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

n8n: auth bypass via embed login token exchange

GHSA-8342-988q-86cr
--
Auth BypassData LeakageAgentFramework
n8nPatch: 2.32.1CWE-345162 ATLAS
HIGH

FFmpeg: double-free in NVDEC decoder enables RCE

CVE-2026-64832
8.8
EPSS 0.3%
Code ExecutionDoSInferenceTraining Data
2 ATLAS
HIGH

n8n: Git clone TOCTOU race allows RCE via symlink swap

CVE-2026-65598
--
EPSS 0.3%
Code ExecutionAuth BypassSupply ChainAgentPlugin
n8nPatch: 1.123.64CWE-367164 ATLAS
HIGH

n8n: DOM XSS in preview hijacks editor session

CVE-2026-65597
--
EPSS 0.3%
Code ExecutionAuth BypassAgentAPI
n8nPatch: 1.123.64CWE-79162 ATLAS
HIGH

n8n: Token Exchange bug grants admin API access

CVE-2026-65595
--
EPSS 0.7%
Auth BypassCode ExecutionAgentAPI
n8nPatch: 2.30.1CWE-269163 ATLAS
HIGH

n8n: stored XSS via javascript: URI in Resource Locator

CVE-2026-65592
--
EPSS 0.2%
Code ExecutionSocial EngineeringAgentPlugin
n8nPatch: 1.123.64CWE-79164 ATLAS
HIGH

n8n: expression sanitizer bypass leads to host RCE

CVE-2026-65591
--
EPSS 0.7%
Code ExecutionAuth BypassAgentFramework
n8nPatch: 1.123.64CWE-917164 ATLAS
HIGH

n8n: SSO instance-role provisioning grants owner

CVE-2026-65016
--
EPSS 0.4%
Auth BypassData LeakageAgentFramework
n8nPatch: 1.123.64CWE-639163 ATLAS
HIGH

n8n: Project Viewer escalates via AI Agent tool

CVE-2026-65015
--
EPSS 0.6%
Auth BypassCode ExecutionData LeakageAgentPlugin
n8nPatch: 2.30.1CWE-863164 ATLAS
HIGHEXPLOIT AVAIL

Ollama: crafted GGUF file crashes inference server

CVE-2026-65315
7.5
EPSS 0.8%
DoSInferenceModel
ollamaCWE-7891.9K2 ATLAS
HIGHEXPLOIT AVAIL

Gitea: cached permission check allows repo takeover

CVE-2026-27775
8.8
EPSS 0.9%
Auth BypassSupply ChainTraining Data
code.gitea.io/giteaPatch: 1.26.3CWE-8636.3K2 ATLAS
HIGHEXPLOIT AVAIL

lmdeploy: SSRF via redirect bypasses private IP guard

CVE-2026-63764
8.6
EPSS 0.5%
Auth BypassData LeakageAPIInference
lmdeployCWE-91812 ATLAS
HIGHEXPLOIT AVAIL

Kubeflow: token theft lets any user hijack accounts

CVE-2026-47237
8.0
EPSS 0.4%
Auth BypassData LeakageFrameworkAPI
CWE-2663 ATLAS
HIGH

MCP Toolbox: SQLi bypasses BigQuery allowedDatasets ACL

CVE-2026-15829
--
EPSS 0.2%
Auth BypassData LeakageCode ExecutionAgentPluginAPI
3 ATLAS
HIGHEXPLOIT AVAIL

Pillow: OOB read/DoS via unchecked mmap stride (McIdas)

CVE-2026-54058
--
EPSS 0.5%
Data LeakageDoSInferenceTraining DataPlugin
pillowPatch: 12.3.0CWE-1252 ATLAS
HIGHEXPLOIT AVAIL

Keras: unsafe pickle deserialization allows RCE

CVE-2026-12484
7.8
EPSS 0.3%
Code ExecutionSupply ChainFrameworkModel
kerasPatch: 3.12.3CWE-5024.1K3 ATLAS
HIGH

dd-trace: unbounded W3C baggage parsing enables DoS

CVE-2026-50272
7.5
EPSS 0.8%
DoSAPI
CWE-7702 ATLAS
HIGH

dd-trace-py: unbounded baggage header parsing causes DoS

CVE-2026-50271
7.5
EPSS 0.8%
DoSFrameworkAPI
CWE-7703 ATLAS
HIGH

Langflow: SaveToFile flaw breaks user storage isolation

CVE-2026-13445
8.1
EPSS 0.4%
Auth BypassData LeakagePrivacy ViolationFrameworkPlugin
langflowCWE-6393 ATLAS
HIGH

Langflow: auth'd param injection via apply_tweaks() enables code exec

CVE-2026-8056
8.8
EPSS 0.5%
Auth BypassCode ExecutionFrameworkAgentAPI
langflowCWE-943 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.

Start 14-Day Free Trial