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.

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

Latest AI Security Threats

Showing 20 of 1346 results — Active exploitation, no patch
CRITICALEXPLOIT AVAIL

picklescan: blocklist bypass enables full RCE

CVE-2026-3490
10.0
EPSS 0.8%
Supply ChainCode ExecutionModelFramework
picklescanCWE-18335 ATLAS
CRITICALEXPLOIT AVAIL

picklescan: scanner bypass enables RCE via model files

CVE-2025-71325
9.8
EPSS 0.6%
Supply ChainCode ExecutionModelFramework
picklescan34 ATLAS
CRITICALEXPLOIT AVAIL

picklescan: ctypes bypass enables full RCE via pickle files

CVE-2025-71323
9.8
EPSS 1.0%
Supply ChainCode ExecutionFrameworkModel
picklescan35 ATLAS
HIGHEXPLOIT AVAIL

PickleScan: pty.spawn bypass enables RCE in model scans

CVE-2025-71322
8.8
EPSS 0.4%
Supply ChainCode ExecutionModelFramework
PickleScanCWE-69335 ATLAS
CRITICALEXPLOIT AVAIL

picklescan: blocklist bypass allows arbitrary file write/RCE

CVE-2025-71321
9.8
EPSS 0.8%
Supply ChainCode ExecutionDoSFrameworkModelTraining Data
picklescan34 ATLAS
CRITICALEXPLOIT AVAIL

picklescan: deny-list bypass enables arbitrary RCE

CVE-2025-71320
9.8
EPSS 0.8%
Supply ChainCode ExecutionModelFramework
picklescan34 ATLAS
HIGHEXPLOIT AVAIL

stable-diffusion.cpp: heap overflow in .ckpt model parser

CVE-2026-47749
7.8
EPSS 0.2%
Supply ChainCode ExecutionModelInference
CWE-1224 ATLAS
MEDIUMEXPLOIT AVAIL

stable-diffusion.cpp: OOB read crash via crafted .ckpt file

CVE-2026-47748
5.5
EPSS 0.2%
Supply ChainDoSModelInference
CWE-1253 ATLAS
HIGHEXPLOIT AVAIL

stable-diffusion.cpp: .ckpt heap overflow enables RCE

CVE-2026-47747
7.8
EPSS 0.2%
Supply ChainCode ExecutionModelInference
4 ATLAS
HIGHEXPLOIT AVAIL

stable-diffusion.cpp: heap overflow via crafted .ckpt model

CVE-2026-47750
7.8
EPSS 0.2%
Supply ChainCode ExecutionModelInference
5 ATLAS
HIGHEXPLOIT AVAIL

ChromaDB: RCE via trust_remote_code in collection update

CVE-2026-45833
8.8
EPSS 0.3%
Code ExecutionSupply ChainRAGFramework
chromadbCWE-941.9K6 ATLAS
UNKNOWNEXPLOIT AVAIL

QuestBot: resource exhaustion via unlimited ticket creation

CVE-2026-49347
--
EPSS 0.3%
DoSAPI
CWE-7702 ATLAS
CRITICALEXPLOIT AVAIL

Boxlite: OCI symlink traversal enables host RCE

CVE-2026-46703
9.6
EPSS 0.5%
Supply ChainCode ExecutionAgentInference
boxliteCWE-225 ATLAS
MEDIUMEXPLOIT AVAIL

draw.io: stored XSS executes JS via crafted diagram file

CVE-2026-46642
6.1
EPSS 0.2%
Code ExecutionData ExtractionFramework
CWE-794 ATLAS
HIGHEXPLOIT AVAIL

Flowise: mass-assignment allows cross-workspace takeover

CVE-2026-46480
8.8
EPSS 0.3%
Auth BypassData ExtractionAgentFramework
flowise4 ATLAS
HIGHEXPLOIT AVAIL

Flowise: mass assignment cross-workspace takeover

CVE-2026-46479
8.8
EPSS 0.3%
Auth BypassData ExtractionFrameworkAgent
flowise3 ATLAS
HIGHEXPLOIT AVAIL

Flowise: mass-assignment allows cross-workspace data takeover

CVE-2026-46478
8.8
EPSS 0.3%
Auth BypassData LeakageModel PoisoningAgentFrameworkRAG
flowiseCWE-9154 ATLAS
HIGHEXPLOIT AVAIL

Flowise: mass-assignment cross-workspace dataset takeover

CVE-2026-46477
8.8
EPSS 0.3%
Auth BypassData ExtractionData LeakageAgentFrameworkRAG
flowiseCWE-9155 ATLAS
HIGHEXPLOIT AVAIL

Flowise: mass assignment enables cross-workspace takeover

CVE-2026-46476
8.8
EPSS 0.3%
Auth BypassData ExtractionAgentFramework
flowiseCWE-9154 ATLAS
HIGHEXPLOIT AVAIL

Flowise: mass-assignment enables workspace takeover

CVE-2026-46475
8.8
EPSS 0.3%
Auth BypassData ExtractionAgentFramework
flowise4 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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