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 1908 results — High severity
HIGH

libaom: AV1 SVC bounds-check miss leaks heap, crashes

CVE-2026-56210
7.1
EPSS 0.6%
DoSData LeakageSupply ChainInferenceFramework
rhaiis/vllm-cpu-rhel9943 ATLAS
HIGH

libaom: heap overflow in AV1 encoder LAP mode

CVE-2026-56208
7.6
EPSS 0.6%
Code ExecutionDoSInference
rhaiis/vllm-cpu-rhel9942 ATLAS
HIGH

libaom: arbitrary address write in AV1 SVC codec

CVE-2026-56209
7.1
EPSS 0.6%
Code ExecutionDoSSupply ChainInferenceTraining DataFramework
rhaiis/vllm-cpu-rhel9943 ATLAS
HIGH

agentic-flow: MCP tool args enable OS command injection RCE

GHSA-vcv2-r9jh-99m5
8.8
Code ExecutionSupply ChainAgentPlugin
CWE-785 ATLAS
HIGH

line-desktop-mcp: unauthenticated HTTP exposes LINE chats

CVE-2026-49357
--
EPSS 0.6%
Auth BypassData ExtractionPrivacy ViolationAgentPlugin
line-desktop-mcpPatch: 1.1.2CWE-306166 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: path traversal → arbitrary file read/write/RCE

CVE-2026-56078
8.8
EPSS 0.9%
Code ExecutionData ExtractionAuth BypassAgentFramework
PraisonAICWE-2216 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: CORS bypass enables arbitrary agent execution

CVE-2026-56076
8.1
EPSS 0.6%
Auth BypassData ExtractionCode ExecutionAgentAPIFramework
PraisonAICWE-94216 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: RCE via hardcoded approval_mode bypass

CVE-2026-56075
8.8
EPSS 0.6%
Code ExecutionAuth BypassAgentFramework
PraisonAICWE-86315 ATLAS
HIGH

agenticmail: email prompt injection → bypassPermissions RCE

GHSA-fq4x-789w-jg5h
--
Prompt InjectionCode ExecutionAuth BypassAgentFrameworkAPI
@agenticmail/openclawPatch: 0.5.71CWE-30636 ATLAS
HIGH

Eclipse Theia: workspace prompt injection enables RCE/exfil

CVE-2026-46580
--
EPSS 0.5%
Prompt InjectionCode ExecutionData ExtractionAgentFrameworkPlugin
@theia/ai-editorPatch: 1.71.0CWE-8297 ATLAS
HIGH

Eclipse Theia: indirect prompt injection → RCE + exfil

CVE-2026-44688
--
EPSS 0.5%
Prompt InjectionData ExtractionCode ExecutionAgentFramework
@theia/ai-idePatch: 1.71.0CWE-8296 ATLAS
HIGH

Kirby CMS: stored XSS bypasses DOM sanitizer via unwrap flaw

CVE-2026-54002
--
EPSS 0.5%
Code ExecutionData ExtractionAuth BypassPluginAPI
getkirby/cmsPatch: 4.9.4CWE-795144 ATLAS
HIGH

Kirby CMS: XSS via writer field malicious links

CVE-2026-49276
--
EPSS 0.4%
Social EngineeringCode ExecutionData LeakageFrameworkPlugin
getkirby/cmsPatch: 4.9.4CWE-835143 ATLAS
HIGH

PraisonAI: sandbox escape via silent Landlock fallback

GHSA-6jcq-6546-qrrw
8.8
Code ExecutionData ExtractionAuth BypassAgentFramework
praisonaiagentsCWE-668205 ATLAS
HIGH

PraisonAI: auth bypass exposes full agent invocation API

GHSA-8ccj-p46r-jwqq
8.2
Auth BypassCode ExecutionAgentAPI
praisonaiPatch: 4.6.61CWE-28714 ATLAS
HIGH

praisonaiagents: SSRF + prompt injection, IAM cred exposure

GHSA-4pcv-mg8v-vrgf
8.8
Prompt InjectionData ExtractionPrivacy ViolationAgentFrameworkPlugin
praisonaiagentsPatch: 1.6.61CWE-20205 ATLAS
HIGH

praisonai: incomplete auth fix exposes A2U agent streams

GHSA-jxcw-qp4h-6jfq
7.5
Auth BypassData LeakageData ExtractionAgentAPI
praisonaiPatch: 4.6.61CWE-20015 ATLAS
HIGH

PraisonAI: workflow policy bypass enables shell RCE

GHSA-7qw2-w5rc-37x2
7.8
Auth BypassCode ExecutionAgentFramework
praisonaiagentsCWE-78205 ATLAS
HIGH

praisonai: shell allowlist bypass enables OS command injection

GHSA-5jv7-2mjm-h6qj
8.8
Code ExecutionPrompt InjectionData ExtractionAgentPluginFramework
praisonaiPatch: 1.7.2CWE-86315 ATLAS
HIGH

praisonai: tool approval bypass executes denied actions

GHSA-h2w2-v7j6-xqm4
8.8
Auth BypassCode ExecutionAgentFramework
praisonaiPatch: 1.7.2CWE-69313 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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