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
4,331

AI/ML CVEs Tracked

535

Critical

108

New This Week

25

In CISA KEV

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

Latest AI Security Threats

Showing 20 of 4331 results
MEDIUM

containerd: checkpoint import poisons node image cache

CVE-2026-50195
--
EPSS 0.3%
Supply ChainCode ExecutionInferenceFramework
github.com/containerd/containerd/v2Patch: 2.1.9CWE-3456.3K4 ATLAS
LOW

Symfony LiveComponent: CSRF bypass via safelisted header

CVE-2026-49215
--
EPSS 0.2%
Auth BypassFrameworkAPI
symfony/ux-live-componentPatch: 2.36.0CWE-3526.3K2 ATLAS
LOW

symfony/ux-live: HMAC replay bypasses prop integrity

CVE-2026-49212
--
EPSS 0.2%
Auth BypassFramework
symfony/ux-live-componentPatch: 2.36.0CWE-3456.3K2 ATLAS
MEDIUMEXPLOIT AVAIL

Mercator: SSRF enables internal network RCE via gopher://

CVE-2026-49345
--
EPSS 0.6%
Code ExecutionData ExtractionAPIInference
CWE-9184 ATLAS
HIGHEXPLOIT AVAIL

libaom: AV1 SVC OOB write enables RCE

CVE-2026-56211
7.1
EPSS 0.9%
Code ExecutionSupply ChainInference
rhaiis/vllm-cpu-rhel9942 ATLAS
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
MEDIUM

JupyterLab: XSS via malicious PyPI extension URL

GHSA-vmhf-c436-hxj4
--
Supply ChainCode ExecutionSocial EngineeringPluginFramework
jupyterlabPatch: 4.5.9CWE-841.9K5 ATLAS
MEDIUMEXPLOIT AVAIL

tract-onnx: path traversal exposes arbitrary local files

CVE-2026-55832
6.1
EPSS 0.2%
Supply ChainData ExtractionModelInference
tract-onnxPatch: 0.21.17CWE-221.1K4 ATLAS
MEDIUMEXPLOIT AVAIL

nl-portal: GraphQL SSRF exposes Objecten-API auth token

CVE-2026-55414
5.3
EPSS 0.4%
Auth BypassData ExtractionPrivacy ViolationAPIFramework
nl.nl-portal:formPatch: 3.0.4CWE-8626423 ATLAS
MEDIUM

canto-saas-api: OAuth credentials logged via query params

CVE-2026-55375
5.3
EPSS 0.4%
Data ExtractionAuth BypassAPI
jleehr/canto-saas-apiPatch: 3.0.0CWE-2093 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
MEDIUM

FFmpeg RASC: UAF in decoder crashes AI inference containers

CVE-2026-12706
6.5
EPSS 0.5%
DoSSupply ChainInferenceFramework
rhoai/odh-vllm-gaudi-rhel9943 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
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
MEDIUMEXPLOIT AVAIL

PraisonAI: agent ID collision leaks system prompts

CVE-2026-56077
6.5
EPSS 0.4%
Data LeakageData ExtractionPrivacy ViolationAgentFramework
PraisonAICWE-66815 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

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?

Get ATLAS technique mappings, compliance reports (ISO 42001, EU AI Act), breaking alerts, and full CISO analysis with a Pro subscription.

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