLAS1 incident
HIGHEXPLOIT AVAILSCANNER

langflow: Path Traversal enables file access

CVE-2026-33497
7.5
EPSS 19.6%
Data ExtractionAuth BypassFrameworkAgent
langflowPatch: 1.7.1CWE-225 ATLAS
HIGHEXPLOIT AVAIL

langflow: Access Control bypass enables privilege escalation

CVE-2026-33484
7.5
EPSS 5.9%
Auth BypassData ExtractionPrivacy ViolationFrameworkAPI
langflowPatch: 1.9.0CWE-2845 ATLAS
HIGHEXPLOIT AVAIL

AI component: Input Validation flaw enables exploitation

CVE-2026-4538
7.8
EPSS 0.2%
Model PoisoningCode ExecutionFrameworkRAGModel
CWE-205 ATLAS
HIGHEXPLOIT AVAIL

OpenClaw: approval gating bypass enables shell execution

CVE-2026-32023
7.1
EPSS 0.3%
Auth BypassCode ExecutionAgentFramework
OpenClaw34 ATLAS1 incident
HIGHEXPLOIT AVAIL

OpenClaw: allowlist bypass enables arbitrary file write

CVE-2026-32017
7.1
EPSS 0.3%
Auth BypassCode ExecutionAgentPlugin
OpenClaw34 ATLAS1 incident
HIGHEXPLOIT AVAIL

libarchive: RAR heap OOB read leaks memory in vLLM stacks

CVE-2026-4424
7.5
EPSS 1.3%
Data ExtractionSupply ChainInference
rhaiis/vllm-cuda-rhel9943 ATLAS
HIGHEXPLOIT AVAIL

nltk: Path Traversal enables file access

CVE-2026-33236
8.1
EPSS 0.6%
Supply ChainCode ExecutionFramework
CWE-223 ATLAS
HIGHEXPLOIT AVAIL

OpenClaw: cmd injection via scheduled task generation

CVE-2026-31994
7.1
EPSS 0.6%
Code ExecutionAuth BypassAgent
OpenClaw33 ATLAS1 incident
HIGHEXPLOIT AVAIL

deepdiff: DoS causes service disruption

CVE-2026-33155
--
EPSS 0.5%
DoSSupply ChainFramework
CWE-4004 ATLAS
HIGHEXPLOIT AVAIL

OpenClaw: allowlist bypass enables arbitrary OS command exec

CVE-2026-22179
7.2
EPSS 0.7%
Auth BypassCode ExecutionAgentPlugin
OpenClaw35 ATLAS1 incident

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.

Need deeper analysis?

Get ATLAS technique mappings, compliance reports (ISO 42001, EU AI Act), breaking alerts, and full CISO analysis with a Pro subscription.

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