⚠ Reference material — not professional advice. Test in staging, back up first, verify against your specific version. Use your own judgment for your environment.
● High · CVSS 7.2

How to Fix CVE-2026-8596: Information Disclosure in AWS

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

*By Sai Kiran Pandrala*

⚡ At a glance
SeverityCVSS 7.2 - High
Actively exploited?Not currently listed in CISA KEV
Affected2.199.0 <= 2.257.1, 3.0.0 <= 3.7.1
Fixed inSee vendor advisory
Type (CWE)CWE-312: Cleartext storage of sensitive information

What is CVE-2026-8596?

CVE-2026-8596 is an information disclosure flaw in AWS. The product returns sensitive data to a caller who should not have access, including credentials, session tokens, or configuration. Disclosure often feeds a follow-up attack chain. Vendor description: Cleartext storage of sensitive information in the ModelBuilder/Serve component in Amazon SageMaker Python SDK before v2.257.2 and v3 before v3.8.0 might allow a remote authenticated actor to extract the HMAC signing key from SageMaker API responses and forge valid integrity signatures for specially crafted model artifacts, achieving code execution in inference containers. This issue requires a remote authenticated actor with permissions to call SageMaker describe APIs and S3 write access to the model artifact path.

Why this CVE matters

Information disclosure flaws are dangerous because they make the next attack easier. Sensitive configuration, session material, or credentials leaked from one endpoint frequently power the follow-on attack that actually takes over the system.

For deployments of AWS 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 AWS'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-2026-8596

  1. Read the vendor advisory in full: https://github.com/aws/sagemaker-python-sdk/releases/tag/v2.257.2
  2. Upgrade AWS to the patched build listed in the vendor advisory.
  3. Back up the configuration (and database, where applicable) before upgrading.
  4. Apply the patch in a maintenance window. For HA pairs, upgrade the standby node first, fail over, then upgrade the former primary.
  5. 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/aws/sagemaker-python-sdk/releases/tag/v2.257.2) names the patched release as the build named in the vendor advisory (https://github.com/aws/sagemaker-python-sdk/releases/tag/v2.257.2). Pull the

fixed version through whichever ecosystem actually ships aws.


# Vendor advisory: https://github.com/aws/sagemaker-python-sdk/releases/tag/v2.257.2
# npm / pnpm / yarn
npm install aws@latest
npm ls aws

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

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

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

# Rust crates
cargo update -p aws

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


# Vendor advisory: https://github.com/aws/sagemaker-python-sdk/releases/tag/v2.257.2
# Container image: rebuild against the patched base and roll the deployment.
docker pull <your-registry>/aws:<patched-tag>
docker stop <app> && docker rm <app>
docker run -d --name <app> <your-registry>/aws:<patched-tag>

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

Linux package upgrade

The vendor advisory (https://github.com/aws/sagemaker-python-sdk/releases/tag/v2.257.2) names the patched build as the build named in the vendor advisory (https://github.com/aws/sagemaker-python-sdk/releases/tag/v2.257.2).


# 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/aws/sagemaker-python-sdk/releases/tag/v2.257.2
# 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/aws/sagemaker-python-sdk/releases/tag/v2.257.2
# 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

No official workaround exists beyond restricting network exposure to the affected component. Apply the vendor patch as the primary remediation.

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 unusually long URI paths containing traversal sequences, unexpectedly large responses from the affected endpoint, and outbound requests from the application to internal addresses or cloud-metadata endpoints. Treat any sensitive file the bug could disclose as exposed.

Frequently asked questions

Is CVE-2026-8596 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-2026-8596?

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.

How long should I plan for the upgrade?

Typical vendor-documented upgrade windows for AWS run from a few minutes to under an hour depending on cluster size. Test in a staging environment first and follow the vendor's documented HA upgrade order.

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.*