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
4,330

AI/ML CVEs Tracked

535

Critical

107

New This Week

25

In CISA KEV

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

Latest AI Security Threats

Showing 20 of 4330 results
CRITICALEXPLOIT AVAILSCANNER

Langflow: authenticated RCE enables credential theft

CVE-2026-7873
9.9
EPSS 6.2%
Code ExecutionData LeakagePrivacy ViolationFrameworkAgent
langflowPatch: 1.10.1.rc0CWE-944 ATLAS
CRITICAL

Langflow: Redis-access deserialization enables full RCE

CVE-2026-7871
9.8
EPSS 0.7%
Code ExecutionData LeakageFrameworkAgent
langflowCWE-5024 ATLAS
CRITICAL

Langflow: malformed flow nodes enable RCE

CVE-2026-7803
9.8
EPSS 0.6%
Code ExecutionFrameworkAgent
langflowCWE-203 ATLAS
CRITICALEXPLOIT AVAIL

Langflow: auth bypass in MCP transport exposes projects

CVE-2026-7663
9.8
EPSS 0.5%
Auth BypassData LeakageCode ExecutionFrameworkAgentPlugin
langflowCWE-2854 ATLAS
HIGH

Langflow: SSRF via RSS/SearXNG exposes cloud IAM creds

CVE-2026-10564
8.2
EPSS 0.4%
Prompt InjectionData ExtractionFrameworkAgentPlugin
langflowCWE-9184 ATLAS
CRITICALEXPLOIT AVAIL

Langflow: missing auth on build API leaks data, enables DoS

CVE-2026-10560
9.1
EPSS 0.5%
Auth BypassDoSData LeakageFrameworkAgent
langflowCWE-2873 ATLAS
MEDIUM

Langflow: SSRF via DNS rebinding in URL component

CVE-2026-10546
6.5
EPSS 0.2%
Data LeakageCode ExecutionFrameworkAgent
langflowCWE-9182 ATLAS
CRITICAL

Langflow: cross-tenant API credential leak via cache bug

CVE-2026-10140
9.6
EPSS 0.4%
Auth BypassData LeakageFrameworkAPI
langflowCWE-6393 ATLAS
CRITICALEXPLOIT AVAIL

Langflow: unauthenticated RCE via tool_code injection

CVE-2026-10134
10.0
EPSS 2.3%
Code ExecutionData LeakageAuth BypassFrameworkAgentPlugin
langflowCWE-945 ATLAS
HIGH

Langflow: SSRF protection bypass via redirect

CVE-2026-10129
8.5
EPSS 0.3%
Auth BypassData LeakageFrameworkAPI
langflowCWE-9183 ATLAS
MEDIUM

Sigstore TSA: unbounded metrics label DoS

CVE-2026-49835
5.9
EPSS 0.7%
DoSAPI
github.com/sigstore/timestamp-authorityCWE-7702 ATLAS
HIGHEXPLOIT AVAIL

LLaMA-Factory: RCE via malicious model path

CVE-2026-58116
8.8
EPSS 0.9%
Code ExecutionSupply ChainFrameworkModelTraining Data
llama-factoryCWE-944 ATLAS
HIGH

GLib: malformed D-Bus XML integer overflow causes DoS

CVE-2026-58016
7.5
EPSS 0.6%
DoSFrameworkInference
rhoai/odh-llama-stack-k8s-operator-rhel9142 ATLAS
MEDIUM

GLib: D-Bus cookie path traversal leaks local files

CVE-2026-58015
5.9
EPSS 0.8%
Data LeakageData ExtractionInferenceFramework
rhaiis/vllm-cuda-rhel9942 ATLAS
HIGHEXPLOIT AVAIL

GLib: off-by-one in key file parser enables DoS

CVE-2026-58014
7.3
EPSS 0.6%
DoSInferenceFramework
rhaiis/vllm-cuda-rhel9942 ATLAS
MEDIUM

GLib: buffer over-read in line reader causes DoS

CVE-2026-58013
6.5
EPSS 0.5%
DoSData LeakageInferenceFramework
rhaiis/vllm-cuda-rhel9942 ATLAS
MEDIUM

GLib: g_regex_replace RAW over-read leaks bytes, DoS

CVE-2026-58012
6.5
EPSS 0.5%
DoSData LeakageInferenceFramework
rhaiis/vllm-cuda-rhel9942 ATLAS
MEDIUMEXPLOIT AVAIL

GLib: out-of-bounds read in g_date_time_get_ymd

CVE-2026-58011
6.5
EPSS 0.5%
DoSInferenceFramework
rhaiis/vllm-cuda-rhel9942 ATLAS
MEDIUM

GLib: off-by-one read in GVariant causes DoS

CVE-2026-58010
6.5
EPSS 0.5%
DoSData LeakageInferenceFramework
rhaiis/vllm-cuda-rhel9942 ATLAS
HIGHEXPLOIT AVAIL

libarchive: RAR5 double free enables remote DoS

CVE-2026-14164
7.5
EPSS 0.8%
DoSInferenceFramework
rhaii/vllm-gaudi-rhel9943 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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