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 616 results — High severity, has patch
HIGH

MLflow: statsmodels flavor bypasses pickle RCE guard

GHSA-gqvg-gmmx-x4hm
8.8
Code ExecutionSupply ChainModelFramework
mlflowPatch: 3.15.0CWE-5026954 ATLAS
HIGH

Kirby CMS: auth bypass enables chunk-upload DoS

CVE-2026-71415
--
EPSS 0.4%
DoSAuth BypassAPI
getkirby/cmsPatch: 5.5.2CWE-862514
HIGHEXPLOIT AVAIL

9router: Host-header spoof bypasses auth, enables SSRF

CVE-2026-55641
8.2
EPSS 0.3%
Auth BypassData LeakageData ExtractionAPIFramework
9routerPatch: 0.5.2CWE-2901.8K4 ATLAS
HIGHEXPLOIT AVAIL

9router: /codex bypass exposes LLM proxy credentials

CVE-2026-55638
8.6
EPSS 6.6%
Auth BypassPrivacy ViolationAPIFrameworkInference
9routerPatch: 0.5.2CWE-8621.8K3 ATLAS
HIGH

LibreNMS: stored XSS via unescaped SNMP/syslog data

GHSA-7w8c-qgxg-m7jx
7.1
Code ExecutionData LeakageFramework
librenms/librenmsPatch: 26.5.0CWE-79514
HIGHEXPLOIT AVAIL

Chainlit: unauth SSRF via MCP url/header injection

CVE-2026-45019
7.2
EPSS 0.4%
Auth BypassData ExtractionFrameworkPluginAgent
chainlitPatch: 2.12.0CWE-918413 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: Origin bypass CSRF enables prompt injection

CVE-2026-55532
7.6
EPSS 0.2%
Auth BypassPrompt InjectionAgentPlugin
PraisonAIPatch: 4.6.58CWE-34615 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: auth fail-open lets unauthenticated recipe execution

CVE-2026-55533
8.2
EPSS 0.5%
Auth BypassCode ExecutionAgentAPI
PraisonAIPatch: 4.6.58CWE-28713 ATLAS
HIGH

PraisonAI: no-auth Jobs API allows arbitrary agent runs

CVE-2026-55539
8.6
EPSS 0.6%
Auth BypassData LeakageDoSAgentAPIFramework
PraisonAIPatch: 4.6.58CWE-30613 ATLAS
HIGH

PraisonAI: path traversal in agent memory allows arbitrary file write

CVE-2026-55527
7.1
EPSS 0.5%
Code ExecutionDoSAgentFramework
praisonaiagentsPatch: 1.6.58CWE-22203 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: SSRF via race condition in webhook DNS check

CVE-2026-55537
7.1
EPSS 0.3%
Code ExecutionData LeakageAgentFramework
PraisonAIPatch: 4.6.58CWE-36712 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: missing auth allows agent execution

CVE-2026-55538
7.3
EPSS 0.4%
Auth BypassCode ExecutionAgentAPI
PraisonAIPatch: 4.6.58CWE-30612 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: symlink escape defeats workspace path checks

CVE-2026-55540
7.1
EPSS 0.4%
Data ExtractionAuth BypassAgentPlugin
PraisonAIPatch: 4.6.58CWE-2213 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: API key ignored, agent endpoints unauth

CVE-2026-55534
8.6
EPSS 0.5%
Auth BypassDoSAgentAPI
PraisonAIPatch: 4.6.58CWE-30613 ATLAS
HIGH

PraisonAI: SSRF bypass via DNS-rebinding hostname

CVE-2026-55526
8.5
EPSS 0.4%
Auth BypassData ExtractionAgentPlugin
praisonaiagentsPatch: 1.6.58CWE-350203 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: AgentServer auth token never enforced

CVE-2026-55528
8.2
EPSS 0.5%
Auth BypassData LeakageAgentAPI
praisonaiagentsPatch: 1.6.58CWE-306203 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: SSRF via redirect bypasses crawl allowlist

CVE-2026-55525
7.5
EPSS 0.5%
Data ExtractionAuth BypassAgentPlugin
praisonaiagentsPatch: 1.6.58CWE-918204 ATLAS
HIGH

LangGraph Mongo: NoSQL injection exposes tenant data

CVE-2026-55253
7.7
EPSS 0.5%
Auth BypassData LeakageFrameworkAgent
langgraph-store-mongodbPatch: 0.4.0CWE-9434.1K3 ATLAS
HIGH

GeoLens: authz flaws leak private geospatial data

GHSA-p77j-g7h5-r2vw
--
Auth BypassData LeakagePrivacy ViolationTraining DataAPIRAG
geolensPatch: 1.2.4CWE-932.8K4 ATLAS
HIGH

Froxlor: stored XSS in DNS TXT record hijacks admin

CVE-2026-54347
8.7
EPSS 0.4%
Code ExecutionPrivacy ViolationFramework
froxlor/froxlorPatch: 2.3.8CWE-79514

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