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 943 results — High severity, Active exploitation
HIGHEXPLOIT AVAIL

Open WebUI: revoked JWTs bypass WebSocket auth

CVE-2026-59219
7.1
EPSS 0.6%
Auth BypassData LeakageFrameworkAPI
open-webuiPatch: 0.10.0CWE-61322 ATLAS
HIGHEXPLOIT AVAIL

Cline: missing Origin check on Hub enables RCE

CVE-2026-59723
8.8
EPSS 0.2%
Auth BypassCode ExecutionAgentPlugin
clinePatch: 3.0.30CWE-34625 ATLAS
HIGHEXPLOIT AVAIL

Serena: unauth dashboard API enables RCE via memory poisoning

CVE-2026-49471
8.3
EPSS 0.4%
Auth BypassPrompt InjectionCode ExecutionAgentAPI
serena-agentPatch: 1.5.2CWE-3066 ATLAS
HIGHKEV

LiteLLM: MCP auth bypass via fabricated OAuth header

CVE-2026-59822
8.2
EPSS 0.8%
Auth BypassAPIAgentPlugin
litellmPatch: 1.84.0CWE-28763 ATLAS
HIGHEXPLOIT AVAIL

Gradio: SSRF via file_fetch() leaks cloud IAM creds

CVE-2026-59806
7.4
EPSS 0.4%
Data LeakageSocial EngineeringFrameworkAPI
gradioCWE-6017355 ATLAS
HIGHEXPLOIT AVAIL

OpenLLM: command injection via model repo name

CVE-2026-15035
7.8
EPSS 2.2%
Code ExecutionInferenceFramework
2 ATLAS
HIGHEXPLOIT AVAIL

Foxit PDF: use-after-free in attachment panel via JS page deletion

CVE-2026-57252
7.8
EPSS 0.2%
Code ExecutionDoSPlugin
HIGHEXPLOIT AVAIL

Open WebUI: stored XSS via chat 'embeds' iframe escape

CVE-2026-26193
7.3
EPSS 0.2%
Code ExecutionAuth BypassData LeakageFramework
open-webuiPatch: 0.6.44CWE-7922 ATLAS
HIGHEXPLOIT AVAIL

Open WebUI: stored XSS via citation iFrame → admin RCE

CVE-2026-26192
7.3
EPSS 0.2%
Code ExecutionData LeakageSocial EngineeringFrameworkRAG
open-webuiPatch: 0.7.0CWE-7924 ATLAS
HIGHEXPLOIT AVAIL

Open WebUI: chat XSS steals tokens, admin RCE

CVE-2025-46719
--
EPSS 0.6%
Code ExecutionAuth BypassData LeakageFrameworkPlugin
open-webuiPatch: 0.6.6CWE-7924 ATLAS
HIGHEXPLOIT AVAIL

vLLM: crafted spec-decoding request crashes GPU worker (DoS)

CVE-2026-54234
7.5
EPSS 0.6%
DoSInference
vllmPatch: 0.24.0CWE-20942 ATLAS
HIGHEXPLOIT AVAIL

Langroid: auth bypass invokes disabled tools via raw JSON

CVE-2026-54771
8.1
EPSS 0.4%
Auth BypassCode ExecutionAgentFramework
langroidPatch: 0.65.3CWE-7443 ATLAS
HIGHEXPLOIT AVAIL

fickling: denylist gaps let malicious pickles execute

CVE-2026-14534
8.8
EPSS 0.6%
Code ExecutionSupply ChainFrameworkModel
fickling625 ATLAS
HIGHEXPLOIT AVAIL

HestiaCP: cronjob flaw lets low-priv users get root

CVE-2026-12196
--
EPSS 0.4%
Auth BypassCode ExecutionFramework
1 ATLAS
HIGHEXPLOIT AVAIL

picklescan: detection bypass enables pickle RCE

CVE-2025-71375
8.1
EPSS 0.5%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50234 ATLAS
HIGHEXPLOIT AVAIL

picklescan: methodcaller bypass enables pickle RCE

CVE-2025-71373
8.1
EPSS 0.6%
Code ExecutionSupply ChainModelFramework
picklescanCWE-69334 ATLAS
HIGHEXPLOIT AVAIL

Picklescan: RCE gadget bypasses pickle safety scanner

CVE-2025-71372
8.1
EPSS 0.5%
Supply ChainCode ExecutionModel
picklescanCWE-50235 ATLAS
HIGHEXPLOIT AVAIL

picklescan misses malicious pickles via torch decoder

CVE-2025-71369
8.1
EPSS 0.6%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50234 ATLAS
HIGHEXPLOIT AVAIL

picklescan: attrgetter bypass evades malicious pickle scan

CVE-2025-71367
8.1
EPSS 0.6%
Supply ChainCode ExecutionModel
picklescanCWE-50234 ATLAS
HIGHEXPLOIT AVAIL

picklescan: scan bypass lets malicious pickle RCE

CVE-2025-71366
8.1
EPSS 0.6%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50234 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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