CVE-2026-32859: CWE-79 Improper neutralization of input during web page generation ('cross-site scripting') in Bytedance Inc. DeerFlow
CVE-2026-32859 is a stored cross-site scripting (XSS) vulnerability in ByteDance Inc. 's DeerFlow product, affecting versions prior to commit 5dbb362. The flaw exists in the artifacts API, where attackers can upload malicious HTML or script content as artifacts. When users view these artifacts, the malicious scripts execute in their browsers, potentially leading to session hijacking, credential theft, and arbitrary script execution. The vulnerability requires low privileges and user interaction but no authentication or complex conditions. It has a CVSS 4. 0 base score of 5. 1, indicating medium severity. No known exploits are currently reported in the wild. Organizations using DeerFlow should prioritize patching and implement strict input validation and content sanitization to mitigate risks.
AI Analysis
Technical Summary
CVE-2026-32859 is a stored cross-site scripting (XSS) vulnerability identified in ByteDance Inc.'s DeerFlow product, specifically affecting versions prior to the commit 5dbb362. The vulnerability resides in the artifacts API, which improperly neutralizes input during web page generation, allowing attackers to upload malicious HTML or script content as artifacts. When legitimate users access these artifacts, the embedded malicious scripts execute within their browser context. This execution can lead to session compromise, credential theft, and arbitrary script execution, enabling attackers to perform actions on behalf of the victim or steal sensitive information. The vulnerability is classified under CWE-79, indicating improper input neutralization. According to the CVSS 4.0 vector, the attack vector is network-based (AV:N), with low attack complexity (AC:L), no privileges required (PR:L), and requires user interaction (UI:P). The vulnerability does not impact confidentiality, integrity, or availability directly (VC:N, VI:N, VA:N), but the scope is limited (SC:L) and impacts security requirements (SI:L). No known exploits have been reported in the wild, and no official patches or mitigation links are provided yet. The vulnerability highlights the importance of secure input validation and output encoding in web applications, especially in APIs handling user-supplied content that is rendered in browsers.
Potential Impact
The primary impact of CVE-2026-32859 is on the confidentiality and integrity of user sessions and data within organizations using DeerFlow. Successful exploitation can lead to session hijacking, allowing attackers to impersonate legitimate users and access sensitive information or perform unauthorized actions. Credential theft can facilitate further compromise of organizational systems. Arbitrary script execution can also enable attackers to deploy additional malicious payloads or manipulate application behavior. Although the vulnerability does not directly affect system availability, the resulting compromise can lead to reputational damage, regulatory penalties, and operational disruptions. Organizations with DeerFlow deployments, especially those handling sensitive or critical data, face increased risk of targeted attacks exploiting this vulnerability. The medium CVSS score reflects moderate risk, but the ease of exploitation and potential for significant user impact necessitate prompt remediation.
Mitigation Recommendations
To mitigate CVE-2026-32859, organizations should first apply any available patches or updates from ByteDance addressing this vulnerability, specifically updating DeerFlow to versions including or beyond commit 5dbb362. In the absence of official patches, implement strict input validation and sanitization on the artifacts API to reject or neutralize any HTML or script content. Employ output encoding techniques to ensure that any user-supplied content rendered in browsers cannot execute as code. Deploy Content Security Policy (CSP) headers to restrict the execution of unauthorized scripts within the application context. Monitor logs and user activity for signs of exploitation attempts or unusual behavior related to artifact uploads and views. Educate users about the risks of interacting with untrusted content and encourage cautious behavior when accessing artifacts. Additionally, consider isolating or sandboxing artifact viewing components to limit the impact of potential script execution. Regularly review and update security controls and conduct penetration testing focused on XSS vulnerabilities in web-facing APIs.
Affected Countries
China, United States, India, Singapore, United Kingdom, Germany, Brazil, Japan, South Korea, Australia
CVE-2026-32859: CWE-79 Improper neutralization of input during web page generation ('cross-site scripting') in Bytedance Inc. DeerFlow
Description
CVE-2026-32859 is a stored cross-site scripting (XSS) vulnerability in ByteDance Inc. 's DeerFlow product, affecting versions prior to commit 5dbb362. The flaw exists in the artifacts API, where attackers can upload malicious HTML or script content as artifacts. When users view these artifacts, the malicious scripts execute in their browsers, potentially leading to session hijacking, credential theft, and arbitrary script execution. The vulnerability requires low privileges and user interaction but no authentication or complex conditions. It has a CVSS 4. 0 base score of 5. 1, indicating medium severity. No known exploits are currently reported in the wild. Organizations using DeerFlow should prioritize patching and implement strict input validation and content sanitization to mitigate risks.
AI-Powered Analysis
Machine-generated threat intelligence
Technical Analysis
CVE-2026-32859 is a stored cross-site scripting (XSS) vulnerability identified in ByteDance Inc.'s DeerFlow product, specifically affecting versions prior to the commit 5dbb362. The vulnerability resides in the artifacts API, which improperly neutralizes input during web page generation, allowing attackers to upload malicious HTML or script content as artifacts. When legitimate users access these artifacts, the embedded malicious scripts execute within their browser context. This execution can lead to session compromise, credential theft, and arbitrary script execution, enabling attackers to perform actions on behalf of the victim or steal sensitive information. The vulnerability is classified under CWE-79, indicating improper input neutralization. According to the CVSS 4.0 vector, the attack vector is network-based (AV:N), with low attack complexity (AC:L), no privileges required (PR:L), and requires user interaction (UI:P). The vulnerability does not impact confidentiality, integrity, or availability directly (VC:N, VI:N, VA:N), but the scope is limited (SC:L) and impacts security requirements (SI:L). No known exploits have been reported in the wild, and no official patches or mitigation links are provided yet. The vulnerability highlights the importance of secure input validation and output encoding in web applications, especially in APIs handling user-supplied content that is rendered in browsers.
Potential Impact
The primary impact of CVE-2026-32859 is on the confidentiality and integrity of user sessions and data within organizations using DeerFlow. Successful exploitation can lead to session hijacking, allowing attackers to impersonate legitimate users and access sensitive information or perform unauthorized actions. Credential theft can facilitate further compromise of organizational systems. Arbitrary script execution can also enable attackers to deploy additional malicious payloads or manipulate application behavior. Although the vulnerability does not directly affect system availability, the resulting compromise can lead to reputational damage, regulatory penalties, and operational disruptions. Organizations with DeerFlow deployments, especially those handling sensitive or critical data, face increased risk of targeted attacks exploiting this vulnerability. The medium CVSS score reflects moderate risk, but the ease of exploitation and potential for significant user impact necessitate prompt remediation.
Mitigation Recommendations
To mitigate CVE-2026-32859, organizations should first apply any available patches or updates from ByteDance addressing this vulnerability, specifically updating DeerFlow to versions including or beyond commit 5dbb362. In the absence of official patches, implement strict input validation and sanitization on the artifacts API to reject or neutralize any HTML or script content. Employ output encoding techniques to ensure that any user-supplied content rendered in browsers cannot execute as code. Deploy Content Security Policy (CSP) headers to restrict the execution of unauthorized scripts within the application context. Monitor logs and user activity for signs of exploitation attempts or unusual behavior related to artifact uploads and views. Educate users about the risks of interacting with untrusted content and encourage cautious behavior when accessing artifacts. Additionally, consider isolating or sandboxing artifact viewing components to limit the impact of potential script execution. Regularly review and update security controls and conduct penetration testing focused on XSS vulnerabilities in web-facing APIs.
Technical Details
- Data Version
- 5.2
- Assigner Short Name
- VulnCheck
- Date Reserved
- 2026-03-16T18:11:41.760Z
- Cvss Version
- 4.0
- State
- PUBLISHED
Threat ID: 69c68d533c064ed76fb2aba6
Added to database: 3/27/2026, 1:59:47 PM
Last enriched: 3/27/2026, 2:15:01 PM
Last updated: 3/27/2026, 3:08:04 PM
Views: 16
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