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 943 results — High severity, Active exploitation
HIGHEXPLOIT AVAIL

jupyter-server: path traversal exposes sibling dir files

CVE-2026-5422
8.1
EPSS 4.9%
Data ExtractionCode ExecutionFrameworkTraining Data
jupyterCWE-231.9K4 ATLAS
HIGHEXPLOIT AVAIL

F5-TTS: path traversal enables arbitrary file write

CVE-2026-43624
8.2
EPSS 0.6%
Code ExecutionSupply ChainTraining DataFramework
CWE-223 ATLAS
HIGHEXPLOIT AVAIL

Poppler: PDF integer overflow enables heap RCE

CVE-2026-10118
7.8
EPSS 0.3%
Code ExecutionDoSInference
rhaiis/vllm-spyre-rhel9942 ATLAS
HIGHEXPLOIT AVAIL

praisonai-platform: member can wipe entire workspace

CVE-2026-47412
8.1
EPSS 0.5%
Auth BypassAgentFramework
praisonai-platformPatch: 0.1.4CWE-26913 ATLAS
HIGHEXPLOIT AVAIL

praisonai-platform: IDOR exposes cross-workspace tenant data

CVE-2026-47415
8.3
EPSS 0.4%
Auth BypassData ExtractionPrivacy ViolationAgentFramework
praisonai-platformPatch: 0.1.4CWE-63915 ATLAS
HIGHEXPLOIT AVAIL

praisonai-platform: IDOR enables cross-tenant comment exfil

CVE-2026-47417
8.1
EPSS 0.4%
Auth BypassData ExtractionSocial EngineeringAgentFramework
praisonai-platformPatch: 0.1.4CWE-63915 ATLAS
HIGHEXPLOIT AVAIL

praisonai-platform: IDOR exposes cross-workspace projects

CVE-2026-47418
8.1
EPSS 0.4%
Auth BypassData ExtractionAgentFramework
praisonai-platformPatch: 0.1.4CWE-63915 ATLAS
HIGHEXPLOIT AVAIL

praisonai-platform: auth bypass enables owner lockout

CVE-2026-47409
8.1
EPSS 0.3%
Auth BypassAgentFramework
praisonai-platformPatch: 0.1.4CWE-26914 ATLAS
HIGHEXPLOIT AVAIL

praisonai-platform: IDOR cross-workspace label tampering

CVE-2026-47414
7.6
EPSS 0.4%
Auth BypassData ExtractionPrivacy ViolationAgentFramework
praisonai-platformPatch: 0.1.4CWE-63914 ATLAS
HIGHEXPLOIT AVAIL

praisonai-platform: IDOR enables cross-workspace data poisoning

CVE-2026-47406
8.1
EPSS 0.4%
Auth BypassData ExtractionAgentAPI
praisonai-platformPatch: 0.1.4CWE-63914 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI Platform: member self-promotes to workspace owner

CVE-2026-47405
8.8
EPSS 0.4%
Auth BypassData LeakageAgentFramework
praisonai-platformPatch: 0.1.4CWE-28414 ATLAS
HIGHEXPLOIT AVAIL

praisonai-platform: IDOR breaks workspace tenant isolation

CVE-2026-47399
8.8
EPSS 0.4%
Auth BypassData ExtractionData LeakageAgentFramework
praisonai-platformPatch: 0.1.4CWE-28415 ATLAS
HIGHEXPLOIT AVAIL

praisonai-platform: IDOR allows full workspace takeover

CVE-2026-48169
8.8
EPSS 0.4%
Auth BypassData ExtractionPrivacy ViolationAgentFrameworkAPI
praisonai-platformPatch: 0.1.4CWE-63915 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: arbitrary file write via hidden webpage metadata

CVE-2026-47397
--
EPSS 0.5%
Prompt InjectionCode ExecutionAgentPlugin
PraisonAIPatch: 4.6.40CWE-2215 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: RCE via ungated exec_module in agent config

CVE-2026-47398
8.1
EPSS 0.5%
Code ExecutionSupply ChainAgentFramework
PraisonAIPatch: 4.6.40CWE-9415 ATLAS
HIGHEXPLOIT AVAIL

Froxlor: symlink-following grants customer root SSH access

CVE-2026-41236
8.8
EPSS 0.4%
Auth BypassCode ExecutionInferenceFramework
froxlor/froxlorPatch: 2.3.7CWE-595144 ATLAS
HIGHEXPLOIT AVAIL

Froxlor: shell whitelist bypass grants host shell access

CVE-2026-41235
--
EPSS 0.2%
Auth BypassCode ExecutionAPIInference
froxlor/froxlorPatch: 2.3.7CWE-8635144 ATLAS
HIGHEXPLOIT AVAIL

Langflow: DoS via uncontrolled resource consumption

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

LiteLLM: privilege escalation to proxy_admin via /user/update

CVE-2026-47102
8.8
EPSS 0.7%
Auth BypassData ExtractionInferenceAPI
litellmPatch: 1.83.10CWE-86365 ATLAS
HIGHEXPLOIT AVAIL

LiteLLM: RBAC bypass enables proxy admin escalation

CVE-2026-47101
8.8
EPSS 1.2%
Auth BypassData ExtractionAPIInferenceFramework
litellmPatch: 1.83.14CWE-86365 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.

Start 14-Day Free Trial