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 4307 results
HIGH

Langflow: path traversal enables arbitrary file read

CVE-2026-18899
7.5
EPSS 0.7%
Data LeakageFrameworkAgent
langflowCWE-223 ATLAS
HIGH

Langflow: broken auth allows unauthorized flow execution

CVE-2026-18891
8.2
EPSS 0.5%
Auth BypassCode ExecutionData LeakageFrameworkAgentAPI
langflowCWE-2874 ATLAS
HIGHEXPLOIT AVAIL

Langflow: authenticated RCE via unsafe code generation

CVE-2026-18729
8.8
EPSS 1.6%
Code ExecutionAuth BypassFrameworkAgent
langflowCWE-943 ATLAS
MEDIUM

Langflow: SSRF lets authenticated users probe internal network

CVE-2026-18545
4.3
EPSS 0.3%
Auth BypassData ExtractionFrameworkAgent
langflowCWE-9182 ATLAS
MEDIUMEXPLOIT AVAIL

Chainlit: IDOR lets users tamper with others' feedback

CVE-2026-82290
5.3
EPSS 0.3%
Auth BypassFrameworkTraining Data
chainlitCWE-639412 ATLAS
HIGHEXPLOIT AVAIL

SD WebUI: cmd-flags endpoint leaks creds cleartext

CVE-2026-82288
7.5
EPSS 0.4%
Data LeakageAuth BypassAPIInference
CWE-5224 ATLAS
HIGHEXPLOIT AVAIL

Qwen-Agent: path traversal in doc parser leaks files

CVE-2026-82275
7.5
EPSS 0.5%
Data ExtractionData LeakageAgentPlugin
CWE-223 ATLAS
HIGHEXPLOIT AVAIL

Qwen-Agent: unauth SSRF via document URL parser

CVE-2026-82268
7.5
EPSS 0.5%
Data ExtractionData LeakageAgentPlugin
CWE-9183 ATLAS
CRITICALEXPLOIT AVAIL

Pimcore: DataObject field-name injection → RCE

CVE-2026-55634
9.9
EPSS 0.7%
Code ExecutionAuth BypassFramework
pimcore/pimcorePatch: 12.3.10CWE-895143 ATLAS
CRITICALEXPLOIT AVAIL

Pimcore: PHP deserialization flaw enables RCE

CVE-2026-55220
--
EPSS 0.7%
Code ExecutionFramework
pimcore/pimcorePatch: 2026.1.6CWE-5025141 ATLAS
HIGHEXPLOIT AVAIL

9router: Host-header spoof bypasses auth, enables SSRF

CVE-2026-55641
8.2
EPSS 0.3%
Auth BypassData LeakageData ExtractionAPIFramework
9routerPatch: 0.5.2CWE-2901.8K4 ATLAS
HIGHEXPLOIT AVAIL

9router: /codex bypass exposes LLM proxy credentials

CVE-2026-55638
8.6
EPSS 6.6%
Auth BypassPrivacy ViolationAPIFrameworkInference
9routerPatch: 0.5.2CWE-8621.8K3 ATLAS
HIGH

vLLM: unbounded media URLs cause memory-exhaustion DoS

CVE-2026-37237
7.5
EPSS 0.7%
DoSInference
vllm943 ATLAS
MEDIUM

libsolv: OOB write in .solv cache causes tool crash

CVE-2026-82327
5.5
DoSFramework
rhoai/odh-mlflow-operator-rhel96951 ATLAS
MEDIUM

FFmpeg: heap overflow via crafted TDSC cursor in video

CVE-2026-18393
5.4
EPSS 0.4%
Code ExecutionDoSInference
rhoai/odh-vllm-gaudi-rhel9942 ATLAS
LOWEXPLOIT AVAIL

Roo-Code: cleartext OAuth callback leaks auth tokens

CVE-2026-81836
3.7
EPSS 0.3%
Data LeakageAuth BypassAgentPluginAPI
2 ATLAS
MEDIUMEXPLOIT AVAIL

crewai-tools: SQLi in NL2SQLTool allows DB compromise

CVE-2026-37009
6.5
EPSS 0.4%
Code ExecutionData ExtractionAgentPlugin
3 ATLAS
CRITICALEXPLOIT AVAIL

crewai-tools: Path traversal in FileWriterTool enables RCE

CVE-2026-37007
9.8
EPSS 1.0%
Code ExecutionSupply ChainAgentPluginFramework
4 ATLAS
CRITICALEXPLOIT AVAIL

LiteLLM: unauth SSTI in /prompts/test enables RCE

CVE-2026-37004
9.8
EPSS 0.8%
Code ExecutionData LeakageInferenceAPI
litellmPatch: 1.83.7CWE-133663 ATLAS
MEDIUM

n8n-nodes-sqlite3: path traversal via db_path

CVE-2026-54687
--
EPSS 0.8%
Data LeakageAuth BypassAgentPlugin
n8n-nodes-sqlite3Patch: 1.0.0CWE-22163 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.

Need deeper analysis?

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