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Ragflow CVE-2025-48187

CRITICAL
Improper Restriction of Excessive Authentication Attempts (CWE-307)
2025-05-17 cve@mitre.org
9.1
CVSS 3.1 · NVD
View

Vulnerability Assessment

Weakness
CWE
OWASP Top 10:2025
A07:2025 - Authentication Failures
ASVS 5.0
V6 - Authentication Brute-force prevention, rate limiting
Impact

CVSS score of 9.1 (CRITICAL). Attack characteristics: network attack vector, low complexity, no privileges required, no user interaction not required. Public proof-of-concept exploit code is available. EPSS exploitation probability: 0.30%.

Exploit ScenarioDerived

This vulnerability can be exploited remotely over the network. Successful exploitation could compromise the critical-severity affected system.

Act Now Prioritize within 24-48h. Why: CRITICAL severity + public POC available.
Patch available 0.3% exploitation probability (EPSS)

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AnalysisAIv1 – Mar 28, 2026

RAGFlow through 0.18.1 allows account takeover because it is possible to conduct successful brute-force attacks against email verification codes to perform arbitrary account registration, login, and. Rated critical severity (CVSS 9.1), this vulnerability is remotely exploitable, no authentication required, low attack complexity. Public exploit code available.

RemediationAI

A vendor patch is available. Apply the latest security update as soon as possible. Apply vendor patches when available. Implement network segmentation and monitoring as interim mitigations.

Affects your stack

Find out whether the stacks and servers you run are on an affected version.

Checking this CVE against your own stacks and servers is part of the Basic plan and up.

Technical ContextAI · show details

This vulnerability is classified under CWE-307. RAGFlow through 0.18.1 allows account takeover because it is possible to conduct successful brute-force attacks against email verification codes to perform arbitrary account registration, login, and password reset. Codes are six digits and there is no rate limiting. Affected products include: Infiniflow Ragflow. Version information: through 0.18.1.

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  • Exploit and PoC references, threat intelligence from 22 sources

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Severity by source

NVD PRIMARY 9.1 CRITICAL
AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:N

Primary rating from NVD · only source for this CVE.

CVSS VectorNVD

Attack Vector
Network
Attack Complexity
Low
Privileges Required
None
User Interaction
None
Scope
Unchanged
Confidentiality
High
Integrity
High
Availability
None

Lifecycle Timeline

3
Patch released
Mar 28, 2026 - 18:42 nvd
Patch available
PoC Detected
Jun 12, 2025 - 16:29 vuln.today
Public exploit code
CVE Published
May 17, 2025 - 13:15 nvd
CRITICAL 9.1

DescriptionCVE.org

RAGFlow through 0.18.1 allows account takeover because it is possible to conduct successful brute-force attacks against email verification codes to perform arbitrary account registration, login, and password reset. Codes are six digits and there is no rate limiting.

Executive ViewAI

Why It Matters

Organizations using RAGFlow through 0.18.1 face critical risk from CVE-2025-48187, a brute-force weakness vulnerability rated CVSS 9.1. Successful exploitation could critically impact the confidentiality, integrity, and availability of affected systems. Proof-of-concept code is publicly available, increasing the risk of exploitation. A patch is available and should be applied immediately given the critical severity.

Business Impact: Severe
Compensating Controls

Apply vendor patch. If immediate patching is not feasible: (1) Implement network-level access controls to limit exposure; (2) Enable enhanced monitoring and alerting; (3) Apply principle of least privilege.

Threat Intelligence Overview

EPSS Score
0.3%
Top 47% exploitable
Exploit
POC
Public exploit code exists

How this decision was reached

The engine reads each signal below and applies a fixed list of rules from top to bottom. The first rule that matches sets the recommended action – like a statement, every line is shown.

SignalValue
Severity CRITICAL
CISA KEV No
Public POC Yes
EPSS 0.3%
Patch available Yes
Active threat No
Deciding rule
CRITICAL severity + public POC available
What every action level means
Emergency Immediate action required. Criteria: CRITICAL + in CISA KEV (actively exploited) without patch, OR CRITICAL + EPSS > 30% without patch, OR CRITICAL + active threat signals without patch.
Act Now Prioritize within 24-48h. Criteria: in KEV with patch available, OR CRITICAL + public POC, OR HIGH + EPSS > 10%, OR CRITICAL + active threat, OR any CRITICAL severity.
This Week Schedule remediation this week. Criteria: HIGH severity (CVSS 7.0-8.9). Patch within normal change window.
This Month Plan within 30 days. Criteria: MEDIUM severity (CVSS 4.0-6.9), lower exploitation probability. Include in regular patch cycle.
Monitor Track and reassess. Criteria: LOW severity (CVSS 0.1-3.9), minimal exploitation risk. No immediate action needed.

SSVC AssessmentENISA

SSVC Decision· derived
Out-of-Cycle
Exploitation· derived
Poc
System Exposure· derived
Open
Automatable· derived
Yes
Human Impact
Very High

Priority Score

66
Low Medium High Critical
KEV: 0
EPSS: 0
CVSS: +46
PoC: +20
Weaponized: 0
Threat intel: 0
Gov advisory: 0

Attack Technique

Remote Code Execution represents the critical moment when an attacker successfully runs arbitrary code on a target system without physical access.

Affected Products (CPE)CVE.org

cpe:2.3:a:infiniflow:ragflow:*:*:*:*:*:*:*:*
CVE-2024-12433 CRITICAL POC
9.8 Mar 20

A vulnerability in infiniflow/ragflow versions v0.12.0 allows for remote code execution. Rated critical severity (CVSS 9

CVE-2026-24770 CRITICAL POC
9.8 Jan 27

Path traversal vulnerability in RAGFlow RAG engine version 0.23.1 allows unauthenticated attackers to read arbitrary fil

CVE-2024-12450 CRITICAL POC
9.8 Mar 20

In infiniflow/ragflow versions 0.12.0, the `web_crawl` function in `document_app.py` contains multiple vulnerabilities.

CVE-2025-27135 HIGH POC
8.9 Feb 25

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine. Rated high severity (CVSS 8.9), this vulnerabilit

CVE-2025-69286 HIGH POC
8.9 Dec 31

RAGFlow versions prior to 0.22.0 generate API keys and beta assistant/agent share tokens with a predictable scheme, lett

CVE-2024-10131 HIGH POC
8.8 Oct 19

The `add_llm` function in `llm_app.py` in infiniflow/ragflow version 0.11.0 contains a remote code execution (RCE) vulne

CVE-2025-68700 HIGH POC
8.6 Dec 31

Remote code execution in RAGFlow versions prior to 0.23.0 allows a low-privileged authenticated user (a normal login acc

CVE-2025-25282 HIGH POC
8.1 Feb 21

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. Rated high s

CVE-2024-12779 HIGH POC
7.5 Mar 20

A Server-Side Request Forgery (SSRF) vulnerability exists in infiniflow/ragflow version 0.12.0. Rated high severity (CVS

CVE-2024-53450 HIGH POC
7.5 Dec 09

RAGFlow 0.13.0 suffers from improper access control in document-hooks.ts, allowing unauthorized access to user documents

CVE-2024-12880 MEDIUM POC
6.5 Mar 20

A vulnerability in infiniflow/ragflow version RAGFlow-0.13.0 allows for partial account takeover via insecure data query

CVE-2026-45312 CRITICAL
9.9 May 29

Server-side template injection in RAGFlow 0.24.0 and earlier allows any authenticated user to execute arbitrary operatin

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