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
4,330

AI/ML CVEs Tracked

535

Critical

107

New This Week

25

In CISA KEV

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

Latest AI Security Threats

Showing 20 of 4330 results
HIGH

Langflow: IDOR exposes/manipulates other users' builds

CVE-2026-12945
7.1
EPSS 0.4%
Auth BypassData LeakageFrameworkAgent
langflowCWE-6392 ATLAS
CRITICAL

Langflow: unauth RCE via MCP env var injection

CVE-2026-12940
9.8
EPSS 0.9%
Code ExecutionFrameworkAgentPlugin
langflowCWE-784 ATLAS
MEDIUM

Langflow: IDOR in file API leaks cross-tenant data

CVE-2026-10700
6.5
EPSS 0.5%
Auth BypassData LeakageFrameworkAPI
Langflow OSSCWE-6392 ATLAS
CRITICAL

Langflow: PythonREPL sandbox escape enables RCE

CVE-2026-13435
9.9
EPSS 0.5%
Code ExecutionFrameworkAgentPlugin
Langflow OSSCWE-944 ATLAS
HIGH

Langflow: path traversal exposes arbitrary server files

CVE-2026-12942
7.5
EPSS 0.6%
Data LeakageData ExtractionFrameworkAgent
Langflow OSSCWE-223 ATLAS
CRITICALEXPLOIT AVAIL

flyto-core: arbitrary file write via bypassed path guard

CVE-2026-67429
10.0
EPSS 0.6%
Code ExecutionAuth BypassAgentPlugin
CWE-224 ATLAS
HIGH

FTC E-Commerce Panel: authentication bypass

CVE-2026-12722
8.2
EPSS 0.4%
Auth BypassData LeakageFramework
CWE-3061 ATLAS
CRITICAL

Plesk XML-RPC: blind SQLi exposes full panel DB

CVE-2026-58046
9.9
EPSS 0.6%
Data ExtractionPrivacy ViolationAPI
MEDIUM

Pydantic AI: UploadedFile refs leak cloud storage

CVE-2026-54249
6.8
EPSS 0.3%
Auth BypassData LeakagePrivacy ViolationAgentFramework
pydantic-aiPatch: 1.106.0CWE-9185123 ATLAS
HIGH

pgvector: integer wraparound in index build enables RCE

CVE-2026-18022
8.8
EPSS 0.6%
Code ExecutionDoSRAG
pgvector4292 ATLAS
HIGHEXPLOIT AVAIL

Flyto2 Core: SSRF via unvalidated URLs in agent tools

CVE-2026-67428
8.5
EPSS 0.4%
Data ExtractionAuth BypassAgentAPI
flyto-corePatch: 2.26.7CWE-9186.3K4 ATLAS
HIGHEXPLOIT AVAIL

Flyto2 Core: SSRF leaks LLM API keys via base_url

CVE-2026-67425
8.6
EPSS 0.4%
Data LeakagePrivacy ViolationAgentAPI
flyto-corePatch: 2.26.7CWE-2011.8K3 ATLAS
HIGHEXPLOIT AVAIL

Quarkus: HTTP auth bypass via %3B/%2F path smuggling

CVE-2026-50559
7.5
EPSS 1.0%
Auth BypassData LeakageAPIInference
io.quarkus:quarkus-vertx-httpPatch: 3.20.6.2CWE-412.6K2 ATLAS
LOW

Dynatrace MCP: notebook tool skips approval gate

GHSA-pc2w-4mq8-32qw
3.7
Auth BypassCode ExecutionAgentPlugin
@dynatrace-oss/dynatrace-mcp-serverPatch: 1.8.7CWE-8623.0K2 ATLAS
HIGH

Langflow: FAISS namespace reuse leaks cross-user vectors

CVE-2026-13442
7.1
EPSS 0.3%
Data LeakagePrivacy ViolationAuth BypassRAGFramework
langflowCWE-5204 ATLAS
HIGHEXPLOIT AVAIL

Pterodactyl Wings: JWT reuse enables file upload bypass

CVE-2026-54593
8.1
EPSS 0.7%
Auth BypassCode ExecutionInference
github.com/pterodactyl/wingsPatch: 1.12.2CWE-1259514
HIGHEXPLOIT AVAIL

Pterodactyl Panel: global rate limiter enables panel-wide login DoS

CVE-2026-61609
7.5
EPSS 0.5%
DoSFramework
pterodactyl/panelPatch: 1.13.0CWE-7705141 ATLAS
MEDIUM

WPBot: unauth PII exfil via chat transcript flaw

CVE-2026-16773
5.3
EPSS 0.5%
Data LeakagePrivacy ViolationPluginAgent
WPBot – AI ChatBot for Live Support, Lead Generation, AI ServicesCWE-2003 ATLAS
MEDIUM

WPBot: unauthenticated email abuse via wp_mail()

CVE-2026-16774
5.3
EPSS 0.4%
Auth BypassSocial EngineeringPlugin
WPBot – AI ChatBot for Live Support, Lead Generation, AI Services2 ATLAS
LOWEXPLOIT AVAIL

WPBot: admin-set field IDs enable stored SQLi

CVE-2026-14189
3.8
EPSS 0.3%
Data LeakageCode ExecutionPluginAgent
wpbot1 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?

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