CVE-2022-29791

7.5 HIGH

📋 TL;DR

This vulnerability in Huawei's HiAIserver allows attackers to bypass model weight validation, potentially compromising AI services. It affects Huawei devices running HarmonyOS with vulnerable HiAIserver components. Successful exploitation could lead to AI service manipulation or disruption.

💻 Affected Systems

Products:
  • Huawei smartphones and devices with HiAIserver
Versions: HarmonyOS versions prior to security updates in May 2022
Operating Systems: HarmonyOS
Default Config Vulnerable: ⚠️ Yes
Notes: Affects devices using HiAIserver for AI model processing; specific device models not detailed in public advisories

📦 What is this software?

⚠️ Risk & Real-World Impact

🔴

Worst Case

Complete compromise of AI services, allowing malicious model execution, data corruption, or denial of AI functionality

🟠

Likely Case

AI service disruption, degraded performance, or unauthorized model execution

🟢

If Mitigated

Limited impact with proper input validation and model verification controls

🌐 Internet-Facing: MEDIUM - Requires access to AI services but could be exploited through malicious inputs
🏢 Internal Only: HIGH - Internal AI services could be compromised by malicious models or inputs

🎯 Exploit Status

Public PoC: ✅ No
Weaponized: UNKNOWN
Unauthenticated Exploit: ✅ No
Complexity: MEDIUM

Exploitation requires ability to submit malicious model weights to HiAIserver; no public exploit code available

🛠️ Fix & Mitigation

✅ Official Fix

Patch Version: HarmonyOS security updates from May 2022 onward

Vendor Advisory: https://consumer.huawei.com/en/support/bulletin/2022/5/

Restart Required: Yes

Instructions:

1. Check for system updates in device settings 2. Install latest HarmonyOS security update 3. Reboot device 4. Verify HiAIserver version is updated

🔧 Temporary Workarounds

Disable HiAIserver if not needed

android/harmonyos

Temporarily disable HiAIserver service to prevent exploitation

adb shell pm disable com.huawei.hiaiserver

Restrict model input sources

all

Configure HiAIserver to only accept models from trusted sources

🧯 If You Can't Patch

  • Network segmentation: Isolate devices with HiAIserver from untrusted networks
  • Input validation: Implement additional validation layers for model weights before HiAIserver processing

🔍 How to Verify

Check if Vulnerable:

Check HarmonyOS version in Settings > About phone; versions before May 2022 security updates are vulnerable

Check Version:

adb shell getprop ro.build.version.security_patch

Verify Fix Applied:

Verify HarmonyOS security patch level is May 2022 or later in Settings > About phone > Build number

📡 Detection & Monitoring

Log Indicators:

  • HiAIserver crash logs
  • Unusual model loading patterns
  • Failed weight validation errors

Network Indicators:

  • Unexpected model uploads to HiAIserver endpoints
  • Abnormal AI service traffic patterns

SIEM Query:

source="hiaiserver.log" AND ("validation failed" OR "weight error" OR "model rejected")

🔗 References

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