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

MONAI: code execution via Auto3DSeg algo_object.json

CVE-2026-119578
7.8
EPSS 0.6%
Code ExecutionSupply ChainFrameworkTraining Data
monaiCWE-4701283 ATLAS
HIGHEXPLOIT AVAIL

Rembg: unauthenticated path traversal leaks files

CVE-2026-115924
8.6
EPSS 0.4%
Data ExtractionSupply ChainData LeakageFrameworkAPIInference
rembgPatch: 2.0.82CWE-221.1K5 ATLAS
HIGHEXPLOIT AVAIL

virtualenv: GBK quote bypass in xonsh activation enables RCE

CVE-2026-113718
--
EPSS 0.2%
Code ExecutionSupply ChainFramework
virtualenvPatch: 21.14.9CWE-946.3K3 ATLAS
HIGHEXPLOIT AVAIL

virtualenv: prompt injection enables shell command execution

CVE-2026-113723
--
EPSS 0.2%
Code ExecutionSupply ChainFramework
virtualenvPatch: 21.14.9CWE-786.3K3 ATLAS
HIGHEXPLOIT AVAIL

filelock: SQLite symlink redirect enables file overwrite

CVE-2026-112940
7.1
EPSS 0.2%
Supply ChainDoSFrameworkTraining Data
filelockPatch: 4.2.1CWE-596.3K2 ATLAS
HIGHEXPLOIT AVAIL

SiYuan: WebSocket auth bypass leaks live event stream

CVE-2026-73054
7.5
EPSS 0.4%
Auth BypassData LeakageFrameworkAPI
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260731131820-67bc300b6ea6CWE-2873.0K3 ATLAS
HIGHEXPLOIT AVAIL

HF Datasets: pickle deserialization RCE via pandas builder

CVE-2026-57845
8.8
EPSS 0.5%
Code ExecutionSupply ChainFrameworkTraining Data
datasetsCWE-5022.8K4 ATLAS
HIGHEXPLOIT AVAIL

obsidian-tc: HITL approval bypass runs destructive tools

CVE-2026-115477
--
EPSS 0.4%
Auth BypassAgentPlugin
obsidian-tcPatch: 1.31.4CWE-28523 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: unauthenticated A2U event streaming exposed

CVE-2026-57146
7.5
EPSS 0.5%
Auth BypassData LeakageData ExtractionAgentFrameworkAPI
praisonaiCWE-20013 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: sandbox fails open, bypassing FS/network limits

CVE-2026-57144
8.8
EPSS 0.2%
Code ExecutionData LeakageAgentFramework
praisonaiCWE-26614 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: recipe policy bypass self-approves shell tool

CVE-2026-57142
7.8
EPSS 0.2%
Code ExecutionAuth BypassSupply ChainAgentFrameworkPlugin
praisonaiCWE-7814 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: shell injection in agent file tools allows RCE

CVE-2026-57117
8.8
EPSS 0.6%
Code ExecutionPrompt InjectionAgentFrameworkPlugin
praisonaiCWE-7814 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: SSRF via webhook DNS rebinding bypass

CVE-2026-57114
7.2
EPSS 0.3%
Auth BypassData LeakageFrameworkAgentAPI
praisonaiCWE-36713 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: stored XSS in approval dashboard forces tool approval

CVE-2026-56840
8.8
EPSS 0.4%
Auth BypassPrompt InjectionCode ExecutionAgentFrameworkPlugin
PraisonAICWE-7914 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: recipe run_stream skips dangerous-tool policy

CVE-2026-56838
7.8
EPSS 0.1%
Code ExecutionSupply ChainAuth BypassAgentFrameworkPlugin
PraisonAICWE-7814 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: unauthenticated recipe server exposes admin

CVE-2026-56836
8.2
EPSS 0.3%
Auth BypassAgentFrameworkAPI
PraisonAICWE-28714 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: Slack app_mention bypasses access policy

CVE-2026-56835
8.3
EPSS 0.2%
Auth BypassData LeakageAgentFrameworkPlugin
PraisonAICWE-86214 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: path traversal in artifact tools leaks files

CVE-2026-56834
7.5
EPSS 0.4%
Data ExtractionData LeakagePrompt InjectionAgentFrameworkPlugin
PraisonAICWE-2216 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: Discord approval bypass allows tool call hijack

CVE-2026-56832
8.8
EPSS 0.1%
Auth BypassCode ExecutionAgentFramework
PraisonAICWE-34513 ATLAS
HIGHEXPLOIT AVAIL

virtualenv: shell injection in launcher path runs code

CVE-2026-113722
7.8
EPSS 0.3%
Code ExecutionSupply ChainFramework
virtualenvPatch: 21.14.9CWE-786.3K3 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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