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 1295 results — High severity, no patch
HIGHEXPLOIT AVAIL

Langflow: DoS via uncontrolled resource consumption

CVE-2026-7528
7.5
EPSS 0.3%
DoSFramework
langflowCWE-4003 ATLAS
HIGH

NVIDIA Transformers4Rec: deserialization RCE

CVE-2026-24162
7.8
EPSS 0.4%
Code ExecutionSupply ChainData ExtractionFrameworkModel
CWE-5024 ATLAS
HIGH

libsolv: heap overflow via crafted .solv file

CVE-2026-48864
7.8
EPSS 0.2%
Code ExecutionSupply ChainDoSFrameworkInference
rhoai/odh-llama-stack-k8s-operator-rhel9142 ATLAS
HIGH

389-ds-base: LDAP DoS via unbounded control count

CVE-2026-9064
7.5
EPSS 0.8%
DoSFramework
3 ATLAS
HIGH

gnutls: DTLS packet-reorder bug DoS hits AI inference servers

CVE-2026-42009
7.5
EPSS 1.3%
DoSInference
rhaiis/vllm-rocm-rhel9942 ATLAS
HIGHEXPLOIT AVAIL

Bert-VITS2: path traversal exposes ML training filesystem

CVE-2026-8756
7.3
EPSS 0.5%
Data ExtractionCode ExecutionFrameworkTraining Data
CWE-224 ATLAS
HIGHEXPLOIT AVAIL

Crabbox: IDOR lets viewers hijack Code/VNC/Egress

CVE-2026-8629
8.1
EPSS 0.3%
Auth BypassCode ExecutionAgent
crabbox33 ATLAS
HIGH

Crabbox: header spoofing bypasses lease auth

CVE-2026-8621
8.8
EPSS 0.4%
Auth BypassPrivacy ViolationAgentAPI
crabbox33 ATLAS
HIGHEXPLOIT AVAIL

nnU-Net: prompt injection hijacks CI/CD triage agent

CVE-2026-44246
7.2
EPSS 0.3%
Prompt InjectionCode ExecutionAgentPlugin
claude-code5 ATLAS
HIGH

CosyVoice: RCE via unsafe torch.load() model deserialization

CVE-2026-31232
8.8
EPSS 0.5%
Supply ChainCode ExecutionModelInference
5 ATLAS
HIGH

snorkel: RCE via unsafe model deserialization

CVE-2026-31224
8.8
EPSS 0.4%
Supply ChainCode ExecutionModelFramework
snorkelCWE-50226.1K4 ATLAS
HIGH

snorkel: RCE via insecure model checkpoint loading

CVE-2026-31222
8.8
EPSS 0.4%
Code ExecutionSupply ChainModelTraining Data
snorkelCWE-50226.1K4 ATLAS
HIGH

pytorch-lightning: RCE via insecure checkpoint deserialization

CVE-2026-31221
7.8
EPSS 0.4%
Supply ChainCode ExecutionFrameworkModel
pytorch-lightningCWE-5021.7K4 ATLAS
HIGH

Crabbox: path traversal enables arbitrary file wipe

CVE-2026-45224
7.1
EPSS 0.1%
Supply ChainDoSAgent
crabbox33 ATLAS
HIGHEXPLOIT AVAIL

Crabbox: coordinator auth bypass via forged admin claim

CVE-2026-45223
8.8
EPSS 0.4%
Auth BypassAgent
crabbox34 ATLAS
HIGH

flash-attention: RCE via unsafe checkpoint deserialization

CVE-2026-31253
7.3
EPSS 0.2%
Code ExecutionSupply ChainFrameworkTraining Data
flash_attnCWE-9426.1K4 ATLAS
HIGHKEVSCANNER

LiteLLM: RCE via MCP test endpoint command injection

CVE-2026-42271
8.8
EPSS 91.4%
Code ExecutionAuth BypassFrameworkAPIInference
litellmCWE-7765 ATLAS
HIGH

LiteLLM: SSTI in prompt template endpoint enables RCE

CVE-2026-42203
8.8
EPSS 0.4%
Code ExecutionData ExtractionAPIInference
litellmCWE-133665 ATLAS
HIGH

gnutls: NUL-byte username bypasses RSA-PSK auth

CVE-2026-42010
7.1
EPSS 1.1%
Auth BypassInference
rhaiis/vllm-rocm-rhel9943 ATLAS
HIGH

OpenClaw: owner spoofing via bearer token header

CVE-2026-44118
7.8
EPSS 0.1%
Auth BypassAgentFrameworkPlugin
OpenClaw33 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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