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 1908 results — High severity
HIGH

Coder: agent IP spoofing hijacks workspace traffic

CVE-2026-55428
8.2
EPSS 0.4%
Auth BypassPrivacy ViolationAgent
github.com/coder/coder/v2Patch: 2.34.2CWE-2856.3K
HIGH

Coder: cross-workspace agent hijack via app ID reuse

CVE-2026-55429
8.7
EPSS 0.5%
Auth BypassPrivacy ViolationAgentAPI
github.com/coder/coder/v2Patch: 2.34.2CWE-6396.3K1 ATLAS
HIGH

Coder: SSH config injection via config-ssh enables RCE

CVE-2026-55427
8.3
EPSS 0.5%
Code ExecutionSupply ChainAgent
github.com/coder/coder/v2Patch: 2.34.2CWE-746.3K2 ATLAS
HIGH

Coder: user-admin can hijack owner accounts

CVE-2026-55077
7.2
EPSS 0.6%
Auth BypassCode ExecutionAgent
github.com/coder/coder/v2Patch: 2.34.2CWE-2856.3K2 ATLAS
HIGH

Coder: OIDC auth bypass enables account takeover

CVE-2026-55075
7.4
EPSS 0.5%
Auth BypassPrivacy ViolationAgentTraining Data
github.com/coder/coder/v2Patch: 2.34.2CWE-2876.3K3 ATLAS
HIGH

Coder: OIDC type-confusion enables account takeover

CVE-2026-55076
7.4
EPSS 0.6%
Auth BypassAgentAPI
github.com/coder/coder/v2Patch: 2.34.2CWE-2876.3K3 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
HIGH

Camel: input validation flaw in LLM agent tool components

CVE-2026-49042
7.3
EPSS 0.7%
Data LeakageDoSAgentFramework
org.apache.camel:camel-spring-ai-toolsPatch: 4.18.3CWE-203.2K2 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
HIGH

n8n: authenticated RCE via Execute Command node

CVE-2025-71380
8.8
EPSS 0.6%
Code ExecutionAuth BypassAgentPlugin
n8nCWE-284163 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
HIGHEXPLOIT AVAIL

picklescan: scanner blind spot enables pickle RCE

CVE-2025-71364
8.1
EPSS 0.7%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50234 ATLAS
HIGHEXPLOIT AVAIL

picklescan: scanner bypass enables RCE via numpy eval

CVE-2025-71362
8.1
EPSS 0.4%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50234 ATLAS
HIGHEXPLOIT AVAIL

picklescan: scanner bypass enables pickle RCE

CVE-2025-71360
8.1
EPSS 0.4%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50235 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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