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

praisonai: silent auth bypass exposes agent exec endpoints

GHSA-j4hj-7hfh-g2f4
9.8
Auth BypassCode ExecutionAgentFramework
praisonaiPatch: 4.6.59CWE-30614 ATLAS
CRITICAL

PraisonAI: Unauthenticated RCE via Jobs API auth bypass

GHSA-4869-x4pr-q22x
9.8
Auth BypassCode ExecutionPrompt InjectionAgentFrameworkPlugin
praisonaiagentsPatch: 1.6.59CWE-306205 ATLAS
CRITICAL

praisonaiagents: unauthenticated MCP SSE server enables RCE

GHSA-x227-pf99-vffg
9.8
Auth BypassCode ExecutionAgentFramework
praisonaiagentsPatch: 1.6.59CWE-306205 ATLAS
CRITICALEXPLOIT AVAILSCANNER

Langflow: unauthenticated upload → DoS + path disclosure

CVE-2026-55450
9.3
EPSS 1.2%
Auth BypassDoSData LeakageFrameworkAgent
langflowPatch: 1.9.1CWE-4005 ATLAS
CRITICALEXPLOIT AVAIL

picklescan: scanner bypass enables pickle RCE

CVE-2026-53874
9.8
EPSS 0.5%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50234 ATLAS
CRITICALEXPLOIT AVAIL

picklescan: blocklist bypass allows arbitrary code exec

CVE-2026-53873
9.8
EPSS 0.5%
Supply ChainCode ExecutionModelFramework
picklescan34 ATLAS
CRITICALEXPLOIT AVAIL

picklescan: blocklist bypass enables full RCE

CVE-2026-3490
10.0
EPSS 0.8%
Supply ChainCode ExecutionModelFramework
picklescanCWE-18335 ATLAS
CRITICALEXPLOIT AVAIL

picklescan: scanner bypass enables RCE via model files

CVE-2025-71325
9.8
EPSS 0.6%
Supply ChainCode ExecutionModelFramework
picklescan34 ATLAS
CRITICALEXPLOIT AVAIL

picklescan: ctypes bypass enables full RCE via pickle files

CVE-2025-71323
9.8
EPSS 1.0%
Supply ChainCode ExecutionFrameworkModel
picklescan35 ATLAS
CRITICALEXPLOIT AVAIL

picklescan: blocklist bypass allows arbitrary file write/RCE

CVE-2025-71321
9.8
EPSS 0.8%
Supply ChainCode ExecutionDoSFrameworkModelTraining Data
picklescan34 ATLAS
CRITICALEXPLOIT AVAIL

picklescan: deny-list bypass enables arbitrary RCE

CVE-2025-71320
9.8
EPSS 0.8%
Supply ChainCode ExecutionModelFramework
picklescan34 ATLAS
CRITICAL

Oracle Coherence: unauthenticated HTTP full takeover

CVE-2026-35310
9.8
EPSS 0.5%
Auth BypassCode ExecutionData ExtractionAPIInferenceFramework
coherence3804 ATLAS
CRITICAL

Oracle Coherence: unauthenticated RCE via HTTP (CVSS 9.8)

CVE-2026-35309
9.8
EPSS 0.5%
Code ExecutionAuth BypassData ExtractionFrameworkAPIInference
coherence3803 ATLAS
CRITICAL

Oracle Coherence: unauthenticated RCE via third-party jars

CVE-2026-35308
10.0
EPSS 0.5%
Code ExecutionAuth BypassSupply ChainFrameworkInferenceAPI
coherence3804 ATLAS
CRITICAL

Oracle Coherence: unauthenticated RCE, CVSS 10.0

CVE-2026-35307
10.0
EPSS 0.5%
Code ExecutionAuth BypassData ExtractionFrameworkAPIInference
coherence3804 ATLAS
CRITICAL

Oracle Coherence: unauthenticated data access via HTTP

CVE-2026-35306
9.3
EPSS 0.4%
Data ExtractionAuth BypassData LeakageAPIInferenceFramework
coherence3804 ATLAS
CRITICAL

Oracle Coherence: unauth data exfiltration via bundled libs

CVE-2026-35305
9.3
EPSS 0.3%
Data ExtractionAuth BypassAPIFramework
coherence3804 ATLAS
CRITICAL

Oracle Coherence: unauthenticated HTTPS takeover

CVE-2026-35304
9.8
EPSS 0.5%
Auth BypassCode ExecutionData ExtractionAPIInferenceFramework
coherence3804 ATLAS
CRITICALSCANNER

LiteLLM: auth bypass via Host header spoofing

CVE-2026-49468
8.1
EPSS 3.0%
Auth BypassData ExtractionInferenceAPI
litellmPatch: 1.84.0CWE-29064 ATLAS
CRITICAL

backpropagate: auth bypass exposes LLM training plane

CVE-2026-48797
--
EPSS 0.3%
Auth BypassData ExtractionDoSTraining DataModelFramework
backpropagatePatch: 1.2.0CWE-3582.8K6 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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