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 615 results — Active exploitation, has patch
LOWEXPLOIT AVAIL

filelock: symlink TOCTOU lets local user clobber files

CVE-2026-112941
3.3
EPSS 0.1%
Data LeakageFramework
filelockPatch: 4.2.1CWE-3676.3K1 ATLAS
MEDIUMEXPLOIT AVAIL

filelock: unverified lock-dir ownership breaks mutual exclusion

CVE-2026-112911
6.3
EPSS 0.1%
Auth BypassDoSSupply ChainFramework
filelockPatch: 4.2.1CWE-2836.3K2 ATLAS
MEDIUMEXPLOIT AVAIL

filelock: crafted lock DB hangs ReadWriteLock acquire

CVE-2026-112915
5.5
EPSS 0.2%
DoSFramework
filelockPatch: 4.2.1CWE-4006.3K2 ATLAS
MEDIUMEXPLOIT AVAIL

filelock: soft-lock stale check forgeable, double entry

CVE-2026-112939
4.7
EPSS 0.1%
Supply ChainFramework
filelockPatch: 4.2.1CWE-3456.3K1 ATLAS
LOWEXPLOIT AVAIL

filelock: symlink TOCTOU leaks file existence locally

CVE-2026-112912
2.5
EPSS 0.2%
Data LeakageFramework
filelockPatch: 4.2.1CWE-596.3K1 ATLAS
MEDIUMEXPLOIT AVAIL

filelock: renamed file truncated and chmodded by lock

CVE-2026-112909
6.1
EPSS 0.2%
Data LeakageCode ExecutionFramework
filelockPatch: 4.2.1CWE-7066.3K2 ATLAS
MEDIUMEXPLOIT AVAIL

filelock: FIFO/hard-link abuse hangs locks, corrupts files

CVE-2026-112934
6.1
EPSS 0.2%
DoSFramework
filelockPatch: 4.2.1CWE-626.3K2 ATLAS
MEDIUMEXPLOIT AVAIL

filelock: stale-lock race lets two processes hold one lock

CVE-2026-112935
4.7
EPSS 0.1%
Auth BypassFramework
filelockPatch: 4.2.1CWE-3676.3K1 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
MEDIUMEXPLOIT AVAIL

virtualenv: stale temp-cache symlink enables local code exec

CVE-2026-113713
--
EPSS 0.2%
Code ExecutionSupply ChainFramework
virtualenvPatch: 21.14.10CWE-3776.3K2 ATLAS
LOWEXPLOIT AVAIL

virtualenv: pip seeder skips wheel digest check

CVE-2026-113717
--
EPSS 0.3%
Supply ChainCode ExecutionFramework
virtualenvPatch: 21.14.9CWE-4946.3K2 ATLAS
LOWEXPLOIT AVAIL

virtualenv: wheel cache integrity bypass via forged pip output

CVE-2026-113714
--
EPSS 0.2%
Supply ChainCode ExecutionFramework
virtualenvPatch: 21.14.9CWE-3546.3K3 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
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
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
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
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

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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