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 1961 results — Active exploitation
HIGHEXPLOIT AVAIL

Flowise: mass-assignment allows cross-workspace takeover

CVE-2026-46480
8.8
EPSS 0.3%
Auth BypassData ExtractionAgentFramework
flowise4 ATLAS
HIGHEXPLOIT AVAIL

Flowise: mass assignment cross-workspace takeover

CVE-2026-46479
8.8
EPSS 0.3%
Auth BypassData ExtractionFrameworkAgent
flowise3 ATLAS
HIGHEXPLOIT AVAIL

Flowise: mass-assignment allows cross-workspace data takeover

CVE-2026-46478
8.8
EPSS 0.3%
Auth BypassData LeakageModel PoisoningAgentFrameworkRAG
flowiseCWE-9154 ATLAS
HIGHEXPLOIT AVAIL

Flowise: mass-assignment cross-workspace dataset takeover

CVE-2026-46477
8.8
EPSS 0.3%
Auth BypassData ExtractionData LeakageAgentFrameworkRAG
flowiseCWE-9155 ATLAS
HIGHEXPLOIT AVAIL

Flowise: mass assignment enables cross-workspace takeover

CVE-2026-46476
8.8
EPSS 0.3%
Auth BypassData ExtractionAgentFramework
flowiseCWE-9154 ATLAS
HIGHEXPLOIT AVAIL

Flowise: mass-assignment enables workspace takeover

CVE-2026-46475
8.8
EPSS 0.3%
Auth BypassData ExtractionAgentFramework
flowise4 ATLAS
CRITICALEXPLOIT AVAILSCANNER

Flowise: sandbox escape enables authenticated RCE

CVE-2026-46442
9.9
EPSS 33.0%
Code ExecutionAuth BypassAgentFramework
flowiseCWE-945 ATLAS
CRITICALEXPLOIT AVAIL

Flowise: mass assignment breaks multi-tenant isolation

CVE-2026-46441
9.6
EPSS 0.3%
Auth BypassData ExtractionAgentFramework
flowise4 ATLAS
CRITICALEXPLOIT AVAIL

Flowise: plaintext auth brute-force, no rate limit

CVE-2026-46440
9.1
EPSS 0.2%
Auth BypassData ExtractionAgentFramework
flowiseCWE-5225 ATLAS
HIGHEXPLOIT AVAIL

praisonai-platform: IDOR enables cross-workspace agent read/write/delete

CVE-2026-47419
8.3
EPSS 0.3%
Auth BypassData ExtractionData LeakageAgentAPI
praisonai-platformPatch: 0.1.4CWE-63915 ATLAS
MEDIUMEXPLOIT AVAIL

mcp-server-kubernetes: flag injection steals K8s tokens

CVE-2026-47250
6.1
EPSS 0.4%
Prompt InjectionAuth BypassData ExtractionAgentPlugin
mcp-server-kubernetesPatch: 3.7.0CWE-8816 ATLAS
MEDIUMEXPLOIT AVAIL

OpenAI Atlas: XSS enables browser history exfiltration

CVE-2026-11326
--
EPSS 0.2%
Auth BypassData ExtractionPrivacy ViolationPluginAPI
5 ATLAS
HIGHEXPLOIT AVAIL

Milvus: weak hash allows RBAC grantee impersonation

CVE-2026-10814
7.0
EPSS 0.1%
Auth BypassData ExtractionPrivacy ViolationRAGFramework
milvusCWE-32774 ATLAS
LOWEXPLOIT AVAIL

LMCache: weak hash enables KV cache integrity bypass

CVE-2026-10813
3.6
EPSS 0.1%
Data LeakageDoSInference
lmcacheCWE-327943 ATLAS
MEDIUMEXPLOIT AVAIL

Streamlit: weak hash enables cache integrity bypass

CVE-2026-10804
4.7
EPSS 0.1%
Supply ChainDoSFrameworkInference
streamlitPatch: 1.53.1CWE-3273.1K3 ATLAS
LOWEXPLOIT AVAIL

MLflow: weak dataset hash allows integrity bypass

CVE-2026-10803
3.6
EPSS 0.1%
Supply ChainModel PoisoningFrameworkTraining Data
mlflowPatch: 3.10.1CWE-3276953 ATLAS
LOWEXPLOIT AVAIL

ms-swift: weak hash enables image cache poisoning

CVE-2026-10801
3.6
EPSS 0.1%
Model PoisoningSupply ChainTraining DataFramework
ms-swiftCWE-32763 ATLAS
LOWEXPLOIT AVAIL

Gradio: weak hash exposes audio cache to local users

CVE-2026-10783
2.5
EPSS 0.1%
Data ExtractionPrivacy ViolationFrameworkInference
gradioPatch: 6.15.1CWE-3277353 ATLAS
UNKNOWNEXPLOIT AVAIL

Enterprise Gateway: YAML injection → K8s cluster takeover

CVE-2026-44182
--
EPSS 0.6%
Code ExecutionAuth BypassFrameworkInference
jupyter_enterprise_gatewayPatch: 3.3.0CWE-741.9K4 ATLAS
UNKNOWNEXPLOIT AVAIL

Enterprise Gateway: SSTI allows full K8s cluster compromise

CVE-2026-44181
--
EPSS 0.8%
Code ExecutionData ExtractionAuth BypassFrameworkInference
jupyter_enterprise_gatewayPatch: 3.3.0CWE-13361.9K6 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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