[![Logo](https://www.paloaltonetworks.com/wp-content/uploads/2021/07/PANW_Parent.png)](https://www.paloaltonetworks.com/)  
[![Unit42 Logo](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/unit42-logo-white.svg)](https://unit42.paloaltonetworks.com/)  
Menu

* [Tools](https://unit42.paloaltonetworks.com/tools/)
* [ATOMs](https://unit42.paloaltonetworks.com/atoms/)
* [Security Consulting](https://www.paloaltonetworks.com/unit42)
* [About Us](https://unit42.paloaltonetworks.com/about-unit-42/)
* [**Under Attack?**](https://start.paloaltonetworks.com/contact-unit42.html)
* [Threat Research Center](https://unit42.paloaltonetworks.com "Threat Research")
* [Insights](https://unit42.paloaltonetworks.com/category/insights/ "Insights")
* [Cloud Cybersecurity Research](https://unit42.paloaltonetworks.com/category/cloud-cybersecurity-research/ "Cloud Cybersecurity Research")  
  [Cloud Cybersecurity Research](https://unit42.paloaltonetworks.com/category/cloud-cybersecurity-research/)

# Responding to Cloud Incidents: A Step-by-Step Guide From the 2025 Unit 42 Global Incident Response Report

![Clock Icon](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-clock.svg) 5 min read  
Related Products  
[![Cortex icon](https://unit42.paloaltonetworks.com/wp-content/uploads/2024/06/cortex_RGB_logo_Icon_Color.png)Cortex](https://unit42.paloaltonetworks.com/product-category/cortex/ "Cortex")[![Cortex XSIAM icon](https://unit42.paloaltonetworks.com/wp-content/uploads/2024/06/cortex_RGB_logo_Icon_Color.png)Cortex XSIAM](https://unit42.paloaltonetworks.com/product-category/cortex-xsiam/ "Cortex XSIAM")[![Unit 42 Incident Response icon](https://unit42.paloaltonetworks.com/wp-content/uploads/2024/06/unit42_RGB_logo_Icon_Color.png)Unit 42 Incident Response](https://unit42.paloaltonetworks.com/product-category/unit-42-incident-response/ "Unit 42 Incident Response")

* ![Profile Icon](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-profile-grey.svg)  
  By:
  
  * [Margaret Kelley](https://unit42.paloaltonetworks.com/author/margaret-kelley/)

* ![Published Icon](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-calendar-grey.svg)  
  Published:October 7, 2025

* ![Tags Icon](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-category.svg)  
  Categories:
  
  * [Cloud Cybersecurity Research](https://unit42.paloaltonetworks.com/category/cloud-cybersecurity-research/)
  * [General](https://unit42.paloaltonetworks.com/category/general/)
  * [Insights](https://unit42.paloaltonetworks.com/category/insights/)

* ![Tags Icon](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-tags-grey.svg)  
  Tags:
  
  * [Cloud Infrastructure Protection](https://unit42.paloaltonetworks.com/tag/cloud-infrastructure-protection/)
  * [Cloud Security](https://unit42.paloaltonetworks.com/tag/cloud-security/)
  * [Unit 42 Incident Response Report](https://unit42.paloaltonetworks.com/tag/unit-42-incident-response-report/)

* [![Download Icon](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-download.svg)](https://unit42.paloaltonetworks.com/responding-to-cloud-incidents/?pdf=download&lg=en&_wpnonce=279fa6c5e6 "Click here to download")

* [![Print Icon](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-print.svg)](https://unit42.paloaltonetworks.com/responding-to-cloud-incidents/?pdf=print&lg=en&_wpnonce=279fa6c5e6 "Click here to print")

Share![Down arrow](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/down-arrow.svg)

* ![Link Icon](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-share-link.svg)
* [![Link Email](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-sms.svg)](mailto:?subject=Responding%20to%20Cloud%20Incidents:%20A%20Step-by-Step%20Guide%20From%20the%202025%20Unit%2042%20Global%20Incident%20Response%20Report&body=Check%20out%20this%20article%20https%3A%2F%2Funit42.paloaltonetworks.com%2Fresponding-to-cloud-incidents%2F "Share in email")
* [![Facebook Icon](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-fb-share.svg)](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Funit42.paloaltonetworks.com%2Fresponding-to-cloud-incidents%2F "Share in Facebook")
* [![LinkedIn Icon](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-linkedin-share.svg)](https://www.linkedin.com/sharing/share-offsite/?url=https%3A%2F%2Funit42.paloaltonetworks.com%2Fresponding-to-cloud-incidents%2F&title=Responding%20to%20Cloud%20Incidents:%20A%20Step-by-Step%20Guide%20From%20the%202025%20Unit%2042%20Global%20Incident%20Response%20Report "Share in LinkedIn")
* [![Twitter Icon](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-twitter-share.svg)](https://twitter.com/intent/tweet?url=https%3A%2F%2Funit42.paloaltonetworks.com%2Fresponding-to-cloud-incidents%2F&text=Responding%20to%20Cloud%20Incidents:%20A%20Step-by-Step%20Guide%20From%20the%202025%20Unit%2042%20Global%20Incident%20Response%20Report "Share in Twitter")
* [![Reddit Icon](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-reddit-share.svg)](https://www.paloaltonetworks.com//www.reddit.com/submit?url=https%3A%2F%2Funit42.paloaltonetworks.com%2Fresponding-to-cloud-incidents%2F&ts=markdown "Share in Reddit")
* [![Mastodon Icon](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-mastodon-share.svg)](https://mastodon.social/share?text=Responding%20to%20Cloud%20Incidents:%20A%20Step-by-Step%20Guide%20From%20the%202025%20Unit%2042%20Global%20Incident%20Response%20Report%20https%3A%2F%2Funit42.paloaltonetworks.com%2Fresponding-to-cloud-incidents%2F "Share in Mastodon")
  Cloud incidents like ransomware attacks and account compromise can bring operations to a halt and create a situation in which costs, reputation and customer trust are at stake.

What happens when your cloud environment falls under attack? How do you mitigate organizational impact step by step?

[Unit 42 helps cybersecurity pros](https://www.paloaltonetworks.com/unit42/about) understand how cloud investigations differ from traditional incidents, and what matters most when time is critical.

## Scope and Mindset for Cloud Investigations

According to the [Unit 42 2025 Global Incident Response Report](https://www.paloaltonetworks.com/resources/research/unit-42-incident-response-report), 29% of incident investigations conducted in 2024 involved cloud or SaaS environments. One in five incidents involved threat actors adversely impacting cloud environments and assets. With entire business models relying on cloud-native architecture, it is vital to protect cloud surfaces.

Traditional incident investigations focus heavily on endpoints and network activity, so cloud investigations require a mindset shift. When cloud environments are breached, investigations primarily focus on investigating identities, misconfigurations and service interactions.

[Unit 42 Cloud Incident Response](https://www.paloaltonetworks.com/unit42/respond/cloud-incident-response) begins each investigation by asking several questions:

* What is the overall impact?
* What logs do we have or lack?
* Are identity/service misuse, automated actions or API exploitation contributing factors?

We'll now go through the process, step by step.

## Step 1: Triage and Scoping

Cloud investigations begin with triage and scoping. Investigators will do two things:

* **Establish a timeline.** When did the abnormal activity begin? How was it detected? Is it ongoing?
* **Determine what cloud assets are involved.**  
  Does the incident involve virtual machines? What about [identity and access management](https://www.paloaltonetworks.com/cyberpedia/what-is-identity-and-access-management) (IAM), cloud storage, containers, etc.?

Log gaps can be a major challenge due to misconfigurations or retention issues. Incident responders often uncover these problems during an engagement, which can be too late and obfuscate threat actor activity.

**Tip:** Before any incidents occur, ensure you'll have the data to investigate breaches properly:

1. Enable logging within the CSP and retain the data for a minimum of 90 days.
2. Enable additional logs specifically for tracking activity against your most sensitive resources.
3. Ensure these logs are properly stored and encrypted to prevent any data loss if they are accessed by unauthorized parties.
4. Centralize logs and apply machine learning and AI to correlate alerts.

## Step 2: Evidence Collection

Once the incident has been triaged, evidence collection begins for investigators:

* Collect audit logs, resource-specific logs and snapshots.
  * These can provide details on what resources the attacker can access.
* Work with teams to capture volatile artifacts before they disappear.
  * Cloud environments are [fast-moving and ephemeral](https://www.paloaltonetworks.com/blog/cloud-security/cortex-cloud-third-wave-cnapp-innovation/), so anything that could assist the investigation needs to specifically be saved.
* Image cloud virtual machines (VMs) or containers.
  * These images involve taking snapshots of virtual machines and their attached volumes.

This evidence enables understanding the attack and speedy remediation.

"In one investigation, the organization successfully mitigated an attack, only to be compromised again a short time later. Our investigators discovered that threat actors had automated exploitation of a vulnerability within a service used within the organization's cloud-based products. By combining this with using anti-forensic techniques to hide activity, the threat actor was able to regain access to the organization and its clients even after internal teams appeared to have successfully removed them."

\--*2025 Unit 42 Global Incident Response Report*, page 12

## Step 3: Identity and Role Forensics

The majority of cloud breaches begin with compromised and overpermissioned identities. Bad actors gaining access to one admin-level account could wipe out business data or infrastructure. They could even provide themselves more SSH certificates or keys to enable attack persistence.

Attackers often use legitimate credentials. Behavioral baselining and anomaly detection via user and entity behavior analytics ([UEBA](https://www.paloaltonetworks.com/blog/2020/01/cloud-ueba/)) or Cortex XSIAM® is key.

During this step, the Unit 42 team will investigate:

* IAM configurations
* Assume-role patterns
* Federated login logs
* Privilege escalation attempts

One red flag investigators search for is excessive or unexpected identity hopping. Tracing how permissions are passed between identities, services or accounts is challenging but important.

## Step 4: Uncovering Lateral Movement and Persistence

Cloud environments are often interconnected with the same set of credentials, depending on the architecture. Once inside, cloud-native lateral movement might involve attackers moving across regions, services or identities. Resource sprawl, the third-party ecosystem, as well as other factors can make these advancements difficult to detect.

Living-off-the-land (LotL) and modify-the-land (MtL) techniques also help them evade detection, because they abuse existing resources rather than import new, malicious ones (like malware).

To detect these attacks, teams must detect anomalies, not just signatures. That requires establishing a baseline of behavior. Once a baseline is achieved, you can flag unusual API calls, new role assumptions or atypical access patterns that are beyond failed logins.

## Step 5: Containment, Eradication and Recovery

This step of a cloud incident investigation can be broken down into three parts:

### Containment of Compromised Assets

Containment needs to be fast and surgical to avoid alerting the attacker or impacting production/operations. Investigators will revoke credentials, restrict IAM permissions and quarantine virtual machines, preferably all at once.

### Eradication of Attacker Persistence

All possible sources of attacker persistence identified above need to be blocked. Eradication includes identifying persistence mechanisms, validating configuration changes and revoking tokens or rotating credentials.

### Recovery of Business Operations

Recovery involves validating the integrity of cloud services, along with patching and monitoring exploited attack vectors.

For faster incident containment and recovery, Unit 42 has several recommendations:

* Enable and centralize logs.
* Define various cloud IR playbooks.
* Prepare cloud sandboxes for forensics.

## Learn from Past Experiences to Secure Future Environments

Ensure the tools to gather images and logs are set up along with your cloud environment, so you always have the evidence needed to investigate the cause of a breach. Understand the roles and identities involved, look for signs of attacker persistence and then contain and eradicate the intrusion. Once the attack is stopped, your security experts should analyze the data to identify the attack vector and close it.

Institutionalize lessons learned from previous incidents. As cloud adoption increases so will cloud-native attacks. Unit 42 can help you take a proactive stance against cloud attacks. Our approach identifies root causes and uses lessons learned, so clients increase their resiliency.

* **Gain visibility:** Get a complete picture of where your organization stands with our [Unit 42 Cloud Security Assessment](https://www.paloaltonetworks.com/unit42/assess/cloud-security-assessment), which includes an analysis of cloud threat trends and adversaries related to your business and technology.
* **Adopt zero trust:** Taking incremental [steps toward zero trust](https://www.paloaltonetworks.com/cyberpedia/what-is-a-zero-trust-for-the-cloud) is pivotal to shrinking your cloud's attack surface. Our [Unit 42 Zero Trust Advisory](https://www.paloaltonetworks.com/unit42/transform/zero-trust-advisory) helps you see where you stand today and helps you adopt a modern cybersecurity approach that eliminates implicit trust.
* **Get elite backup:** With a [Unit 42 Retainer](https://www.paloaltonetworks.com/unit42/retainer), our experts become an extension of your team. We'll be on speed dial in case of an incident, and we'll help you achieve a proactive stance against tomorrow's threats.

Ready to fortify your cloud defenses? Read the [2025 Global Incident Response Report for](https://www.paloaltonetworks.com/resources/research/unit-42-incident-response-report) key insights from 500+ Unit 42 IR cases last year to help you better navigate the changing threat landscape.

## Key Takeaways:

1. **Cloud incidents are increasing and require a shift in investigation mindset:** Cloud and SaaS environments are increasingly targeted in incident investigations (29% in 2024), necessitating a focus on identities, misconfigurations and service interactions rather than traditional endpoints and network activity.
2. **Proactive logging and evidence collection are crucial:** To effectively respond to cloud incidents, organizations must enable and centralize logs, retain data for a minimum of 90 days, and collect volatile artifacts and virtual machine images promptly. Log gaps due to misconfigurations or retention issues can significantly hinder investigations.
3. **Identity and lateral movement are key areas of focus for attackers:** The majority of cloud breaches begin with compromised identities. Attackers often use legitimate credentials and employ "living-off-the-land" and "modify-the-land" techniques to move laterally and maintain persistence. Detecting these attacks requires behavioral baselining and anomaly detection.
   Back to top

### Tags

* [Cloud Infrastructure Protection](https://unit42.paloaltonetworks.com/tag/cloud-infrastructure-protection/ "Cloud Infrastructure Protection")
* [Cloud Security](https://unit42.paloaltonetworks.com/tag/cloud-security/ "Cloud Security")
* [Unit 42 Incident Response Report](https://unit42.paloaltonetworks.com/tag/unit-42-incident-response-report/ "Unit 42 Incident Response Report")  
  [Threat Research Center](https://unit42.paloaltonetworks.com "Threat Research") [Next: TOTOLINK X6000R: Three New Vulnerabilities Uncovered](https://unit42.paloaltonetworks.com/totolink-x6000r-vulnerabilities/ "TOTOLINK X6000R: Three New Vulnerabilities Uncovered")

### Table of Contents

* 

### Related Articles

* [Inside the Modern SOC: The Identity Front Door](https://unit42.paloaltonetworks.com/soc-identity-front-door/ "article - table of contents")
* [AI, Automation and Attacks: Unpacking the Unit 42 2026 Global Incident Response Report](https://unit42.paloaltonetworks.com/ai-insights-incident-response-report/ "article - table of contents")
* [Inside the Modern SOC: The 72-Minute Race](https://unit42.paloaltonetworks.com/soc-72-minute-race/ "article - table of contents")

## Related Resources

![Pictorial representation of a woman in glasses viewing a reflection of a monitor screen. The reflection features multicolored numbers, arrows, and graphs.](https://unit42.paloaltonetworks.com/wp-content/uploads/2026/09/07_Opinion_Overview_1920x900-1-786x368.jpg)  
[![category icon](https://unit42.paloaltonetworks.com/wp-content/uploads/2025/08/Insights-icon-white.svg)Insights](https://unit42.paloaltonetworks.com/category/insights/) September 2, 2026 [#### An AI-Assisted Cyber Attack: Inside a Unit 42 Investigation](https://unit42.paloaltonetworks.com/ai-assisted-cyber-attack-inside-a-unit-42-investigation/)

* [Agentic AI](https://unit42.paloaltonetworks.com/tag/agentic-ai/ "Agentic AI")

* [Frontier AI](https://unit42.paloaltonetworks.com/tag/frontier-ai/ "Frontier AI")  
  [Read now ![Right arrow](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-right-arrow-withtail.svg)](https://unit42.paloaltonetworks.com/ai-assisted-cyber-attack-inside-a-unit-42-investigation/ "An AI-Assisted Cyber Attack: Inside a Unit 42 Investigation")  
  ![New research reveals that AI safety refusal lives in a thin neural layer, highlighting the critical need for external, multi-layered security.](https://unit42.paloaltonetworks.com/wp-content/uploads/2026/08/02_General_Overview_1920x900-786x368.jpg)  
  [![category icon](https://unit42.paloaltonetworks.com/wp-content/uploads/2025/08/Insights-icon-white.svg)Insights](https://unit42.paloaltonetworks.com/category/insights/) August 28, 2026 [#### Perturbation Probing: A New Diagnostic for the Fragility of LLM Safety](https://unit42.paloaltonetworks.com/perturbation-probing-llm-safety/)

* [AI](https://unit42.paloaltonetworks.com/tag/ai/ "AI")

* [Jailbreak](https://unit42.paloaltonetworks.com/tag/jailbreak/ "Jailbreak")

* [LLM](https://unit42.paloaltonetworks.com/tag/llm/ "LLM")  
  [Read now ![Right arrow](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-right-arrow-withtail.svg)](https://unit42.paloaltonetworks.com/perturbation-probing-llm-safety/ "Perturbation Probing: A New Diagnostic for the Fragility of LLM Safety")  
  ![Pictorial representation of a male individual viewing multiple monitor screens. The blurred background indicates a female indiviual in the back, also viewing multiple monitor screens.](https://unit42.paloaltonetworks.com/wp-content/uploads/2026/08/09_Myth-Busting_Category_1505x922-718x440.jpg)  
  [![category icon](https://unit42.paloaltonetworks.com/wp-content/uploads/2025/08/Insights-icon-white.svg)Insights](https://unit42.paloaltonetworks.com/category/insights/) August 21, 2026 [#### Connecting the Dots: Securing the Overlooked Corners of the Software Development Lifecycle (SDLC) Supply Chain](https://unit42.paloaltonetworks.com/sdlc-supply-chain/)

* [ChainDrop](https://unit42.paloaltonetworks.com/tag/chaindrop/ "ChainDrop")

* [Npm packages](https://unit42.paloaltonetworks.com/tag/npm-packages/ "npm packages")

* [Software supply-chain attack](https://unit42.paloaltonetworks.com/tag/software-supply-chain-attack/ "software supply-chain attack")  
  [Read now ![Right arrow](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-right-arrow-withtail.svg)](https://unit42.paloaltonetworks.com/sdlc-supply-chain/ "Connecting the Dots: Securing the Overlooked Corners of the Software Development Lifecycle (SDLC) Supply Chain")  
  ![Pictorial representation of large-scale credential attacks. A vibrant city skyline at night, with tall skyscrapers and glowing digital beams extending into the sky, suggesting advanced technology and connectivity.](https://unit42.paloaltonetworks.com/wp-content/uploads/2026/06/07_Vulnerabilities_1920x900-1-786x368.jpg)  
  [![category icon](https://unit42.paloaltonetworks.com/wp-content/uploads/2024/07/top-threats.svg)High Profile Threats](https://unit42.paloaltonetworks.com/category/top-cyberthreats/) August 18, 2026 [#### Threat Brief: Mitigating Large-Scale Credential Attacks (Updated August 18)](https://unit42.paloaltonetworks.com/large-scale-credential-attacks/)

* [Credential theft](https://unit42.paloaltonetworks.com/tag/credential-theft/ "credential theft")  
  [Read now ![Right arrow](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-right-arrow-withtail.svg)](https://unit42.paloaltonetworks.com/large-scale-credential-attacks/ "Threat Brief: Mitigating Large-Scale Credential Attacks (Updated August 18)")  
  ![Pictorial representation of a group of people interacting with a dynamic 3D holographic display of colorful, undulating data waves on a table.](https://unit42.paloaltonetworks.com/wp-content/uploads/2025/09/11_Myth-Busting_Overview_1920x900-786x368.jpg)  
  [![category icon](https://unit42.paloaltonetworks.com/wp-content/uploads/2025/08/Insights-icon-white.svg)Insights](https://unit42.paloaltonetworks.com/category/insights/) August 4, 2026 [#### The Frontier AI Vulnerability Burst: Industrializing Autonomous Zero-Day Discovery in Open-Source Software](https://unit42.paloaltonetworks.com/frontier-ai-vulnerability-burst/)

* [AI](https://unit42.paloaltonetworks.com/tag/ai/ "AI")

* [Frontier AI](https://unit42.paloaltonetworks.com/tag/frontier-ai/ "Frontier AI")

* [Vulnerability Exploitation](https://unit42.paloaltonetworks.com/tag/vulnerability-exploitation/ "Vulnerability Exploitation")  
  [Read now ![Right arrow](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-right-arrow-withtail.svg)](https://unit42.paloaltonetworks.com/frontier-ai-vulnerability-burst/ "The Frontier AI Vulnerability Burst: Industrializing Autonomous Zero-Day Discovery in Open-Source Software")  
  ![Pictorial representation of WebAuthn. A person wearing glasses with computer code reflected in the lenses. The focus is on the eye, and the code is clear and detailed.](https://unit42.paloaltonetworks.com/wp-content/uploads/2026/07/06_Myth-Busting_Overview_1920x900-786x368.jpg)  
  [![category icon](https://unit42.paloaltonetworks.com/wp-content/uploads/2025/08/Insights-icon-white.svg)Insights](https://unit42.paloaltonetworks.com/category/insights/) July 2, 2026 [#### How We Added WebAuthn to a Browser-Based RDP Client](https://unit42.paloaltonetworks.com/webauthn-added-to-browser-based-rdp/)

* [IDA Pro](https://unit42.paloaltonetworks.com/tag/ida-pro/ "IDA Pro")

* [Microsoft](https://unit42.paloaltonetworks.com/tag/microsoft/ "Microsoft")

* [RDP](https://unit42.paloaltonetworks.com/tag/rdp/ "RDP")  
  [Read now ![Right arrow](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-right-arrow-withtail.svg)](https://unit42.paloaltonetworks.com/webauthn-added-to-browser-based-rdp/ "How We Added WebAuthn to a Browser-Based RDP Client")  
  ![Pictorial representation of bucket hijacking technique for cloud data exfiltration. Digital illustration of Europe map highlighting network connections and nodes, depicted as glowing points and lines on a dark blue background, emphasizing major cities and connectivity across the continent.](https://unit42.paloaltonetworks.com/wp-content/uploads/2026/06/09_Cloud_cybersecurity_research_Overview_1920x900-786x368.jpg)  
  [![category icon](https://unit42.paloaltonetworks.com/wp-content/uploads/2024/06/icon-threat-research.svg)Threat Research](https://unit42.paloaltonetworks.com/category/threat-research/) June 22, 2026 [#### The Global Namespace Risk: Universal Bucket Hijacking Technique for Cloud Data Exfiltration](https://unit42.paloaltonetworks.com/cloud-bucket-hijacking-risks/)

* [AWS](https://unit42.paloaltonetworks.com/tag/aws/ "AWS")

* [Bucket hijacking](https://unit42.paloaltonetworks.com/tag/bucket-hijacking/ "bucket hijacking")

* [Cloud data exfiltration](https://unit42.paloaltonetworks.com/tag/cloud-data-exfiltration/ "cloud data exfiltration")  
  [Read now ![Right arrow](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-right-arrow-withtail.svg)](https://unit42.paloaltonetworks.com/cloud-bucket-hijacking-risks/ "The Global Namespace Risk: Universal Bucket Hijacking Technique for Cloud Data Exfiltration")  
  ![Pictorial representation of Vertex AI model uploads. Close-up view of a digital wall displaying various glowing icons, representing a high-tech network interface.](https://unit42.paloaltonetworks.com/wp-content/uploads/2026/06/AdobeStock_1270203474-1-786x354.png)  
  [![category icon](https://unit42.paloaltonetworks.com/wp-content/uploads/2024/06/icon-threat-research.svg)Threat Research](https://unit42.paloaltonetworks.com/category/threat-research/) June 16, 2026 [#### Pickle in the Middle -- Hijacking Vertex AI Model Uploads for Cross-Tenant RCE](https://unit42.paloaltonetworks.com/hijacking-vertex-ai-model/)

* [Bucket squatting](https://unit42.paloaltonetworks.com/tag/bucket-squatting/ "bucket squatting")

* [Google Cloud](https://unit42.paloaltonetworks.com/tag/google-cloud/ "Google Cloud")

* [Joblib](https://unit42.paloaltonetworks.com/tag/joblib/ "joblib")  
  [Read now ![Right arrow](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-right-arrow-withtail.svg)](https://unit42.paloaltonetworks.com/hijacking-vertex-ai-model/ "Pickle in the Middle – Hijacking Vertex AI Model Uploads for Cross-Tenant RCE")  
  ![Pictorial representation of an individual typing on a laptop featuring pop-up screens of lists and tasks.](https://unit42.paloaltonetworks.com/wp-content/uploads/2026/06/11_Listicle_Category_1505x922-718x440.jpg)  
  [![category icon](https://unit42.paloaltonetworks.com/wp-content/uploads/2025/08/Insights-icon-white.svg)Insights](https://unit42.paloaltonetworks.com/category/insights/) June 12, 2026 [#### Tracing Digital Intent: New MacOS Tahoe 26 Artifact Discovered](https://unit42.paloaltonetworks.com/new-macos-artifact-discovered/)

* [Digital forensics](https://unit42.paloaltonetworks.com/tag/digital-forensics/ "digital forensics")

* [MacOS](https://unit42.paloaltonetworks.com/tag/macos/ "macOS")  
  [Read now ![Right arrow](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-right-arrow-withtail.svg)](https://unit42.paloaltonetworks.com/new-macos-artifact-discovered/ "Tracing Digital Intent: New MacOS Tahoe 26 Artifact Discovered")  
  ![Pictorial representation of Cloud Logging services for defense evasion. A vibrant digital illustration depicting a glowing, neon blue cloud symbol positioned over a circuit board landscape. The cloud symbolizes cloud computing technology, and the landscape features intricate electronic circuits with glowing lines and nodes, suggesting high-tech data transfer and connectivity.](https://unit42.paloaltonetworks.com/wp-content/uploads/2026/06/11_Cloud_cybersecurity_research_Overview_1920x900-786x368.jpg)  
  [![category icon](https://unit42.paloaltonetworks.com/wp-content/uploads/2024/06/icon-threat-research.svg)Threat Research](https://unit42.paloaltonetworks.com/category/threat-research/) June 9, 2026 [#### Blinding the Watchmen: Abusing Cloud Logging Services for Defense Evasion and Visibility](https://unit42.paloaltonetworks.com/cloud-logging-defense-evasion/)

* [AWS CloudTrail](https://unit42.paloaltonetworks.com/tag/aws-cloudtrail/ "AWS CloudTrail")

* [Cloud logging](https://unit42.paloaltonetworks.com/tag/cloud-logging/ "cloud logging")

* [Defense evasion](https://unit42.paloaltonetworks.com/tag/defense-evasion/ "defense evasion")  
  [Read now ![Right arrow](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-right-arrow-withtail.svg)](https://unit42.paloaltonetworks.com/cloud-logging-defense-evasion/ "Blinding the Watchmen: Abusing Cloud Logging Services for Defense Evasion and Visibility")

* ![Slider arrow](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/slider-arrow-left.svg)

* ![Slider arrow](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/slider-arrow-left.svg)  
  ![Close button](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/close-modal.svg) ![Enlarged Image]()  
  ![Newsletter](https://unit42.paloaltonetworks.com/wp-content/uploads/2026/03/unit42-footer-subscribe-desktop.png)  
  ![UNIT 42 Small Logo](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/palo-alto-logo-small.svg) Get updates from Unit 42

## Peace of mind comes from staying ahead of threats. Subscribe today.

Your Email

Subscribe for email updates to all Unit 42 threat research.  
By submitting this form, you agree to our [Terms of Use](https://www.paloaltonetworks.com/legal-notices/terms-of-use "Terms of Use") and acknowledge our [Privacy Statement.](https://www.paloaltonetworks.com/legal-notices/privacy "Privacy Statement")

This site is protected by reCAPTCHA and the Google [Privacy Policy](https://policies.google.com/privacy) and [Terms of Service](https://policies.google.com/terms) apply.

Invalid captcha!
Subscribe ![Right Arrow](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/right-arrow.svg) ![loader](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-loader.svg)  
{#footer} Products and Services

* [AI-Powered Network Security Platform](https://www.paloaltonetworks.com/network-security)

* [Secure AI by Design](https://www.paloaltonetworks.com/ai-security)

* [Prisma AIRS](https://www.paloaltonetworks.com/ai-security/prisma-airs)

* [AI Access Security](https://www.paloaltonetworks.com/sase/ai-access-security)

* [Cloud Delivered Security Services](https://www.paloaltonetworks.com/network-security/security-subscriptions)

* [Advanced Threat Prevention](https://www.paloaltonetworks.com/network-security/advanced-threat-prevention)

* [Advanced URL Filtering](https://www.paloaltonetworks.com/network-security/advanced-url-filtering)

* [Advanced WildFire](https://www.paloaltonetworks.com/network-security/advanced-wildfire)

* [Advanced DNS Security](https://www.paloaltonetworks.com/network-security/advanced-dns-security)

* [Enterprise Data Loss Prevention](https://www.paloaltonetworks.com/sase/enterprise-data-loss-prevention)

* [Enterprise IoT Security](https://www.paloaltonetworks.com/network-security/enterprise-device-security)

* [Medical IoT Security](https://www.paloaltonetworks.com/network-security/medical-device-security)

* [Industrial OT Security](https://www.paloaltonetworks.com/network-security/ot-security-solution)

* [SaaS Security](https://www.paloaltonetworks.com/sase/saas-security)

* [Next-Generation Firewalls](https://www.paloaltonetworks.com/network-security/next-generation-firewall)

* [Hardware Firewalls](https://www.paloaltonetworks.com/network-security/hardware-firewall-innovations)

* [Software Firewalls](https://www.paloaltonetworks.com/network-security/software-firewalls)

* [Strata Cloud Manager](https://www.paloaltonetworks.com/network-security/strata-cloud-manager)

* [SD-WAN for NGFW](https://www.paloaltonetworks.com/network-security/sd-wan-subscription)

* [PAN-OS](https://www.paloaltonetworks.com/network-security/pan-os)

* [Panorama](https://www.paloaltonetworks.com/network-security/panorama)

* [Secure Access Service Edge](https://www.paloaltonetworks.com/sase)

* [Prisma SASE](https://www.paloaltonetworks.com/sase)

* [Application Acceleration](https://www.paloaltonetworks.com/sase/app-acceleration)

* [Autonomous Digital Experience Management](https://www.paloaltonetworks.com/sase/adem)

* [Enterprise DLP](https://www.paloaltonetworks.com/sase/enterprise-data-loss-prevention)

* [Prisma Access](https://www.paloaltonetworks.com/sase/access)

* [Prisma Browser](https://www.paloaltonetworks.com/sase/prisma-browser)

* [Prisma SD-WAN](https://www.paloaltonetworks.com/sase/sd-wan)

* [Remote Browser Isolation](https://www.paloaltonetworks.com/sase/remote-browser-isolation)

* [SaaS Security](https://www.paloaltonetworks.com/sase/saas-security)

* [AI-Driven Security Operations Platform](https://www.paloaltonetworks.com/cortex)

* [Cloud Security](https://www.paloaltonetworks.com/cortex/cloud)

* [Cortex Cloud](https://www.paloaltonetworks.com/cortex/cloud)

* [Application Security](https://www.paloaltonetworks.com/cortex/cloud/application-security)

* [Cloud Posture Security](https://www.paloaltonetworks.com/cortex/cloud/cloud-posture-security)

* [Cloud Runtime Security](https://www.paloaltonetworks.com/cortex/cloud/runtime-security)

* [Prisma Cloud](https://www.paloaltonetworks.com/prisma/cloud)

* [AI-Driven SOC](https://www.paloaltonetworks.com/cortex)

* [Cortex XSIAM](https://www.paloaltonetworks.com/cortex/cortex-xsiam)

* [Cortex XDR](https://www.paloaltonetworks.com/cortex/cortex-xdr)

* [Cortex XSOAR](https://www.paloaltonetworks.com/cortex/cortex-xsoar)

* [Cortex Xpanse](https://www.paloaltonetworks.com/cortex/cortex-xpanse)

* [Unit 42 Managed Detection \& Response](https://www.paloaltonetworks.com/cortex/managed-detection-and-response)

* [Managed XSIAM](https://www.paloaltonetworks.com/cortex/managed-xsiam)

* [Next-Generation Identity Security](https://www.paloaltonetworks.com/idira)

* [Privileged Access Management](https://www.paloaltonetworks.com/idira/human/privileged-access-management)

* [Identity and Access Management](https://www.paloaltonetworks.com/idira/human/identity-and-access-management)

* [Endpoint Privilege Manager](https://www.paloaltonetworks.com/idira/human/endpoint-privilege-manager)

* [Identity Governance](https://www.paloaltonetworks.com/idira/human/identity-governance)

* [Workforce Password Management](https://www.paloaltonetworks.com/idira/human/workforce-password-management)

* [Agentic Identities](https://www.paloaltonetworks.com/idira/agentic)

* [Secrets Management](https://www.paloaltonetworks.com/idira/machine/secrets-management)

* [Unified Secrets Governance](https://www.paloaltonetworks.com/idira/machine/unified-secrets-governance)

* [Application Credentials Delivery](https://www.paloaltonetworks.com/idira/machine/application-credentials-delivery)

* [Vendor Privileged Access](https://www.paloaltonetworks.com/idira/human/vendor-privileged-access)

* [Threat Intel and Incident Response Services](https://www.paloaltonetworks.com/unit42)

* [Prepare for Emerging Risks](https://www.paloaltonetworks.com/unit42/frontier-ai-defense)

* [Strengthen Your Defenses](https://www.paloaltonetworks.com/unit42/strengthen-your-defenses)

* [Build Your Security Strategy](https://www.paloaltonetworks.com/unit42/build-your-security-strategy)

* [Understand the Adversary](https://www.paloaltonetworks.com/unit42/threat-intelligence)

* [Respond to a Cyber Attack](https://www.paloaltonetworks.com/unit42/respond)  
  Company

* [About Us](https://www.paloaltonetworks.com/about-us)

* [Careers](https://jobs.paloaltonetworks.com/en/)

* [Contact Us](https://www.paloaltonetworks.com/company/contact-sales)

* [Corporate Responsibility](https://www.paloaltonetworks.com/about-us/corporate-responsibility)

* [Customers](https://www.paloaltonetworks.com/customers)

* [Investor Relations](https://investors.paloaltonetworks.com/)

* [Location](https://www.paloaltonetworks.com/about-us/locations)

* [Newsroom](https://www.paloaltonetworks.com/company/newsroom)  
  Popular Links

* [Blog](https://www.paloaltonetworks.com/blog/)

* [Communities](https://www.paloaltonetworks.com/communities)

* [Content Library](https://www.paloaltonetworks.com/resources)

* [Cyberpedia](https://www.paloaltonetworks.com/cyberpedia)

* [Event Center](https://events.paloaltonetworks.com/)

* [Manage Email Preferences](https://start.paloaltonetworks.com/preference-center)

* [Products A-Z](https://www.paloaltonetworks.com/products/products-a-z)

* [Product Certifications](https://www.paloaltonetworks.com/legal-notices/trust-center/certifications)

* [Report a Vulnerability](https://www.paloaltonetworks.com/security-disclosure)

* [Sitemap](https://www.paloaltonetworks.com/sitemap)

* [Tech Docs](https://docs.paloaltonetworks.com/)

* [Unit 42](https://unit42.paloaltonetworks.com/)

* [Do Not Sell or Share My Personal Information](https://panwedd.exterro.net/portal/dsar.htm?target=panwedd)
  ![Palo Alto Networks Logo](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/pan-logo-dark.svg)

* [Privacy](https://www.paloaltonetworks.com/legal-notices/privacy)

* [Trust Center](https://www.paloaltonetworks.com/legal-notices/trust-center)

* [Terms of Use](https://www.paloaltonetworks.com/legal-notices/terms-of-use)

* [Documents](https://www.paloaltonetworks.com/legal)

Copyright © 2026 Palo Alto Networks. All Rights Reserved

* [![Youtube](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/social/youtube-black.svg)](https://www.youtube.com/user/paloaltonetworks)
* [![Podcast](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/icons/podcast.svg)](https://www.paloaltonetworks.com/podcasts/threat-vector)
* [![Facebook](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/social/facebook-black.svg)](https://www.facebook.com/PaloAltoNetworks/)
* [![LinkedIn](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/social/linkedin-black.svg)](https://www.linkedin.com/company/palo-alto-networks)
* [![Twitter](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/social/twitter-x-black.svg)](https://twitter.com/PaloAltoNtwks)
* EN  
  Select your language  
  ![Play](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/player-play-icon.svg) ![Pause](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/player-pause-icon1.svg) ![Minimize](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-minimize.svg) ![Close button](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/close-modal.svg)

### Default Heading

Read the article ![Right Arrow](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/right-arrow.svg)  
Seekbar

![Play](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/player-play-icon.svg) ![Pause](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/player-pause-icon1.svg)  
![Volume](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-volume.svg)  
Volume
![Minimize](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-minimize.svg)
