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 4307 results
CRITICALEXPLOIT AVAIL

PraisonAI: WebSocket auth bypass hijacks browser agent

CVE-2026-55536
9.1
EPSS 0.5%
Auth BypassCode ExecutionPrivacy ViolationAgentPlugin
PraisonAIPatch: 4.6.58CWE-28414 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: Origin bypass CSRF enables prompt injection

CVE-2026-55532
7.6
EPSS 0.2%
Auth BypassPrompt InjectionAgentPlugin
PraisonAIPatch: 4.6.58CWE-34615 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: auth fail-open lets unauthenticated recipe execution

CVE-2026-55533
8.2
EPSS 0.5%
Auth BypassCode ExecutionAgentAPI
PraisonAIPatch: 4.6.58CWE-28713 ATLAS
HIGH

PraisonAI: no-auth Jobs API allows arbitrary agent runs

CVE-2026-55539
8.6
EPSS 0.6%
Auth BypassData LeakageDoSAgentAPIFramework
PraisonAIPatch: 4.6.58CWE-30613 ATLAS
HIGH

PraisonAI: path traversal in agent memory allows arbitrary file write

CVE-2026-55527
7.1
EPSS 0.5%
Code ExecutionDoSAgentFramework
praisonaiagentsPatch: 1.6.58CWE-22203 ATLAS
UNKNOWNEXPLOIT AVAIL

PraisonAI: no auth on agent serve API (create/invoke)

CVE-2026-55541
--
EPSS 0.5%
Auth BypassCode ExecutionAgentAPIFramework
PraisonAIPatch: 4.6.58CWE-86213 ATLAS
MEDIUMEXPLOIT AVAIL

PraisonAI: TOCTOU SSRF in webhook validation

CVE-2026-55535
6.8
EPSS 0.3%
Data LeakageAuth BypassAgentAPI
PraisonAIPatch: 4.6.58CWE-36713 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: SSRF via race condition in webhook DNS check

CVE-2026-55537
7.1
EPSS 0.3%
Code ExecutionData LeakageAgentFramework
PraisonAIPatch: 4.6.58CWE-36712 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: missing auth allows agent execution

CVE-2026-55538
7.3
EPSS 0.4%
Auth BypassCode ExecutionAgentAPI
PraisonAIPatch: 4.6.58CWE-30612 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: symlink escape defeats workspace path checks

CVE-2026-55540
7.1
EPSS 0.4%
Data ExtractionAuth BypassAgentPlugin
PraisonAIPatch: 4.6.58CWE-2213 ATLAS
MEDIUMEXPLOIT AVAIL

PraisonAI: missing authz lets agent mass-rewrite files

CVE-2026-55530
6.1
EPSS 0.2%
Auth BypassCode ExecutionAgentFramework
praisonaiagentsPatch: 1.6.58CWE-862203 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: API key ignored, agent endpoints unauth

CVE-2026-55534
8.6
EPSS 0.5%
Auth BypassDoSAgentAPI
PraisonAIPatch: 4.6.58CWE-30613 ATLAS
HIGH

PraisonAI: SSRF bypass via DNS-rebinding hostname

CVE-2026-55526
8.5
EPSS 0.4%
Auth BypassData ExtractionAgentPlugin
praisonaiagentsPatch: 1.6.58CWE-350203 ATLAS
MEDIUMEXPLOIT AVAIL

PraisonAI: unauth memory exhaustion via MCP sessions

CVE-2026-55531
6.5
EPSS 0.5%
DoSAgent
PraisonAIPatch: 4.6.58CWE-40012 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: AgentServer auth token never enforced

CVE-2026-55528
8.2
EPSS 0.5%
Auth BypassData LeakageAgentAPI
praisonaiagentsPatch: 1.6.58CWE-306203 ATLAS
MEDIUMEXPLOIT AVAIL

PraisonAI: MCP origin-check bypass runs local tools

CVE-2026-55529
6.9
EPSS 0.2%
Auth BypassCode ExecutionAgentPlugin
PraisonAIPatch: 4.6.58CWE-30614 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: SSRF via redirect bypasses crawl allowlist

CVE-2026-55525
7.5
EPSS 0.5%
Data ExtractionAuth BypassAgentPlugin
praisonaiagentsPatch: 1.6.58CWE-918204 ATLAS
MEDIUMEXPLOIT AVAIL

Ech0: scope bypass exposes comment admin endpoints

CVE-2026-79672
5.5
EPSS 0.3%
Auth BypassFramework
CWE-862
HIGHEXPLOIT AVAIL

Ech0: scoped admin token bypass exposes full DB export

CVE-2026-79667
7.6
EPSS 0.3%
Auth BypassData LeakagePrivacy ViolationFramework
1 ATLAS
MEDIUM

vLLM: unauthenticated DoS via DeepStream decode bypass

CVE-2026-78684
5.3
EPSS 0.6%
DoSInference
vllmCWE-400943 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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