Severity by source
CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:L/VI:L/VA:L/SC:N/SI:N/SA:N/E:P/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X
Primary rating from NVD · only source for this CVE.
CVSS VectorNVD
CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:L/VI:L/VA:L/SC:N/SI:N/SA:N/E:P/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X
Lifecycle Timeline
8Blast Radius
ecosystem impact- 7 pypi packages depend on agentscope (6 direct, 1 indirect)
Ecosystem-wide dependent count for version 1.0.18.
DescriptionCVE.org
A weakness has been identified in modelscope agentscope up to 1.0.18. This vulnerability affects the function _process_audio_block of the file src/agentscope/agent/_agent_base.py. Executing a manipulation of the argument url can lead to server-side request forgery. It is possible to launch the attack remotely. The exploit has been made available to the public and could be used for attacks. The vendor was contacted early about this disclosure but did not respond in any way.
AnalysisAI
Modelscope AgentScope versions up to 1.0.18 contain a server-side request forgery (SSRF) vulnerability in the _process_audio_block function that allows remote unauthenticated attackers to manipulate the 'url' argument and trigger arbitrary HTTP requests from the vulnerable server. Publicly available exploit code exists, and the vendor has not responded to disclosure attempts, leaving affected deployments without an official patch.
Technical ContextAI
The vulnerability resides in the audio processing pipeline of AgentScope, specifically the _process_audio_block function in src/agentscope/agent/_agent_base.py. The root cause is improper input validation of the 'url' parameter (CWE-918: Server-Side Request Forgery), which allows attackers to craft malicious URL arguments that cause the application to make unintended HTTP requests to attacker-controlled or internal endpoints. AgentScope is a multi-agent framework built on Python that processes various data types including audio; the vulnerable code path processes audio blocks without sufficient URL sanitization. The CPE designation (cpe:2.3:a:modelscope:agentscope:*) indicates all versions up to and including 1.0.18 are affected, with no explicit upper-bound version limiting the vulnerability scope.
RemediationAI
No vendor-released patch has been identified. Given the vendor's non-response to disclosure and lack of official security updates, the primary mitigation strategies are: (1) Upgrade to AgentScope version beyond 1.0.18 if available from alternative sources or wait for community-maintained forks; (2) If upgrade is not possible, disable or restrict the _process_audio_block function entirely if audio processing is not required for your use case; (3) Implement strict network-level controls by restricting outbound HTTP/HTTPS requests from the AgentScope application to a whitelist of known-good destinations only, using firewall rules or iptables; (4) Place AgentScope behind a proxy or WAF that validates and sanitizes URL parameters passed to the audio processing endpoint, blocking requests with suspicious URL schemes (file://, gopher://, etc.) or internal IP ranges (10.0.0.0/8, 172.16.0.0/12, 192.168.0.0/16, 127.0.0.1); (5) Isolate the AgentScope deployment in a network segment with minimal access to internal services and cloud metadata endpoints. Monitor outbound connections from the application for anomalous HTTP requests. Reference the public exploit at https://gist.github.com/YLChen-007/4e589eec07446726612dc416a7d80820 and VulDB disclosure at https://vuldb.com/vuln/358241 for additional context.
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External POC / Exploit Code
Leaving vuln.today
EUVD-2026-23777