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
HIGHEXPLOIT AVAIL

mobile-mcp: intent injection enables device control via AI agent

CVE-2026-35394
8.3
EPSS 0.4%
Prompt InjectionCode ExecutionPrivacy ViolationAgentPlugin
@mobilenext/mobile-mcpPatch: 0.0.50CWE-93916 ATLAS
HIGHEXPLOIT AVAIL

BentoML: malicious bento archive RCE via Jinja2 SSTI

CVE-2026-35044
8.8
EPSS 0.4%
Supply ChainCode ExecutionFramework
bentomlPatch: 1.4.38CWE-1336235 ATLAS
HIGHEXPLOIT AVAIL

BentoML: cmd injection RCE on cloud build infra

CVE-2026-35043
7.8
EPSS 0.3%
Supply ChainCode ExecutionFramework
bentomlPatch: 1.4.38CWE-78235 ATLAS
HIGHEXPLOIT AVAILSCANNER

LiteLLM: auth bypass allows RCE and full takeover

CVE-2026-35029
8.8
EPSS 38.6%
Auth BypassCode ExecutionData ExtractionFrameworkAPIInference
litellmPatch: 1.83.0CWE-86366 ATLAS
HIGHEXPLOIT AVAIL

praisonaiagents: SSRF leaks cloud IAM credentials

CVE-2026-34954
8.6
EPSS 0.4%
Prompt InjectionData ExtractionAgentFramework
praisonaiagentsPatch: 1.5.95CWE-918205 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: sandbox escape via shell=True blocklist bypass

CVE-2026-34955
8.8
EPSS 0.4%
Code ExecutionPrompt InjectionAuth BypassAgentFrameworkPlugin
praisonaiPatch: 4.5.97CWE-7816 ATLAS1 incident
HIGHEXPLOIT AVAIL

PraisonAI: SSRF via api_base steals cloud IAM credentials

CVE-2026-34936
7.7
EPSS 0.4%
Data ExtractionAuth BypassSupply ChainFrameworkAPIAgent
praisonaiPatch: 4.5.90CWE-91815 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: OS command injection via run_python() shell escape

CVE-2026-34937
7.8
EPSS 0.6%
Code ExecutionPrompt InjectionAuth BypassAgentFrameworkPlugin
praisonaiagentsPatch: 1.5.90CWE-78206 ATLAS1 incident
CRITICALEXPLOIT AVAIL

praisonaiagents: sandbox bypass enables full host RCE

CVE-2026-34938
10.0
EPSS 13.4%
Code ExecutionPrompt InjectionSupply ChainAgentFrameworkPlugin
praisonaiagentsPatch: 1.5.90CWE-693207 ATLAS
HIGHEXPLOIT AVAIL

Open WebUI: access control bypass leaks Tool Valve API keys

CVE-2026-34222
7.7
EPSS 5.1%
Auth BypassData ExtractionAgentPluginFramework
open-webuiPatch: 0.8.11CWE-28525 ATLAS
MEDIUMEXPLOIT AVAIL

ONNX: symlink traversal reads host files via model loading

CVE-2026-34447
5.5
EPSS 0.3%
Supply ChainData ExtractionFrameworkModel
onnxPatch: 1.21.0CWE-221.1K5 ATLAS
HIGHEXPLOIT AVAIL

ONNX: symlink path traversal allows arbitrary file read

CVE-2026-27489
8.6
EPSS 0.6%
Supply ChainData ExtractionFrameworkModel
onnxPatch: 1.21.0CWE-231.1K5 ATLAS
CRITICALEXPLOIT AVAIL

MLflow: command injection via model_uri in mlserver mode

CVE-2026-0596
9.6
EPSS 1.4%
Code ExecutionSupply ChainFrameworkInference
mlflowPatch: 3.9.0CWE-786954 ATLAS1 incident
CRITICALEXPLOIT AVAIL

MLflow: RCE via unsanitized model dependency specs

CVE-2025-15379
10.0
EPSS 2.4%
Code ExecutionSupply ChainFramework
mlflowPatch: 3.8.1CWE-776954 ATLAS1 incident
CRITICALEXPLOIT AVAIL

MLflow: path traversal enables sandbox escape, file overwrite

CVE-2025-15036
9.6
EPSS 0.6%
Supply ChainCode ExecutionFramework
mlflowPatch: 3.9.0rc0CWE-296955 ATLAS
UNKNOWNEXPLOIT AVAIL

Langflow: server-side RCE via LLM-generated code exec

CVE-2026-33873
--
EPSS 1.5%
Code ExecutionPrompt InjectionFrameworkAgent
langflowPatch: 1.9.0CWE-946 ATLAS
HIGHEXPLOIT AVAIL

langchain-core: path traversal exposes host secrets via prompt config

CVE-2026-34070
7.5
EPSS 1.4%
Data ExtractionData LeakageFramework
langchain-corePatch: 1.2.22CWE-226.3K5 ATLAS
HIGHEXPLOIT AVAIL

@mobilenext/mobile-mcp: path traversal via AI agent tool

CVE-2026-33989
8.1
EPSS 0.5%
Prompt InjectionCode ExecutionSupply ChainAgentPlugin
@mobilenext/mobile-mcpPatch: 0.0.49CWE-2216 ATLAS
LOWEXPLOIT AVAIL

Open WebUI: IDOR exposes AI memories and private files

CVE-2026-29071
3.1
EPSS 0.3%
Auth BypassData ExtractionPrivacy ViolationRAGAgentFramework
open-webuiPatch: 0.8.6CWE-63925 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: missing authz allows cross-KB file deletion

CVE-2026-29070
5.4
EPSS 0.3%
Auth BypassDoSRAGFramework
open-webuiPatch: 0.8.6CWE-86224 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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