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

marked: infinite recursion DoS crashes Node.js via OOM

CVE-2026-41680
7.5
EPSS 0.3%
DoSFramework
markedPatch: 18.0.2CWE-40016.9K4 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
MEDIUMEXPLOIT AVAIL

vllm: uninitialized KV cache memory leaks inference data

CVE-2026-7141
5.6
EPSS 0.3%
Data LeakageDoSInferenceFramework
vllmPatch: 0.19.1CWE-908944 ATLAS
LOWEXPLOIT AVAIL

Ollama: path traversal in tensor model transfer handler

CVE-2026-7020
3.7
EPSS 0.9%
Data ExtractionCode ExecutionInferenceModel
ollamaCWE-221.9K4 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
HIGHEXPLOIT AVAIL

Flowise: unauth API key abuse via TTS endpoint IDOR

CVE-2026-41279
7.5
EPSS 0.3%
Auth BypassDoSData ExtractionAgentAPIFramework
flowiseCWE-6395 ATLAS
HIGHEXPLOIT AVAIL

Flowise: credential exposure in public chatflow API

CVE-2026-41278
7.5
EPSS 0.4%
Data ExtractionAuth BypassAgentFramework
flowiseCWE-2005 ATLAS
HIGHEXPLOIT AVAIL

Flowise: mass assignment enables cross-workspace IDOR

CVE-2026-41277
8.8
EPSS 3.1%
Auth BypassData ExtractionModel PoisoningAgentRAGFramework
flowiseCWE-2844 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
HIGHEXPLOIT AVAIL

Flowise: HTTP password reset link allows MITM takeover

CVE-2026-41275
7.5
EPSS 0.2%
Auth BypassData ExtractionAgentFramework
flowiseCWE-3194 ATLAS
HIGHEXPLOIT AVAIL

Flowise: auth bypass exposes OAuth 2.0 tokens

CVE-2026-41273
8.2
EPSS 0.3%
Auth BypassData ExtractionAgentFramework
flowiseCWE-3065 ATLAS
HIGHEXPLOIT AVAIL

Flowise: SSRF bypass via DNS rebinding exposes internal networks

CVE-2026-41272
7.1
EPSS 0.3%
Auth BypassData ExtractionAgentFramework
flowise5 ATLAS
HIGHEXPLOIT AVAIL

Flowise: SSRF via prompt template injection in API Chain

CVE-2026-41271
8.3
EPSS 0.2%
Prompt InjectionData ExtractionAgentFramework
flowiseCWE-9185 ATLAS
HIGHEXPLOIT AVAIL

Flowise: SSRF bypass exposes cloud metadata services

CVE-2026-41270
8.3
EPSS 0.2%
Auth BypassData ExtractionPrivacy ViolationFrameworkAgentPlugin
flowiseCWE-2845 ATLAS
HIGHEXPLOIT AVAIL

Flowise: unrestricted file upload enables persistent RCE

CVE-2026-41269
8.8
EPSS 0.5%
Code ExecutionAuth BypassData ExtractionAgentFramework
flowiseCWE-4346 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
HIGHEXPLOIT AVAIL

Flowise: unauthenticated API key exposure via chatbot config

CVE-2026-41266
7.5
EPSS 4.1%
Auth BypassData ExtractionData LeakageAgentFrameworkAPI
flowiseCWE-2006 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?

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