Exploitation timeline
Threadlinqs has recorded 5 FlowiseAI CVEs published between and . The busiest month was 2026-08 (2 new CVEs). None of them is listed in CISA KEV yet.
Most exploited vulnerabilities
Ranked with CISA KEV listings first, then EPSS exploit probability, then CVSS score. Showing 5 of 5 tracked FlowiseAI CVEs.
- CVE-2025-59528critical 10EPSS 86.5%
- CVE-2024-31621high 7.6EPSS 59.9%
- CVE-2026-41264critical 9.8EPSS 1.8%
- CVE-2026-73487critical 9.8EPSS 1%
- CVE-2026-69255high 8.8EPSS 0.6%
Products affected
Threadlinqs normalises CPE and CNA product records across all 5 CVEs; 1 distinct FlowiseAI product is affected. The most frequently affected:
- Flowise 5 CVEs
Threat activity
6 tracked threat campaigns reference FlowiseAI products or exploit FlowiseAI CVEs:
- LLMjacking Bills Reach $1M (Mandiant/GTIG; LiteLLM CVE-2026-40217), Trezor Safe 5 Reseller Implant, SAP Flaws Weaponized Within DaysHIGH
- Metasploit 6.5.9 Wrapup: Public Exploit Modules for Citrix NetScaler (CVE-2026-88771), Cisco Secure Email Gateway (CVE-2026-76461/76443), GitLab CI/CD Regex RCE (CVE-2026-97229), OpenBullet2, Flowise, SPIP and WordPress Bug LibraryCRITICAL
- Threat actor abuses Flowise GenAI orchestration platform (CVE-2025-59528, CVE-2026-41264, CVE-2024-31621 class) and weaponizes its LLM agent for offensive reconnaissanceHIGH
- Chinese-Speaking 'Kapibala' Actor (Red Heron-Linked) Chains WordPress wp2shell, Zyxel GS1900, and Ubiquiti UniFi OS Flaws to Steal Government DataCRITICAL
- Endor Labs Discloses 14 Critical/High Vulnerabilities Across Seven AI Orchestration Platforms (NocoBase, Flowise, Langflow, Dify, Activepieces, Kestra, Apache Airflow)CRITICAL
- Qilin-Linked Campaign Exploits MCP Gateway and LLM Framework Flaws (CVE-2026-59822, CVE-2026-42271, CVE-2026-48710) for RCE and CryptominingCRITICAL
Threat actors targeting FlowiseAI
Named threat actors attributed to campaigns that involve FlowiseAI products or CVEs, with the number of linked campaigns:
How to prioritise FlowiseAI patching
This order follows the data Threadlinqs holds for FlowiseAI, not a generic severity checklist:
- No FlowiseAI CVE is in CISA KEV yet, so rank by exploit probability instead.
- Outside KEV, the highest EPSS scores are CVE-2025-59528 (86.5%), CVE-2024-31621 (59.9%), CVE-2026-41264 (1.8%).
- 3 CVEs score Critical and 2 High on CVSS v3 (maximum 10, average 9.2); sequence these after KEV and high-EPSS items.
- 3 CVEs have a public exploit or proof of concept recorded, which shortens the time from disclosure to attack.
About this data
Vendor attribution comes from the CNA and CPE product records of each CVE, folded to one vendor name; CVSS, EPSS and KEV status are read from the Threadlinqs CVE catalog; campaign and actor links come from tracked threat records. Counts reflect the data as of 2026-11-06 and refresh daily.