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 4307 results
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
LOWEXPLOIT AVAIL

virtualenv: line-boundary injection alters pyvenv.cfg

CVE-2026-113715
--
EPSS 0.2%
Supply ChainCode ExecutionFramework
virtualenvPatch: 21.14.9CWE-936.3K1 ATLAS
MEDIUMEXPLOIT AVAIL

virtualenv: path traversal in seed cleanup deletes files

CVE-2026-113719
4.5
EPSS 0.2%
Supply ChainFramework
virtualenvPatch: 21.14.9CWE-226.3K2 ATLAS
MEDIUM

LangGraph CLI: deploy --verbose leaks registry token in logs

CVE-2026-115885
5.4
EPSS 0.1%
Data LeakageSupply ChainFrameworkAgent
langgraphCWE-5324.1K3 ATLAS
MEDIUMEXPLOIT AVAILSCANNER

MLflow: unsafe scorer deserialization enables SSRF

CVE-2026-115886
6.5
EPSS 0.7%
Auth BypassData LeakageFrameworkAPIInference
mlflowPatch: 3.17.0CWE-4706953 ATLAS
MEDIUM

LangGraph stores: namespace label injection crosses tenants

CVE-2026-115883
--
EPSS 0.3%
Auth BypassData LeakageFrameworkAgent
langgraphCWE-204.1K3 ATLAS
MEDIUMEXPLOIT AVAIL

filelock: soft-lock inode-reuse race allows double lock

CVE-2026-112906
4.7
EPSS 0.2%
Supply ChainFramework
filelockPatch: 4.2.1CWE-6946.3K2 ATLAS
MEDIUM

filelock: symlink race in stale-lock restore links files

CVE-2026-112914
5.3
EPSS 0.2%
Data LeakageSupply ChainFramework
filelockPatch: 4.2.1CWE-596.3K2 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
MEDIUM

FastMCP: post-transform authorization skip exposes tools

GHSA-7xgj-8392-5q4r
6.8
Auth BypassData LeakageFrameworkAgentPlugin
fastmcp-slimPatch: 3.4.10CWE-8621.8K3 ATLAS
HIGH

Strands Agents SDK: A2A session leak across callers

CVE-2026-115419
8.1
EPSS 0.4%
Data LeakageAuth BypassAgentFramework
CWE-4884 ATLAS
HIGH

virtualenv: bash prompt injection allows command execution

CVE-2026-115586
--
EPSS 0.3%
Code ExecutionSupply ChainFramework
virtualenvPatch: 21.14.13CWE-781.9K3 ATLAS
MEDIUM

Zephyr RTOS: predictable DHCPv4 xid enables gateway/DNS hijack

CVE-2026-79980
5.6
EPSS 0.2%
Social EngineeringDoSData LeakageFrameworkInference
2 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
MEDIUMEXPLOIT AVAIL

SiYuan: auth oracle leaks hidden document existence

CVE-2026-73630
5.8
EPSS 0.3%
Data LeakagePrivacy ViolationFrameworkAPI
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260731093152-c7522b8db586CWE-2033.0K2 ATLAS
MEDIUM

SiYuan: hidden-tier docs leak via AV backlinks API

CVE-2026-73049
5.8
EPSS 0.3%
Data LeakageAuth BypassFrameworkAPI
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260730150429-5b42614311b0CWE-8635142 ATLAS
MEDIUM

SiYuan: publish storage endpoint leaks admin context

GHSA-xp3q-r38w-vgqm
5.8
Data LeakageAuth BypassPrivacy ViolationFrameworkAPI
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260729005258-4daee87d4152CWE-8633.0K3 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
MEDIUM

Goobi viewer: Solr injection exposes restricted records

CVE-2026-55465
5.3
EPSS 0.3%
Data LeakageAuth BypassFrameworkAPI
CWE-892 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

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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