vllm-ascend-server

Warn

Audited by Socket on Apr 18, 2026

2 alerts found:

Anomalyx2
AnomalyLOW
references/launch-templates/online-serving.md

This module is a set of Bash launch scripts for vLLM inference with Ascend/NPU tuning. No overt malicious payloads (exfiltration, backdoors, credential theft, reverse shells) are present in the scripts themselves. However, the consistent use of `--trust-remote-code` creates a meaningful supply-chain/code-execution risk during model loading, and the service is exposed on 0.0.0.0 without shown access controls, increasing potential impact if upstream vulnerabilities or malicious model-associated code are present. Recommend removing/avoiding `--trust-remote-code` when possible, pinning/verifying model/code revisions, and adding authentication/firewalling or a protected reverse proxy.

Confidence: 66%Severity: 61%
AnomalyLOW
references/model_configs/qwen2.5-vl.yaml

This configuration is benign-looking and contains no explicit malicious logic, but it materially increases supply-chain risk by enabling trust_remote_code/--trust-remote-code, which can allow execution of remote repository code from the specified Hugging Face path at server startup. Additionally, the example suggests exposing the service publicly (0.0.0.0) without showing auth/network controls, increasing the impact of any downstream issues. No direct indicators of data theft, exfiltration, persistence, or obfuscation are present in this fragment.

Confidence: 68%Severity: 60%
Audit Metadata
Analyzed At
Apr 18, 2026, 03:08 AM
Package URL
pkg:socket/skills-sh/ascend-ai-coding%2Fawesome-ascend-skills%2Fvllm-ascend-server%2F@742899689266052e5fe07f0c2a0bd2d529387665
Security Audit — socket — vllm-ascend-server