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

96

New This Week

25

In CISA KEV

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

Latest AI Security Threats

Showing 20 of 565 results — Medium severity, Active exploitation
MEDIUMEXPLOIT AVAIL

Transformers: path traversal via checkpoint shards

CVE-2026-75104
5.5
EPSS 0.3%
Data LeakageSupply ChainFrameworkModel
transformersCWE-229.8K3 ATLAS
MEDIUMEXPLOIT AVAIL

vLLM: SSRF/LFI bypass in MiMo-V2 multimodal input

CVE-2026-73560
6.5
EPSS 0.4%
Data ExtractionAuth BypassInferenceModel
vllmPatch: 0.26.0CWE-918943 ATLAS
MEDIUMEXPLOIT AVAIL

vLLM: integer overflow leaks other users' output

CVE-2026-73558
5.3
EPSS 0.4%
Data LeakagePrivacy ViolationInference
vllmPatch: 0.27.0CWE-190943 ATLAS
MEDIUMEXPLOIT AVAIL

vLLM: ReDoS in structured output stalls engine

CVE-2026-73556
5.3
EPSS 0.5%
DoSInference
vllmPatch: 0.26.0CWE-400943 ATLAS
MEDIUMEXPLOIT AVAIL

Flowise: API leaks decrypted credentials in plaintext

CVE-2026-73604
6.5
EPSS 0.4%
Data LeakagePrivacy ViolationAgentFramework
FlowiseCWE-2002 ATLAS
MEDIUMEXPLOIT AVAIL

Flowise: unauth TTS endpoint drains stored API keys

CVE-2026-73603
--
EPSS 0.3%
Auth BypassDoSAgentAPI
FlowiseCWE-8624 ATLAS
MEDIUMEXPLOIT AVAIL

SiYuan: authZ gap leaks private PDF annotations

CVE-2026-72808
5.8
EPSS 0.4%
Auth BypassData LeakagePrivacy ViolationFramework
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260723031702-509b35055940CWE-8623.0K2 ATLAS
MEDIUMEXPLOIT AVAIL

SiYuan: broken access control exposes private docs

CVE-2026-72799
5.8
EPSS 0.3%
Data LeakageAuth BypassPrivacy ViolationRAG
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260724112156-5bae0926b896CWE-8623.0K3 ATLAS
MEDIUMEXPLOIT AVAIL

SiYuan: missing authz leaks encrypted notebook metadata

CVE-2026-72797
5.8
EPSS 0.3%
Data LeakageAuth BypassRAG
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260724123622-8fb1b5766093CWE-8623.0K2 ATLAS
MEDIUMEXPLOIT AVAIL

SiYuan: missing authz leaks notebook metadata

CVE-2026-72790
5.8
EPSS 0.3%
Auth BypassData LeakageAPIRAG
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260726005141-9edb321eb451CWE-8623.0K1 ATLAS
MEDIUMEXPLOIT AVAIL

SiYuan: unauth info leak exposes admin workspace via getConf

CVE-2026-72788
5.8
EPSS 0.4%
Data LeakageAuth BypassPrivacy ViolationPlugin
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260812083335-251596fc0de2CWE-8633.0K2 ATLAS
MEDIUMEXPLOIT AVAIL

Ray Enterprise Translation WP plugin: broken access control

CVE-2026-14549
4.3
EPSS 0.3%
Auth BypassPlugin
Ray Enterprise Translation642
MEDIUMEXPLOIT AVAIL

Ray Translation WP: Subscribers can hijack API token

CVE-2026-14548
6.5
EPSS 0.3%
Auth BypassPluginAPI
Ray Enterprise Translation642
MEDIUMEXPLOIT AVAIL

Keras: OOM DoS via malicious .keras model load

CVE-2026-12570
5.5
EPSS 0.2%
DoSSupply ChainFrameworkModel
kerasPatch: 3.15.0CWE-7704.1K4 ATLAS
MEDIUMEXPLOIT AVAIL

openclaw-cn: symlink escape bypasses agent sandbox

CVE-2026-19008
6.3
EPSS 0.4%
Code ExecutionAuth BypassAgentPlugin
CWE-593 ATLAS
MEDIUMEXPLOIT AVAIL

openclaw-cn: broken privilege check on elevated senders

CVE-2026-19007
6.3
EPSS 0.4%
Auth BypassAgent
CWE-2662 ATLAS
MEDIUMEXPLOIT AVAIL

openclaw-cn: auth bypass in bash exec approval gate

CVE-2026-19006
6.3
EPSS 0.4%
Auth BypassCode ExecutionAgent
CWE-2852 ATLAS
MEDIUMEXPLOIT AVAIL

InnoShop: path traversal in file manager deletes files

CVE-2026-18959
5.4
EPSS 0.5%
DoSFramework
1 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: ReDoS via knowledge search DoS

CVE-2026-70493
6.5
EPSS 0.6%
DoSAgentRAG
open-webuiPatch: 0.11.0CWE-133323 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: shared tool source leaks hardcoded API keys

CVE-2026-70491
6.5
EPSS 0.5%
Data LeakageAuth BypassPluginAgent
open-webuiPatch: 0.11.0CWE-20023 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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