⚠ Reference material — not professional advice. Test in staging, back up first, verify against your specific version. Use your own judgment for your environment.
● Not verified

How to Fix CVE-2026-7304: Deserialization RCE in SGLang

Other vulnerabilities in the same area that are worth patching alongside this one:

*By Sai Kiran Pandrala*

⚡ At a glance
SeverityNot verified - see advisory
Actively exploited?Not currently listed in CISA KEV
Affected5.10
Fixed inSee vendor advisory
Type (CWE)Not verified

What is CVE-2026-7304?

CVE-2026-7304 is an unsafe deserialization in SGLang. The application accepts attacker-controlled serialized objects and reconstructs them without validating their type, so a crafted payload triggers code execution inside the running process. Unauthenticated remote code execution is the typical impact. Vendor description: SGLangs multimodal generation runtime is vulnerable to unauthenticated remote code execution when the --enable-custom-logit-processor option is enabled, as Python objects loaded via dill.loads() will be deserialized without validation.

Why this CVE matters

Deserialization bugs are a favorite of ransomware operators because they convert a single HTTP request into full code execution on the target host. Public proof-of-concept code for this CVE class typically appears within days of disclosure, and weaponized exploits follow shortly after.

For deployments of SGLang that have been exposed to the public internet during the disclosure window, the operating assumption should be that scanning has already happened. Even where exploitation has not been publicly observed, scanning for the vulnerable fingerprint is cheap and routine. Patching closes the door; log review and credential rotation close out the rest of the response.

Am I affected?

You are affected if your installation matches any of these version ranges:

Check your installed version against the list above. If you cannot determine the version, treat the system as affected and follow the upgrade path below.

Open SGLang's About dialog or run the vendor-documented version-check command. Compare the result against the affected ranges in the advisory.

How to fix CVE-2026-7304

  1. Read the vendor advisory in full: https://github.com/sgl-project/sglang/tree/main/python/sglang
  2. Upgrade SGLang to the patched build listed in the vendor advisory.
  3. Back up the configuration (and database, where applicable) before upgrading.
  4. Rotate any credentials, API keys, or session tokens that the vulnerable service touched. An unauthenticated RCE-class flaw means anything the process could see should be treated as exposed.
  5. Apply the patch in a maintenance window. For HA pairs, upgrade the standby node first, fail over, then upgrade the former primary.
  6. Restart the affected service so the patched binary loads, then verify the new version (see verification section).

Open-source library upgrade

The vendor advisory (https://github.com/sgl-project/sglang/tree/main/python/sglang) names the patched release as the build named in the vendor advisory (https://github.com/sgl-project/sglang/tree/main/python/sglang). Pull the

fixed version through whichever ecosystem actually ships sglang.


# Vendor advisory: https://github.com/sgl-project/sglang/tree/main/python/sglang
# npm / pnpm / yarn
npm install sglang@latest
npm ls sglang

# Or pin to the patched version named in the advisory
npm install sglang@<patched-version>

# pip / Poetry
pip install --upgrade "sglang"
pip show sglang | grep -i version
poetry add "sglang@^<patched-version>"

# Go modules
go get example.com/sglang@<patched-version>
go mod tidy

# Rust crates
cargo update -p sglang

# Composer
composer require vendor/sglang:^<patched-version>


# Vendor advisory: https://github.com/sgl-project/sglang/tree/main/python/sglang
# Container image: rebuild against the patched base and roll the deployment.
docker pull <your-registry>/sglang:<patched-tag>
docker stop <app> && docker rm <app>
docker run -d --name <app> <your-registry>/sglang:<patched-tag>

# Kubernetes
kubectl set image deployment/<deployment-name> <container>=<your-registry>/sglang:<patched-tag>
kubectl rollout status deployment/<deployment-name>

Linux package upgrade

The vendor advisory (https://github.com/sgl-project/sglang/tree/main/python/sglang) names the patched build as the build named in the vendor advisory (https://github.com/sgl-project/sglang/tree/main/python/sglang).


# Ubuntu / Debian
sudo apt-get update
sudo apt-get install --only-upgrade python3
dpkg -s python3 | grep -i version

# RHEL / Rocky / AlmaLinux / Fedora
sudo dnf upgrade --refresh python3 -y
rpm -q python3

# openSUSE
sudo zypper refresh && sudo zypper update python3

# Restart the service that loads the patched binary
sudo systemctl restart python3 2>/dev/null || true
sudo systemctl status python3 --no-pager 2>/dev/null || true


# Vendor advisory: https://github.com/sgl-project/sglang/tree/main/python/sglang
# Container deployments: rebuild with the patched package layer, then roll the workload.
docker pull <your-registry>/python3:<patched-tag>
docker stop <app> && docker rm <app>
docker run -d --name <app> <your-registry>/python3:<patched-tag>

# Kubernetes
kubectl set image deployment/<deployment-name> python3=<your-registry>/python3:<patched-tag>
kubectl rollout status deployment/<deployment-name>

Verify the fix landed


# Vendor advisory: https://github.com/sgl-project/sglang/tree/main/python/sglang
# 1. Compare the running version against the fixed build named above.
#    (Replace the version probe with the platform-specific command from the block above.)

# 2. Re-scan with your vulnerability scanner (Nessus, Qualys, Tenable, OpenVAS).
#    The scanner should no longer flag this CVE on the patched target.

# 3. Inspect recent service / kernel logs for crash loops or rollback events.
journalctl -u <service> --since "10 minutes ago"
dmesg --since "10 minutes ago"

If you cannot patch immediately

There is no safe runtime mitigation for deserialization flaws beyond removing exposure: block the affected endpoint at a reverse proxy or WAF and restrict access to authenticated, trusted users only. Patch as soon as possible.

How to verify the fix worked

If your installation was internet-reachable during the disclosure window, treat log review as part of the remediation rather than an optional follow-up. Look for unexpected administrator accounts in SGLang, scheduled tasks or cron jobs you did not create, new files in web-accessible directories, and outbound connections to addresses not in your baseline. Suspicious requests to the vulnerable endpoint immediately followed by successful 200-class responses with unusually large bodies are a strong indicator of exploitation.

Frequently asked questions

Is CVE-2026-7304 being exploited in the wild?

Public exploitation has not been confirmed by CISA at the time of writing. Treat the patch as time-sensitive anyway; reports often lag actual abuse.

Will a WAF or IDS rule fully mitigate CVE-2026-7304?

No. Network-layer filters can reduce noise and slow opportunistic scanners, but they will not stop a determined attacker. The vendor patch is the only durable fix.

Do I need to assume compromise if my SGLang was internet-facing and unpatched?

For an unauthenticated RCE-class flaw exposed to the public internet during the known exploitation window, yes. Review logs, rotate credentials the process could access, and look for unexpected accounts, scheduled tasks, or outbound connections.

References

*This guide was assembled from the official vendor advisory, the NVD record, and the CISA KEV catalog entry on 2026-05-25. Always confirm against the vendor advisory before applying changes in production.*