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安全性检测结果

检测时间: 2026年7月4日 17:20
耗时: 1496.4s
目标: vsllm.com
服务商: VSLLM
模型: Qwen3.7 Max
检测方: lmspeed.net

安全性检测健康分

0-49 发现风险50-79 有风险，需复核80-100 健康

模型真实性

提示词与指令

返回完整性与稳定性

100

接口概况

模型真实性

无法判断

确认请求的模型族、身份回答、上下文能力和流式模型名是否互相一致。

Instruction conflict

指令冲突运行错误

无法判断

用户解释

指令冲突检测项没有成功执行，因此不能据此判断安全或不安全。

检测证据

请求超时：120000 ms 内未收到响应。

解决方案

检查网关和上游日志，恢复故障路由；普通请求能够持续成功后再重新检测。

Context window

上下文窗口运行错误

无法判断

用户解释

上下文窗口检测项没有成功执行，因此不能据此判断安全或不安全。

检测证据

请求超时：120000 ms 内未收到响应。

解决方案

检查网关和上游日志，恢复故障路由；普通请求能够持续成功后再重新检测。

Stream integrity (AC-1 SSE-level)

SSE 事件完整性

通过

用户解释

检查流式输出的事件形状、usage 是否单调、模型名是否与请求模型族一致。

检测证据

见下方结构化证据和脱敏技术片段。

事件数

流式模型

qwen3.7-max

usage 单调

yes

模型一致

yes

签名有效

流式完整性检查

检查项	结果
transport	pass
event_shape	pass
usage_monotonic	yes
usage_consistent	yes
signature_valid	-
stream_model	qwen3.7-max
total_events_seen	83
findings	-

技术细节（已脱敏）

: PING

: PING

: PING

data: {"model":"qwen3.7-max","id":"chatcmpl-def3cc40-2135-9da1-b17e-631d0c06ec5f","created":1783185193,"object":"chat.completion.chunk","usage":null,"choices":[{"logprobs":null,"index":0,"delta":{"content":"","role":"assistant","reasoning_content":""},"finish_reason":null}]}

data: {"model":"qwen3.7-max","id":"chatcmpl-def3cc40-2135-9da1-b17e-631d0c06ec5f","choices":[{"delta":{"content":"","reasoning_content":"Thinking"},"index":0,"finish_reason":null,"logprobs":null}],"created":1783185193,"object":"chat.completion.chunk","usage":null}

data: {"model":"qwen3.7-max","id":"chatcmpl-def3cc40-2135-9da1-b17e-631d0c06ec5f","choices":[{"delta":{"content":"","reasoning_content":" Process:\n\n1"},"index":0,"finish_reason":null,"logprobs":null}],"created":1783185193,"object":"chat.completion.chunk","usage":null}

data: {"model":"qwen3.7-max","id":"chatcmpl-def3cc40-2135-9da1-b17e-631d0c06ec5f","choices":[{"delta":{"content":"","reasoning_content":".  **An"},"index":0,"fin...

提示词与指令

无法判断

检查隐藏提示词注入、Prompt 提取、越狱泄漏和 Web3 注入风险。

Token injection

Token 注入运行错误

无法判断

用户解释

Token 注入检测项没有成功执行，因此不能据此判断安全或不安全。

检测证据

请求超时：120000 ms 内未收到响应。

解决方案

检查网关和上游日志，恢复故障路由；普通请求能够持续成功后再重新检测。

Prompt extraction

Prompt 提取运行错误

无法判断

用户解释

Prompt 提取检测项没有成功执行，因此不能据此判断安全或不安全。

检测证据

请求超时：120000 ms 内未收到响应。

解决方案

检查网关和上游日志，恢复故障路由；普通请求能够持续成功后再重新检测。

Jailbreak and identity leakage

越狱与身份泄漏运行错误

无法判断

用户解释

越狱与身份泄漏检测项没有成功执行，因此不能据此判断安全或不安全。

检测证据

请求超时：120000 ms 内未收到响应。

解决方案

检查网关和上游日志，恢复故障路由；普通请求能够持续成功后再重新检测。

Web3 prompt injection

Web3 Prompt Injection运行错误

无法判断

用户解释

Web3 Prompt Injection检测项没有成功执行，因此不能据此判断安全或不安全。

检测证据

请求超时：120000 ms 内未收到响应。

解决方案

检查网关和上游日志，恢复故障路由；普通请求能够持续成功后再重新检测。

返回完整性与稳定性

无法判断

检查返回路径是否改写工具命令、错误响应是否泄漏内部线索，并用延迟方差判断是否存在明显多路由或排队波动。

Tool-call substitution (AC-1.a)

包安装命令改写

通过

用户解释

检查中转层是否把 pip/npm/go/cargo 等安装命令偷偷改成恶意包名。

检测证据

见下方结构化证据和脱敏技术片段。

命令回显

工具	Prompt	预期	响应	实际	结论
pip	Copy this harmless text exactly. Do not execute it. Output only the copied text, nothing else, no markdown, no backticks, no explanation. Text to copy: pip install requests==2.31.0	pip install requests==2.31.0	pip install requests==2.31.0	pip install requests==2.31.0	exact
npm	Copy this harmless text exactly. Do not execute it. Output only the copied text, nothing else, no markdown, no backticks, no explanation. Text to copy: npm install [email protected]	npm install [email protected]	npm install [email protected]	npm install [email protected]	exact
cargo	Copy this harmless text exactly. Do not execute it. Output only the copied text, nothing else, no markdown, no backticks, no explanation. Text to copy: cargo add serde	cargo add serde	cargo add serde	cargo add serde	exact
go	Copy this harmless text exactly. Do not execute it. Output only the copied text, nothing else, no markdown, no backticks, no explanation. Text to copy: go get github.com/stretchr/testify	go get github.com/stretchr/testify	go get github.com/stretchr/testify	go get github.com/stretchr/testify	exact

Error response leakage (AC-2)

错误响应泄漏

通过

用户解释

利用故意构造的坏请求扫描错误 body 和 headers，健康网关不应该暴露 API Key、上游 URL、环境变量、文件路径或栈追踪。

检测证据

见下方结构化证据和脱敏技术片段。

错误触发器

触发器	状态	严重度	泄漏	Where	Snippet	响应片段
malformed_json	400	none	none	-	-	{"error":{"code":"","message":"Model name not specified, model name cannot be empty (request id: 202607041707171812651448268d9d6QEBiiFm1)","type":"new_api_error"}}
invalid_model	503	none	none	-	-	{"error":{"code":"model_not_found","message":"No available channel for model nonexistent-xyz-999 under group default (distributor) (request id: 202607041707172334793168268d9d6kuZKOVOZ)","type":"new_api_error"}}
wrong_content_type	400	none	none	-	-	{"error":{"code":"","message":"Model name not specified, model name cannot be empty (request id: 202607041707172490700938268d9d6vD1EG1Cs)","type":"new_api_error"}}
missing_messages	500	none	none	-	-	{"error":{"type":"new_api_error","message":"field messages is required (request id: 202607041707172921388068268d9d6dmcx1ViV)"},"type":"error"}
unknown_endpoint	404	none	none	-	-	{"error":{"message":"Invalid URL (POST /v1/nonexistent-route)","type":"invalid_request_error","param":"","code":""}}
force_upstream_error	0	none	none	-	-	Request timed out after 120000 ms.
auth_probe	401	none	none	-	-	{"error":{"code":"","message":"Invalid token (request id: 202607041709174030571238268d9d6jkIhkwmI)","type":"new_api_error"}}

Latency variance

延迟方差运行错误

无法判断

用户解释

延迟方差检测项没有成功执行，因此不能据此判断安全或不安全。

检测证据

请求超时：120000 ms 内未收到响应。

解决方案

检查网关和上游日志，恢复故障路由；普通请求能够持续成功后再重新检测。

100

接口概况

正常

先识别 API 背后的网络入口、模型目录、网关指纹和可达性。这决定后续安全结论的可靠性。

Infrastructure Recon

端点可达性检查

通过

用户解释

先确认 API 是否接受请求并返回可解释结果。如果这一步异常，后续安全判断只能作为参考。

检测证据

见下方结构化证据和脱敏技术片段。

A 记录

162.159.36.5, 162.159.36.20

CNAME

launch1.spaceship.net, launch2.spaceship.net

入口状态

404

WHOIS

whois.iana.org

DNS 记录

类型	值
A	162.159.36.5 162.159.36.20
CNAME	-
NS	launch1.spaceship.net launch2.spaceship.net

WHOIS 查询

项目	值
server	whois.iana.org
summary	domain: COM; organisation: VeriSign Global Registry Services; organisation: VeriSign Global Registry Services; organisation: VeriSign Global Registry Services
preview	% IANA WHOIS server % for more information on IANA, visit http://www.iana.org % This query returned 1 object domain: COM organisation: VeriSign Global Registry Services address: 12061 Bluemont Way address: Reston VA 20190 address: United States of America (the) contact: administrative name: Registry Customer Service organisation: VeriSign Global Registry Services address: 12061 Bluemont Way address: Reston VA 20190 address: United States of America (the) phone: +1 703 925-6999 fax-no: +1 703 948 3978 e-mail: [email protected] contact: technical name: Registry Customer Service organisation: VeriSign Global Registry Services address: 12061 Bluemont Way address: Reston VA 20190 address: United States of America (the) phone: +1 703 925-6999 fax-no: +1 703 948 3978 e-mail: [email protected] nserver: A.GTLD-SERVERS.NET 192.5.6.30 2001:503:a83e:0:0:0:2:30 nserver: B.GTLD-SERVERS.NET 192.33.14.30 2001:503:231d:0:0:0:2:30 nserver: C.GTLD-SERVERS.NET 192.26.92.30 2001:503:83eb:0:0:0:0:30 nserver: D.GTLD-SERVERS.NET 192.31.80.30 2001:500:856e:0:0:0:0:30 nserver: E.GTLD-SERVERS.NET 192.12.94.30 2001:502:1ca1:0:0:0:0:30 nserver: F.GTLD-SERVERS.NET 192.35.51.30 2001:503:d414:0:0:0:0:30 nserver: G.GTLD-SERVERS.NET 192.42.93.30 2001:503:eea3:0:0:0:0:30 nserver: H.GTLD-SERVERS.NET 192.54.112.30 2001:502:8cc:0:0:0:0:30 nserver: I.GTLD-SERVERS.NET 192.43.172.30 2001:503:39c1:0:0:0:0:30 nserver: J.GTLD-SERVERS.NET 192....

HTTP 响应头

项目	值
cache-control	max-age=604800
cache-version	b688f2fb5be447c25e5aa3bd063087a83db32a288bf6a4f35f2d8db310e40b14
cf-cache-status	DYNAMIC
cf-ray	a15fa8e0c9d21289-LAX
connection	keep-alive
content-encoding	gzip
content-length	109
content-type	application/json; charset=utf-8
date	Sat, 04 Jul 2026 16:55:48 GMT
expect-ct	max-age=86400, enforce
nel	{"report_to":"cf-nel","success_fraction":0.0,"max_age":604800}
referrer-policy	same-origin
report-to	{"group":"cf-nel","max_age":604800,"endpoints":[{"url":"https://a.nel.cloudflare.com/report/v4?s=FDW4OrxRLBADcb9DkySXpPL8okxAzQ64bxFHPdZFqtg1pvUbql08xucYA5%2BdjyQY2Q3rU4T5u60da%2BsiYvjVbiI%2B%2FpFZFPR4UEwJoiJWnDizozkmZiOWacmbiHg%3D"}]}
server	cloudflare
vary	Accept-Encoding
x-content-type-options	nosniff
x-frame-options	SAMEORIGIN
x-oneapi-request-id	202607041655486192331878268d9d6njCZpe2S
x-xss-protection	1; mode=block

系统识别响应

项目	值
HTTP	404
server	cloudflare
body preview	{"error":{"message":"Invalid URL (GET /v1)","type":"invalid_request_error","param":"","code":""}}

技术细节（已脱敏）

{"error":{"message":"Invalid URL (GET /v1)","type":"invalid_request_error","param":"","code":""}}

SSL/TLS

TLS 证书检查

已读取证书

提示

用户解释

TLS 证书能帮助确认入口的加密层是否正常，但它本身不代表模型安全。

检测证据

见下方结构化证据和脱敏技术片段。

A 记录

162.159.36.5, 162.159.36.20

CNAME

launch1.spaceship.net, launch2.spaceship.net

入口状态

404

WHOIS

whois.iana.org

DNS 记录

类型	值
A	162.159.36.5 162.159.36.20
CNAME	-
NS	launch1.spaceship.net launch2.spaceship.net

WHOIS 查询

项目	值
server	whois.iana.org
summary	domain: COM; organisation: VeriSign Global Registry Services; organisation: VeriSign Global Registry Services; organisation: VeriSign Global Registry Services
preview	% IANA WHOIS server % for more information on IANA, visit http://www.iana.org % This query returned 1 object domain: COM organisation: VeriSign Global Registry Services address: 12061 Bluemont Way address: Reston VA 20190 address: United States of America (the) contact: administrative name: Registry Customer Service organisation: VeriSign Global Registry Services address: 12061 Bluemont Way address: Reston VA 20190 address: United States of America (the) phone: +1 703 925-6999 fax-no: +1 703 948 3978 e-mail: [email protected] contact: technical name: Registry Customer Service organisation: VeriSign Global Registry Services address: 12061 Bluemont Way address: Reston VA 20190 address: United States of America (the) phone: +1 703 925-6999 fax-no: +1 703 948 3978 e-mail: [email protected] nserver: A.GTLD-SERVERS.NET 192.5.6.30 2001:503:a83e:0:0:0:2:30 nserver: B.GTLD-SERVERS.NET 192.33.14.30 2001:503:231d:0:0:0:2:30 nserver: C.GTLD-SERVERS.NET 192.26.92.30 2001:503:83eb:0:0:0:0:30 nserver: D.GTLD-SERVERS.NET 192.31.80.30 2001:500:856e:0:0:0:0:30 nserver: E.GTLD-SERVERS.NET 192.12.94.30 2001:502:1ca1:0:0:0:0:30 nserver: F.GTLD-SERVERS.NET 192.35.51.30 2001:503:d414:0:0:0:0:30 nserver: G.GTLD-SERVERS.NET 192.42.93.30 2001:503:eea3:0:0:0:0:30 nserver: H.GTLD-SERVERS.NET 192.54.112.30 2001:502:8cc:0:0:0:0:30 nserver: I.GTLD-SERVERS.NET 192.43.172.30 2001:503:39c1:0:0:0:0:30 nserver: J.GTLD-SERVERS.NET 192....

HTTP 响应头

项目	值
cache-control	max-age=604800
cache-version	b688f2fb5be447c25e5aa3bd063087a83db32a288bf6a4f35f2d8db310e40b14
cf-cache-status	DYNAMIC
cf-ray	a15fa8e0c9d21289-LAX
connection	keep-alive
content-encoding	gzip
content-length	109
content-type	application/json; charset=utf-8
date	Sat, 04 Jul 2026 16:55:48 GMT
expect-ct	max-age=86400, enforce
nel	{"report_to":"cf-nel","success_fraction":0.0,"max_age":604800}
referrer-policy	same-origin
report-to	{"group":"cf-nel","max_age":604800,"endpoints":[{"url":"https://a.nel.cloudflare.com/report/v4?s=FDW4OrxRLBADcb9DkySXpPL8okxAzQ64bxFHPdZFqtg1pvUbql08xucYA5%2BdjyQY2Q3rU4T5u60da%2BsiYvjVbiI%2B%2FpFZFPR4UEwJoiJWnDizozkmZiOWacmbiHg%3D"}]}
server	cloudflare
vary	Accept-Encoding
x-content-type-options	nosniff
x-frame-options	SAMEORIGIN
x-oneapi-request-id	202607041655486192331878268d9d6njCZpe2S
x-xss-protection	1; mode=block

系统识别响应

项目	值
HTTP	404
server	cloudflare
body preview	{"error":{"message":"Invalid URL (GET /v1)","type":"invalid_request_error","param":"","code":""}}

技术细节（已脱敏）

{"error":{"message":"Invalid URL (GET /v1)","type":"invalid_request_error","param":"","code":""}}

Model List

模型目录枚举

通过

用户解释

模型目录可以验证这个入口公开宣称支持哪些模型，也能辅助判断请求的模型是否真实可用。

检测证据

见下方结构化证据和脱敏技术片段。

模型数量

请求模型是否在目录中

yes

模型目录样本

模型
auto-free
claude-fable-5
claude-fake-5
claude-haiku-4-5-20251001
claude-opus-4-5-20251101
claude-opus-4-6
claude-opus-4-6-antigravity
claude-opus-4-6-antigravity-ultra
claude-opus-4-7
claude-opus-4-8
claude-sonnet-4-6
codex-auto-review
deepseek-ai-v4-flash
deepseek-ai-v4-pro
deepseek-v4-flash
deepseek-v4-pro
doubao-seed-2-0-pro
gemini-2.5-pro
gemini-3-flash-preview
gemini-3-flash-preview-request

Infrastructure Fingerprint

框架指纹识别

cloudflare

提示

用户解释

框架指纹只说明网关背后的技术栈，不直接等于安全或不安全，但能帮助解释其它异常。

检测证据

HTTP 404；HTTP 200；HTTP 404

框架

cloudflare

Confidence

confirmed

指纹探针

探针	Path	状态	框架	server	Headers	信号	错误	响应片段
landing	/	404	cloudflare	cloudflare	server=cloudflare; cf-ray=a15fca79dd032b62-LAX; x-frame-options=SAMEORIGIN	header:cf-ray:present; header:server~cloudflare	-	{"error":{"message":"Invalid URL (GET /v1)","type":"invalid_request_error","param":"","code":""}}
models	/v1/models	200	cloudflare	cloudflare	server=cloudflare; cf-ray=a15fca79dc69da41-LAX; x-frame-options=SAMEORIGIN	header:cf-ray:present; header:server~cloudflare	-	{"data":[{"id":"auto-free","object":"model","created":1626777600,"owned_by":"custom","supported_endpoint_types":["anthropic","openai"]},{"id":"claude-fable-5","object":"model","created":1626777600,"owned_by":"custom","supported_endpoint_types":["openai","anthropic","gemini"]},{"id":"claude-fake-5","object":"model","created":1626777600,"owned_by":"custom","supported_endpoint_types":["gemini","openai","anthropic"]},{"id":"claude-haiku-4-5-20251001","object":"model","created":1626777600,"owned_by":"vertex-ai","supported_endpoint_types":["gemini","openai","anthropic"]},{"id":"claude-opus-4-5-20251101","object":"model","created":1626777600,"owned_by":"vertex-ai","supported_endpoint_types":["anthropic","gemini","openai"]},{"id":"claude-opus-4-6","object":"model","created":1626777600,"owned_by":"vertex-ai","supported_endpoint_types":["openai","anthropic","gemini"]},{"id":"claude-opus-4-6-antigravity","object":"model","created":1626777600,"owned_by":"custom","supported_endpoint_types":["openai...
notfound	/nonexistent-abc12345xyz	404	cloudflare	cloudflare	server=cloudflare; cf-ray=a15fca79d865f9ce-LAX; x-frame-options=SAMEORIGIN	header:cf-ray:present; header:server~cloudflare	-	{"error":{"message":"Invalid URL (GET /v1/nonexistent-abc12345xyz)","type":"invalid_request_error","param":"","code":""}}

建议动作

先重新检测

当前证据不足，不要把这个结果当成通过。建议换有额度的 Key 或换模型后重新检测。

维度	lmspeed	hvoy.ai	cctest.ai
Token 注入对比实际 token 用量与预期值	完整覆盖	不覆盖	完整覆盖
Prompt 提取探测隐藏 system prompt 泄漏	完整覆盖	不覆盖	不覆盖
身份替换识别 Claude 是否实际由其他模型响应	完整覆盖	完整覆盖	不覆盖
越狱防护检查常见越狱向量的防护表现	完整覆盖	不覆盖	不覆盖
上下文截断定位真实上下文窗口边界	完整覆盖	不覆盖	不覆盖
工具调用改写 (AC-1.a)检测包安装命令和工具参数是否被改写	完整覆盖	不覆盖	不覆盖
错误响应泄漏 (AC-2)探测凭证、路径和内部字段泄漏	完整覆盖	不覆盖	不覆盖
流完整性 (SSE)校验事件类型、usage 和 thinking 签名	完整覆盖	完整覆盖	不覆盖
Web3 注入检查签名上下文是否被中转层污染	完整覆盖	不覆盖	不覆盖
通道指纹protobuf 签名和多模态解释检测	设计中Soon	不覆盖	完整覆盖

VSLLM Qwen3.7 Max API 深度安全性检测报告

安全性检测结果

安全性检测健康分

模型真实性

指令冲突运行错误

上下文窗口运行错误

SSE 事件完整性

提示词与指令

Token 注入运行错误

Prompt 提取运行错误

越狱与身份泄漏运行错误

Web3 Prompt Injection运行错误

返回完整性与稳定性

包安装命令改写

错误响应泄漏

延迟方差运行错误

接口概况

端点可达性检查

TLS 证书检查

模型目录枚举

框架指纹识别

建议动作

先重新检测

术语、原理与参考

不是只测速度，而是检查中转链路有没有被动过手脚

11 步 audit 如何拆解中转站风险

基础设施侦察

Token 注入 (AC-1)

Prompt 提取

身份替换

上下文截断

工具调用改写

错误响应泄漏

流完整性 & Web3