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 615 results — Active exploitation, has patch
MEDIUMEXPLOIT AVAIL

SiYuan: auth oracle leaks hidden document existence

CVE-2026-73630
5.8
EPSS 0.3%
Data LeakagePrivacy ViolationFrameworkAPI
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260731093152-c7522b8db586CWE-2033.0K2 ATLAS
HIGHEXPLOIT AVAIL

obsidian-tc: HITL approval bypass runs destructive tools

CVE-2026-115477
--
EPSS 0.4%
Auth BypassAgentPlugin
obsidian-tcPatch: 1.31.4CWE-28523 ATLAS
HIGHEXPLOIT AVAIL

virtualenv: shell injection in launcher path runs code

CVE-2026-113722
7.8
EPSS 0.3%
Code ExecutionSupply ChainFramework
virtualenvPatch: 21.14.9CWE-786.3K3 ATLAS
MEDIUMEXPLOIT AVAIL

Pillow: TIFF tile heap over-read enables DoS and memory leak

CVE-2026-112395
6.5
EPSS 0.5%
DoSData LeakageFrameworkInference
pillowPatch: 13.0.0CWE-1226.3K3 ATLAS
CRITICALEXPLOIT AVAIL

Pillow: heap overflow via lossless JPEG in thumbnail()

CVE-2026-112403
--
EPSS 0.9%
DoSCode ExecutionSupply ChainFrameworkInferenceTraining Data
PillowPatch: 13.0.0CWE-1226.3K3 ATLAS
HIGHEXPLOIT AVAIL

MLflow: path traversal allows arbitrary file write

CVE-2026-53995
8.2
EPSS 0.6%
Auth BypassSupply ChainFrameworkAPI
mlflowPatch: 3.17.2CWE-226952 ATLAS
CRITICALEXPLOIT AVAIL

Mercury: regex blocklist bypass allows unauthenticated RCE

CVE-2026-111057
10.0
EPSS 0.7%
Auth BypassCode ExecutionFrameworkPlugin
mercuryPatch: 3.2.4CWE-1853.0K4 ATLAS
HIGHEXPLOIT AVAIL

Nginx UI: missing 2FA step-up on admin mutation routes

CVE-2026-84315
8.3
EPSS 0.3%
Auth BypassAPIFramework
github.com/0xJacky/Nginx-UIPatch: 1.9.10-0.20260703131214-23d1934099b0CWE-8621.8K2 ATLAS
HIGHEXPLOIT AVAIL

Guava: unbounded deserialization allocation causes DoS

CVE-2026-102554
5.9
EPSS 0.4%
DoSFrameworkInference
com.google.guava:guavaPatch: 33.7.2CWE-4002 ATLAS
MEDIUMEXPLOIT AVAIL

Coraza WAF: octal jsDecode bug lets payloads bypass rules

CVE-2026-104774
5.8
EPSS 0.3%
Auth BypassFrameworkAPI
github.com/corazawaf/coraza/v3Patch: 3.8.0CWE-1726.3K3 ATLAS
CRITICALEXPLOIT AVAIL

PraisonAI: code injection in deploy API enables RCE

CVE-2026-62176
9.1
EPSS 0.5%
Code ExecutionSupply ChainFrameworkAgentAPI
PraisonAIPatch: 4.6.78CWE-9414 ATLAS
MEDIUMEXPLOIT AVAIL

PraisonAI Platform: authz flaw lets members delete issue links

CVE-2026-62179
6.5
EPSS 0.2%
Auth BypassAgentFrameworkAPI
praisonai-platformPatch: 0.1.9CWE-86212 ATLAS
HIGHEXPLOIT AVAIL

Coraza WAF: ARGS limit silent drop bypasses WAF rules

CVE-2026-41510
7.2
EPSS 0.4%
DoSAuth BypassAPIFramework
github.com/corazawaf/coraza/v3Patch: 3.8.1CWE-6936.3K3 ATLAS
HIGHEXPLOIT AVAIL

vm2: unhandled Promise rejection in construct trap kills host

CVE-2026-100722
8.6
EPSS 0.3%
DoSFrameworkAgentPlugin
vm2Patch: 3.12.2CWE-2483.0K3 ATLAS
HIGHEXPLOIT AVAIL

fsspec: Jinja2 SSTI in Kerchunk refs allows RCE

CVE-2026-104851
8.8
EPSS 0.5%
Code ExecutionSupply ChainFrameworkTraining Data
fsspecPatch: 2026.6.0CWE-943614 ATLAS
HIGHEXPLOIT AVAIL

vm2: unhandled host Promise rejection crashes Node host

CVE-2026-92954
8.6
EPSS 0.5%
DoSFrameworkAgentPlugin
vm2Patch: 3.11.8CWE-2483.0K3 ATLAS
HIGHEXPLOIT AVAIL

Langflow: X-Forwarded-For spoof lets users write MCP config

CVE-2026-105741
7.1
EPSS 0.2%
Auth BypassSupply ChainFrameworkAgentPlugin
langflowPatch: 1.10.3CWE-2903 ATLAS
HIGHEXPLOIT AVAIL

Langflow: cross-tenant file read via MCP resources/read

CVE-2026-105699
--
EPSS 0.3%
Data LeakageAuth BypassData ExtractionFrameworkAgentRAG
langflowPatch: 1.9.1CWE-6394 ATLAS
MEDIUMEXPLOIT AVAIL

Langflow: missing flow ownership check exposes private flows

CVE-2026-105698
5.4
EPSS 0.2%
Auth BypassData LeakageFrameworkAgent
langflow-basePatch: 0.10.1CWE-6394 ATLAS
CRITICALEXPLOIT AVAIL

Langflow: MCP stdio command injection allows host RCE

CVE-2026-105697
9.9
EPSS 0.9%
Code ExecutionAuth BypassFrameworkAgentPlugin
lfxPatch: 1.10.3CWE-786 ATLAS1 incident

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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