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CVE-2026-24903— OrcaStatLLM Researcher Stored Cross-Site Scripting (XSS) via Log Message Injection in Session Page

Quick assessment

Affected
AlgoNetLab OrcaStatLLM-Researcher
Exploitation
No confirmed in-the-wild exploitation; assess based on exposure
Recommended action
Check the vendor advisory and references for a fixed version. If immediate upgrade is impossible, restrict exposure and increase monitoring.

OrcaStatLLM Researcher是AlgoNet Lab开源的一个基于大模型的研究论文生成器。 OrcaStatLLM Researcher存在跨站脚本漏洞，该漏洞源于会话页面的日志消息对恶意研究主题输入处理不当，可能导致存储型跨站脚本攻击。

AI Predicted 6.1 Difficulty: Moderate EPSS 0.16% · P6
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I. Basic Information for CVE-2026-24903

Vulnerability Information
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Vulnerability Title
OrcaStatLLM Researcher Stored Cross-Site Scripting (XSS) via Log Message Injection in Session Page
Source: CVE Program / CVE List V5
Vulnerability Description
OrcaStatLLM Researcher is an LLM Based Research Paper Generator. A Stored Cross-Site Scripting (XSS) vulnerability was discovered in the Log Message in the Session Page in OrcaStatLLM-Researcher that allows attackers to inject and execute arbitrary JavaScript code in victims' browsers through malicious research topic inputs.
Source: CVE Program / CVE List V5
CVSS Information
CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:N/VI:N/VA:N/SC:L/SI:L/SA:N
Source: CVE Program / CVE List V5
Vulnerability Type
在Web页面生成时对输入的转义处理不恰当(跨站脚本)
Source: CVE Program / CVE List V5
Vulnerability Title
OrcaStatLLM Researcher 跨站脚本漏洞
Source: CNNVD (China National Vulnerability Database)
Vulnerability Description
OrcaStatLLM Researcher是AlgoNet Lab开源的一个基于大模型的研究论文生成器。 OrcaStatLLM Researcher存在跨站脚本漏洞，该漏洞源于会话页面的日志消息对恶意研究主题输入处理不当，可能导致存储型跨站脚本攻击。
Source: CNNVD (China National Vulnerability Database)
CVSS Information
N/A
Source: CNNVD (China National Vulnerability Database)
Vulnerability Type
N/A
Source: CNNVD (China National Vulnerability Database)

Affected Products

Vendor Product Affected Versions CPE Subscribe
AlgoNetLab OrcaStatLLM-Researcher <= 1 -

II. Public POCs for CVE-2026-24903

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III. Intelligence Information for CVE-2026-24903

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Vendor Advisories for CVE-2026-24903 (1)

IV. Related Vulnerabilities

Same weakness: CWE-79

V. Comments for CVE-2026-24903

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