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
4,331

AI/ML CVEs Tracked

535

Critical

108

New This Week

25

In CISA KEV

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

Latest AI Security Threats

Showing 20 of 366 results — Critical severity, no patch
CRITICALEXPLOIT AVAIL

ChromaDB: pre-auth RCE via trust_remote_code injection

CVE-2026-45829
10.0
EPSS 15.1%
Code ExecutionAuth BypassSupply ChainRAGFrameworkAgent
chromadbCWE-941.9K6 ATLAS
CRITICALEXPLOIT AVAIL

Crabbox: env-var allowlist leaks secrets to remote exec

CVE-2026-8634
9.1
EPSS 1.0%
Supply ChainCode ExecutionData LeakageAgentFramework
crabbox35 ATLAS
CRITICAL

guardrails-ai: RCE via malicious Hub package manifest

CVE-2026-31233
9.8
EPSS 0.6%
Supply ChainCode ExecutionFrameworkPlugin
guardrails-aiCWE-94785 ATLAS
CRITICAL

mamba: RCE via unsafe torch.load() on model load

CVE-2026-31239
9.8
EPSS 0.4%
Supply ChainCode ExecutionFrameworkModel
mamba-ssmCWE-50226.1K5 ATLAS
CRITICAL

Ludwig: RCE via unsafe pickle deserialization in model serve

CVE-2026-31238
9.8
EPSS 0.5%
Code ExecutionSupply ChainFrameworkModelInference
ludwigCWE-50226.1K4 ATLAS
CRITICAL

ART: torch.load() RCE via insecure deserialization

CVE-2026-31229
9.8
EPSS 0.6%
Supply ChainCode ExecutionFrameworkModel
4 ATLAS
CRITICAL

torch-checkpoint: unsafe pickle deserialization RCE

CVE-2026-31214
9.8
EPSS 0.5%
Code ExecutionSupply ChainModelTraining Data
4 ATLAS
CRITICALEXPLOIT AVAIL

Flowise: SSRF in agent tools bypasses security wrapper

CVE-2026-43995
9.8
EPSS 0.4%
Code ExecutionData ExtractionAuth BypassAgentFrameworkPlugin
flowise5 ATLAS
CRITICALEXPLOIT AVAIL

cline: WebSocket auth bypass enables terminal RCE

CVE-2026-44211
9.6
EPSS 0.2%
Auth BypassCode ExecutionData LeakageAgentPlugin
clineCWE-30627 ATLAS
CRITICALKEVSCANNER

LiteLLM: SQL injection exposes LLM API credentials

CVE-2026-42208
9.8
EPSS 89.4%
Auth BypassData ExtractionSupply ChainAPIInference
litellmCWE-8965 ATLAS
CRITICAL

OpenClaw: TOCTOU symlink race escapes OpenShell sandbox

CVE-2026-44112
9.6
EPSS 7.3%
Code ExecutionSupply ChainAgentFrameworkPlugin
OpenClaw34 ATLAS1 incident
CRITICAL

Ollama: heap OOB read leaks API keys and chat data

CVE-2026-7482
9.1
EPSS 2.2%
Data ExtractionData LeakageAuth BypassInferenceModel
ollama1.9K5 ATLAS
CRITICALEXPLOIT AVAIL

Ollama: path traversal + unsigned update = silent RCE

CVE-2026-42249
9.8
EPSS 1.0%
Code ExecutionSupply ChainInference
ollamaCWE-221.9K4 ATLAS
CRITICALEXPLOIT AVAIL

Ollama: silent auto-update bypasses signature check on Windows

CVE-2026-42248
9.8
EPSS 0.7%
Supply ChainCode ExecutionInference
ollamaCWE-4941.9K5 ATLAS
CRITICALEXPLOIT AVAIL

Flowise: Cypher injection via GraphCypherQAChain node

CVE-2026-41274
9.8
EPSS 0.5%
Data ExtractionCode ExecutionAgentFramework
flowiseCWE-9435 ATLAS
CRITICALEXPLOIT AVAIL

KTransformers: pickle RCE via unauthenticated ZMQ socket

CVE-2026-26210
9.8
EPSS 0.7%
Code ExecutionAuth BypassInferenceFramework
ktransformers9.8K4 ATLAS
CRITICALEXPLOIT AVAIL

Flowise: auth bypass enables full account takeover via reset

CVE-2026-41276
9.8
EPSS 6.9%
Auth BypassData ExtractionCode ExecutionAgentFramework
flowiseCWE-2875 ATLAS
CRITICALEXPLOIT AVAIL

Flowise: unauthenticated RCE via NODE_OPTIONS env injection

CVE-2026-41268
9.8
EPSS 17.4%
Code ExecutionAuth BypassAgentFramework
flowise6 ATLAS
CRITICALEXPLOIT AVAIL

Flowise: mass assignment auth bypass in registration

CVE-2026-41267
9.8
EPSS 0.3%
Auth BypassData ExtractionPrivacy ViolationAgentFramework
flowiseCWE-6395 ATLAS
CRITICALEXPLOIT AVAIL

Flowise: RCE via prompt injection in Airtable Agent

CVE-2026-41265
9.8
EPSS 0.6%
Prompt InjectionCode ExecutionAgentFramework
flowise7 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.

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