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 4307 results
MEDIUMEXPLOIT AVAIL

n8n: DoS via empty filesystem URI in binary-data API

CVE-2025-49595
4.9
EPSS 0.5%
DoSAgentFramework
n8n163 ATLAS
UNKNOWNEXPLOIT AVAIL

Slack MCP: zero-click exfiltration via link unfurling

CVE-2025-34072
--
EPSS 0.4%
Prompt InjectionData ExtractionData LeakageAgentPluginAPI
6 ATLAS
HIGHEXPLOIT AVAIL

Langchain-Chatchat: path traversal exposes system files

CVE-2025-6855
8.8
EPSS 0.6%
Data ExtractionCode ExecutionFrameworkRAG
langchain-chatchatCWE-223.2K5 ATLAS
MEDIUMEXPLOIT AVAIL

Langchain-Chatchat: path traversal in file API exposes host FS

CVE-2025-6854
4.3
EPSS 0.6%
Data ExtractionData LeakageFrameworkAPIRAG
langchain-chatchatCWE-223.2K5 ATLAS
CRITICALEXPLOIT AVAIL

Langchain-Chatchat: path traversal in KB upload

CVE-2025-6853
9.8
EPSS 0.6%
Code ExecutionData ExtractionSupply ChainFrameworkRAG
langchain-chatchatCWE-223.2K5 ATLAS
MEDIUM

n8n: open redirect enables phishing via login flow

CVE-2025-49592
5.4
EPSS 0.2%
Social EngineeringAuth BypassAgentFramework
n8n165 ATLAS
CRITICALEXPLOIT AVAIL

LLaMA-Factory: RCE via unsafe checkpoint deserialization

CVE-2025-53002
9.8
EPSS 1.3%
Code ExecutionSupply ChainFrameworkModel
llamafactoryCWE-9436 ATLAS
HIGHEXPLOIT AVAIL

libssh: OOB read in SFTP handle leaks memory

CVE-2025-5318
8.1
EPSS 1.9%
Supply ChainData LeakageDoSInference
rhaiis/vllm-cuda-rhel9941 ATLAS
CRITICALEXPLOIT AVAIL

LangChain RequestsToolkit: SSRF exposes cloud metadata

CVE-2025-2828
10.0
EPSS 21.0%
Data ExtractionAuth BypassFrameworkAgent
langchainCWE-9183.2K5 ATLAS
MEDIUM

MLflow: unauthenticated SSRF in gateway proxy

CVE-2025-52967
5.8
EPSS 0.4%
Auth BypassData ExtractionFrameworkAPI
mlflowPatch: 3.1.0CWE-9186954 ATLAS
HIGHEXPLOIT AVAILSCANNER

Karel IP1211: path traversal exposes arbitrary files

CVE-2025-34023
--
EPSS 1.6%
Data LeakageAuth BypassPlugin
3 ATLAS
LOWEXPLOIT AVAIL

libxml2: xmllint shell stack overflow causes local crash

CVE-2025-6170
2.5
EPSS 0.3%
DoSCode ExecutionInferenceFramework
rhaiis/vllm-cuda-rhel9942 ATLAS
HIGH

Hive Support WP: OpenAI key theft + prompt hijack

CVE-2025-5018
7.1
EPSS 0.3%
Auth BypassData ExtractionPrompt InjectionAPIPlugin
6 ATLAS
CRITICALEXPLOIT AVAIL

llama_index: SQL injection in vector store integrations

CVE-2025-1793
9.8
EPSS 0.7%
Data ExtractionData LeakageSupply ChainFrameworkRAG
llama-indexPatch: 0.12.28CWE-892515 ATLAS
HIGHEXPLOIT AVAIL

jupyter_core: config hijack enables cross-user code exec

CVE-2025-30167
7.3
EPSS 0.2%
Code ExecutionSupply ChainData ExtractionFrameworkTraining Data
jupyter_corePatch: 5.8.1CWE-4271.9K4 ATLAS
CRITICALEXPLOIT AVAIL

LlamaIndex DuckDB: SQL injection enables file R/W and RCE

CVE-2025-1750
9.8
EPSS 0.9%
Code ExecutionData ExtractionFrameworkRAG
llama-indexCWE-892514 ATLAS
MEDIUMEXPLOIT AVAIL

vLLM: input validation DoS crashes inference worker

CVE-2025-48944
6.5
EPSS 0.6%
DoSInferenceAPIFramework
vllmCWE-20943 ATLAS
MEDIUMEXPLOIT AVAIL

vLLM: ReDoS crashes inference server via malformed regex

CVE-2025-48943
6.5
EPSS 0.5%
DoSInferenceFramework
vllmCWE-248944 ATLAS
MEDIUMEXPLOIT AVAIL

vLLM: DoS via malformed JSON schema guided param

CVE-2025-48942
6.5
EPSS 0.6%
DoSInferenceAPI
vllmCWE-248943 ATLAS
MEDIUMEXPLOIT AVAIL

vLLM: ReDoS in tool parser causes service outage

CVE-2025-48887
6.5
EPSS 0.5%
DoSInferenceAPIFramework
vllmCWE-1333943 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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