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

96

New This Week

25

In CISA KEV

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

Latest AI Security Threats

Showing 20 of 533 results — Critical severity
CRITICAL

n8n: SSRF bypasses allowlist, exfiltrates credentials

CVE-2026-56348
9.1
EPSS 0.5%
Auth BypassData ExtractionData LeakageAgentFramework
n8nCWE-918165 ATLAS
CRITICAL

Langflow: auth bypass + unauthenticated RCE (CVSS 10)

CVE-2026-10561
10.0
EPSS 0.8%
Auth BypassCode ExecutionFramework
langflowPatch: 1.10.1CWE-945 ATLAS
CRITICAL

Langflow: auth bypass in MCP endpoint, CVSS 9.8

CVE-2026-7664
9.8
EPSS 0.5%
Auth BypassCode ExecutionData ExtractionFrameworkAgent
Langflow OSSCWE-2875 ATLAS
CRITICAL

Flowise: RCE and sandbox escape via overrideConfig

CVE-2024-58351
9.8
EPSS 0.7%
Code ExecutionData ExtractionDoSAgentFrameworkPlugin
FlowiseCWE-948 ATLAS
CRITICALEXPLOIT AVAIL

Langflow: TAR symlink traversal enables full RCE

CVE-2026-55447
9.6
EPSS 0.7%
Code ExecutionAuth BypassData ExtractionFrameworkRAGAgent
langflowPatch: 1.9.2CWE-616 ATLAS
CRITICALKEV

Langflow: IDOR allows cross-user flow execution

CVE-2026-55255
9.9
EPSS 0.9%
Auth BypassData ExtractionFrameworkAgent
langflowPatch: 1.9.1CWE-6395 ATLAS
CRITICALEXPLOIT AVAIL

jupyterlab-git: stored XSS escalates to full RCE

CVE-2026-54527
9.0
EPSS 0.5%
Code ExecutionData ExtractionAuth BypassPluginFramework
@jupyterlab/gitPatch: 0.54.0CWE-791.9K6 ATLAS
CRITICAL

pgAdmin 4: Stored XSS enables full browser session hijack

CVE-2026-12048
9.3
EPSS 0.3%
Code ExecutionData ExtractionSocial EngineeringFrameworkRAG
4 ATLAS
CRITICAL

jupyter-server: stored XSS yields kernel RCE

CVE-2026-44727
9.0
EPSS 0.4%
Code ExecutionData ExtractionAuth BypassFrameworkInference
notebookCWE-793.0K6 ATLAS
CRITICAL

praisonai-platform: hardcoded JWT secret enables full auth bypass

GHSA-cwj8-7gp2-ggcw
9.8
Auth BypassSupply ChainAgentFramework
praisonai-platformPatch: 0.1.6CWE-79814 ATLAS
CRITICAL

praisonai-platform: hardcoded JWT secret enables full auth bypass

GHSA-f38v-77qj-h4jq
9.8
Auth BypassAgentFramework
praisonai-platformPatch: 0.1.6CWE-28715 ATLAS
CRITICAL

PraisonAI: multiedit path traversal, arbitrary file R/W

GHSA-29w3-p9w9-wc47
9.1
Data ExtractionCode ExecutionPrivacy ViolationAgentPlugin
praisonaiPatch: 4.6.61CWE-2217 ATLAS
CRITICAL

praisonai: MCP HTTP server unauthenticated tool invocation

GHSA-j4f3-55x4-r6q2
9.8
Auth BypassCode ExecutionData ExtractionAgentFrameworkAPI
praisonaiPatch: 1.7.2CWE-30616 ATLAS
CRITICAL

praisonai npm: AgentOS missing auth enables agent abuse

GHSA-9752-mhqh-h34f
9.4
Auth BypassData ExtractionCode ExecutionAgentFrameworkAPI
praisonaiPatch: 1.7.2CWE-30616 ATLAS
CRITICAL

praisonai: sandbox escape in codeMode → full host RCE

GHSA-p69m-4f92-2v84
9.8
Code ExecutionPrompt InjectionData ExtractionAgentFrameworkPlugin
praisonaiPatch: 1.7.2CWE-9416 ATLAS
CRITICAL

praisonai: sandbox escape gives RCE via codeMode tool

GHSA-vmmj-pfw7-fjwp
9.9
Code ExecutionSupply ChainPrompt InjectionAgentPlugin
praisonaiPatch: 1.7.2CWE-18415 ATLAS
CRITICAL

PraisonAI: unauthenticated RCE via MCP connect endpoint

GHSA-p75f-6fp4-p57w
9.8
Code ExecutionAuth BypassAgentFrameworkPlugin
praisonaiPatch: 4.6.59CWE-7815 ATLAS
CRITICAL

PraisonAI AgentOS: unauth remote agent invocation (CVSS 9.8)

GHSA-892r-p3jq-jp24
9.8
Auth BypassCode ExecutionData ExtractionAgentFrameworkAPI
praisonaiPatch: 4.6.59CWE-20017 ATLAS
CRITICAL

praisonaiagents: unauth AgentTeam API allows agent takeover

GHSA-x8cv-xmq7-p8xp
9.8
Auth BypassCode ExecutionDoSAgentFramework
praisonaiagentsPatch: 1.6.59CWE-306205 ATLAS
CRITICAL

praisonai: unauthenticated Jobs API enables remote agent RCE

GHSA-fq2m-6wqh-x44g
9.8
Auth BypassCode ExecutionData ExtractionAgentFrameworkAPI
praisonaiPatch: 4.6.59CWE-9415 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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