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 1961 results — Active exploitation
HIGHEXPLOIT AVAIL

awesome-llm-apps MCP Agent: cross-session credential theft

CVE-2026-29872
8.2
EPSS 0.3%
Data LeakageAuth BypassPrivacy ViolationAgentAPIPlugin
7 ATLAS
CRITICALEXPLOIT AVAIL

CrewAI: RCE via Docker fallback in CodeInterpreter

CVE-2026-2275
9.6
EPSS 0.5%
Code ExecutionAuth BypassAgentFrameworkPlugin
6 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
HIGHEXPLOIT AVAIL

libarchive: integer overflow in zisofs hits vllm containers

CVE-2026-5121
7.5
EPSS 1.1%
Code ExecutionData ExtractionInference
rhaiis/vllm-cuda-rhel9943 ATLAS
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
LOWEXPLOIT AVAIL

OpenUI: hard-coded LiteLLM master key credential leak

CVE-2026-4993
3.3
EPSS 0.1%
Auth BypassData ExtractionAPIInferenceFramework
CWE-2595 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
MEDIUMEXPLOIT AVAIL

smolagents: code injection via incomplete sandbox fix

CVE-2026-4963
6.3
EPSS 0.6%
Code ExecutionSupply ChainAgentFramework
smolagentsCWE-741115 ATLAS
HIGHEXPLOIT AVAIL

MLflow: broken access control exposes experiment traces

CVE-2025-15381
8.1
EPSS 0.3%
Auth BypassData ExtractionData LeakageFrameworkTraining Data
mlflowCWE-2006955 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
HIGHEXPLOIT AVAIL

Open WebUI: BOLA enables RAG poisoning via file overwrite

CVE-2026-28788
7.1
EPSS 3.0%
Auth BypassModel PoisoningPrompt InjectionRAGAPIFramework
open-webuiPatch: 0.8.6CWE-63927 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: path traversal leaks server filesystem path

CVE-2026-28786
4.3
EPSS 0.6%
Data ExtractionData LeakageFrameworkAPI
open-webuiPatch: 0.8.6CWE-2224 ATLAS
HIGHEXPLOIT AVAIL

BentoML: command injection in bentofile.yaml containerize

CVE-2026-33744
7.8
EPSS 0.3%
Code ExecutionSupply ChainFramework
bentomlPatch: 1.4.37CWE-94235 ATLAS
HIGHEXPLOIT AVAIL

OpenClaw: path traversal in media parsing leaks secrets

CVE-2026-32846
7.5
EPSS 0.7%
Data LeakageData ExtractionAgent
OpenClawCWE-2233 ATLAS1 incident
MEDIUMEXPLOIT AVAIL

Wallos: SSRF allows internal network access

CVE-2026-33401
6.5
EPSS 0.3%
Data ExtractionAuth BypassPrivacy ViolationInferenceAPI
CWE-9184 ATLAS
HIGHEXPLOIT AVAILSCANNER

langflow: Path Traversal enables file access

CVE-2026-33497
7.5
EPSS 19.6%
Data ExtractionAuth BypassFrameworkAgent
langflowPatch: 1.7.1CWE-225 ATLAS
HIGHEXPLOIT AVAIL

langflow: Access Control bypass enables privilege escalation

CVE-2026-33484
7.5
EPSS 5.9%
Auth BypassData ExtractionPrivacy ViolationFrameworkAPI
langflowPatch: 1.9.0CWE-2845 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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