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* security

# Palo Alto Networks

## security

[![Unlocking the Black Box: Transparency for ML-Based Incident Risk Scoring](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2023/03/Focused.jpg)](https://www2.paloaltonetworks.com/blog/security-operations/unlocking-the-black-box-transparency-for-ml-based-incident-risk-scoring/)  
[Unlocking the Black Box: Transparency for ML-Based Incident Risk Scoring
\------------------------------------------------------------------------](https://www2.paloaltonetworks.com/blog/security-operations/unlocking-the-black-box-transparency-for-ml-based-incident-risk-scoring/)

SmartScore is a unique machine learning-driven approach that translates security investigation methods and associated data into a hybrid scoring mechanism. With SmartScore's Explainability, customers get an unparalleled transparency into the features that contributed the most to the incident risk score, and can stay ahead of the cyber security curv...  
[Must-Read Articles](https://www.paloaltonetworks.com/blog/security-operations/category/must-read-articles/?ts=markdown)  
Mar 23, 2023  
By [Guy Mazaltrim](https://www.paloaltonetworks.com/blog/author/guy-mazaltrim/?ts=markdown "Posts by Guy Mazaltrim"), [Tuvia Newman](https://www.paloaltonetworks.com/blog/author/tuvia-newman/?ts=markdown "Posts by Tuvia Newman") and [Sharon Datner](https://www.paloaltonetworks.com/blog/author/sharon-datner/?ts=markdown "Posts by Sharon Datner")

## Palo Alto Networks

*** ** * ** ***

[Announcements](https://www.paloaltonetworks.com/blog/category/announcement/?ts=markdown)

*** ** * ** ***

[Company \& Culture](https://www.paloaltonetworks.com/blog/category/company-culture/?ts=markdown)

*** ** * ** ***

[Points of View](https://www.paloaltonetworks.com/blog/category/points-of-view/?ts=markdown)

*** ** * ** ***

[Public Sector](https://www.paloaltonetworks.com/blog/category/public-sector/?ts=markdown)

*** ** * ** ***

[Products and Services](https://www.paloaltonetworks.com/blog/category/products-and-services/?ts=markdown)

*** ** * ** ***

[Partners](https://www.paloaltonetworks.com/blog/category/partners/?ts=markdown)

*** ** * ** ***

![Beating Alert Fatigue with Cortex XDR SmartScore Technology](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2022/07/Coding-6.jpg)  
[Must-Read Articles](https://www.paloaltonetworks.com/blog/security-operations/category/must-read-articles/?ts=markdown)

## [Beating Alert Fatigue with Cortex XDR SmartScore Technology](https://www2.paloaltonetworks.com/blog/security-operations/beating-alert-fatigue-with-cortex-xdr-smartscore-technology/)

SmartScore is a unique machine learning-driven approach that translates security investigation approaches along with their associated data into a hybrid scoring mechanism. This new...  
Aug 04, 2022  
By [Niv Sela](https://www.paloaltonetworks.com/blog/author/niv-sela/?ts=markdown "Posts by Niv Sela"), [Guy Mazaltrim](https://www.paloaltonetworks.com/blog/author/guy-mazaltrim/?ts=markdown "Posts by Guy Mazaltrim"), [Gal Itzhak](https://www.paloaltonetworks.com/blog/author/gal-itzhak/?ts=markdown "Posts by Gal Itzhak") and [Yinnon Meshi](https://www.paloaltonetworks.com/blog/author/yinnon-meshi/?ts=markdown "Posts by Yinnon Meshi")  
![Creating A Secure 5G Service Based Architecture: Part 2 － API Security](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2022/06/Show-Me.jpg)  
[Cloud Posture Security](https://www.paloaltonetworks.com/blog/cloud-security/category/cloud-security-posture-management/?ts=markdown), [Secure the Future](https://www.paloaltonetworks.com/blog/category/secure-the-future/?ts=markdown)

## [Creating A Secure 5G Service Based Architecture: Part 2 － API Security](https://www2.paloaltonetworks.com/blog/cloud-security/seo-5g-sba-api/)

Hands on guide to best practices for securing Service Based Architecture of your packet core deployment  
Jun 15, 2022  
By [Mitch Rappard](https://www.paloaltonetworks.com/blog/author/mitch-rappard/?ts=markdown "Posts by Mitch Rappard")  
![Creating A Secure 5G Service Based Architecture: Part 1 － Vulnerability Management](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2022/05/Tablet-Close-up.jpg)  
[Cloud Posture Security](https://www.paloaltonetworks.com/blog/cloud-security/category/cloud-security-posture-management/?ts=markdown), [Vulnerability Exposed](https://www.paloaltonetworks.com/blog/category/vulnerability-exposed/?ts=markdown)

## [Creating A Secure 5G Service Based Architecture: Part 1 － Vulnerability Man...](https://www2.paloaltonetworks.com/blog/cloud-security/seo-5g-sba-vulnerability/)

Hands on guide to best practices for securing Service Based Architecture of your packet core deployment  
Jun 07, 2022  
By [Mitch Rappard](https://www.paloaltonetworks.com/blog/author/mitch-rappard/?ts=markdown "Posts by Mitch Rappard")  
![OWASP Top 10:2021 – What’s New](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2021/07/Skyscraper2.jpg)  
[Cloud Native Security Platform](https://www.paloaltonetworks.com/blog/cloud-security/category/cloud-native-security-platform/?ts=markdown), [Cloud Workload Protection Platform](https://www.paloaltonetworks.com/blog/cloud-security/category/cloud-workload-protection-platform/?ts=markdown), [Secure the Cloud](https://www.paloaltonetworks.com/blog/category/secure-the-cloud/?ts=markdown)

## [OWASP Top 10:2021 -- What's New](https://www2.paloaltonetworks.com/blog/cloud-security/owasp-top-102021-whats-new/)

Prisma Cloud gives you out-of-the-box API and workload protection, complete with customizable support for the OWASP Top 10.  
Nov 04, 2021  
By [Theo Despoudis](https://www.paloaltonetworks.com/blog/author/theo-despoudis/?ts=markdown "Posts by Theo Despoudis")  
![How Does Operationalizing Threat Intelligence Help You Fight Cybercrime?](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2021/10/Right-Here.jpg)  
[Must-Read Articles](https://www.paloaltonetworks.com/blog/security-operations/category/must-read-articles/?ts=markdown), [Uncategorized](https://www.paloaltonetworks.com/blog/category/uncategorized/?ts=markdown)

## [How Does Operationalizing Threat Intelligence Help You Fight Cybercrime?](https://www2.paloaltonetworks.com/blog/security-operations/how-does-operationalizing-threat-intelligence-help-you-fight-cybercrime/)

Learn how operationalizing Threat Intelligence helps you fight cybercrime  
Oct 11, 2021  
By [Shravanthi Reddy](https://www.paloaltonetworks.com/blog/author/shravanthi-reddy/?ts=markdown "Posts by Shravanthi Reddy")  
![Threat Intelligence - What’s Next?](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2021/09/Looking-Closely.jpg)  
[Must-Read Articles](https://www.paloaltonetworks.com/blog/security-operations/category/must-read-articles/?ts=markdown), [Uncategorized](https://www.paloaltonetworks.com/blog/category/uncategorized/?ts=markdown)

## [Threat Intelligence - What's Next?](https://www2.paloaltonetworks.com/blog/security-operations/threat-intelligence-whats-next/)

See what's driving the future of cybersecurity and what's next for threat intelligence.  
Oct 04, 2021  
By [Shravanthi Reddy](https://www.paloaltonetworks.com/blog/author/shravanthi-reddy/?ts=markdown "Posts by Shravanthi Reddy")  
![Automation: The Key to Consistent Security for Kubernetes](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2021/01/Woman-Working-at-Computer.jpg)  
[Must-Read Articles](https://www.paloaltonetworks.com/blog/security-operations/category/must-read-articles/?ts=markdown), [News and Events](https://www.paloaltonetworks.com/blog/security-operations/category/news-and-events/?ts=markdown)

## [Automation: The Key to Consistent Security for Kubernetes](https://www2.paloaltonetworks.com/blog/security-operations/automation-for-kubernetes/)

How is Kubernetes security managed in your organization? This question has become top of mind for security and DevOps teams as their job responsibilities get increasingly intertwined in the cloud native applica...  
Feb 05, 2021  
By [Rishi Bhargava](https://www.paloaltonetworks.com/blog/author/rishi-bhargava/?ts=markdown "Posts by Rishi Bhargava") and [Sudeep Padiyar](https://www.paloaltonetworks.com/blog/author/sudeep-padiyar/?ts=markdown "Posts by Sudeep Padiyar")  
![Turn Insight Into Action With Coralogix and Cortex XSOAR](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2020/12/Hallway-of-Glass.jpg)  
[Must-Read Articles](https://www.paloaltonetworks.com/blog/security-operations/category/must-read-articles/?ts=markdown), [News and Events](https://www.paloaltonetworks.com/blog/security-operations/category/news-and-events/?ts=markdown), [Partner Integrations](https://www.paloaltonetworks.com/blog/security-operations/category/partner-integrations/?ts=markdown)

## [Turn Insight Into Action With Coralogix and Cortex XSOAR](https://www2.paloaltonetworks.com/blog/security-operations/coralogix-and-cortex-xsoar/)

Let's look at security automation in three levels of maturity. The first level is the creation of helpful tools that humans use to optimize their vulnerability scanning. The second level is automatic threat det...  
Dec 18, 2020  
By [Yuval Khalifa](https://www.paloaltonetworks.com/blog/author/yuval-khalifa/?ts=markdown "Posts by Yuval Khalifa")  
![CYBERFORCE Hero Profile: Unlocking Customer Value](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2019/03/corp-blog-partners-600x300.png)  
[Partners](https://www.paloaltonetworks.com/blog/category/partners/?ts=markdown)

## [CYBERFORCE Hero Profile: Unlocking Customer Value](https://www2.paloaltonetworks.com/blog/2019/03/cyberforce-series-unlocking-value-customers/)

This is the third in a series of blogs featuring a Palo Alto Networks CYBERFORCE engineer and the business challenges they tackle.  
Mar 27, 2019  
By [Carrie Krinock](https://www.paloaltonetworks.com/blog/author/carrie-krinock/?ts=markdown "Posts by Carrie Krinock")  
![Threat Brief: Twelve Tips for the Holidays](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2017/03/Linkedin.jpg)  
[Threat Brief](https://www.paloaltonetworks.com/blog/category/threat-brief/?ts=markdown), [Unit 42](https://www.paloaltonetworks.com/blog/category/unit42/?ts=markdown)

## [Threat Brief: Twelve Tips for the Holidays](https://www2.paloaltonetworks.com/blog/2018/12/threat-brief-twelve-tips-holidays/)

This time every year, people all over the world get new devices. Regardless of what holiday(s) you may (or may not) celebrate, the end of the year is a time for people to give and receive some of the latest dev...  
Dec 13, 2018  
By [Unit 42](https://www.paloaltonetworks.com/blog/author/unit-42/?ts=markdown "Posts by Unit 42")  
![Q4 FY18 Global Partner Webinar Recap](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2018/04/generic-social-media-blog-c-600x300.jpg)  
[Partners](https://www.paloaltonetworks.com/blog/category/partners/?ts=markdown)

## [Q4 FY18 Global Partner Webinar Recap](https://www2.paloaltonetworks.com/blog/2018/07/partner-q4-fy18-global-partner-webinar-recap/)

Watch the replay of the Q4 Fy18 Global NextWave Partner Webinar.  
Jul 11, 2018  
By [Carrie Krinock](https://www.paloaltonetworks.com/blog/author/carrie-krinock/?ts=markdown "Posts by Carrie Krinock")  
![Only YOU Can Secure Your Data in the Public Cloud (In My Best Smokey the Bear Voice)](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2017/10/tech-tips-web-banner-1-011.jpg)  
[Cloud Computing](https://www.paloaltonetworks.com/blog/category/cloud-computing-2/?ts=markdown)

## [Only YOU Can Secure Your Data in the Public Cloud (In My Best Smokey the Be...](https://www2.paloaltonetworks.com/blog/2017/10/can-secure-data-public-cloud-best-smokey-bear-voice/)

Only YOU can secure your data in the public cloud. Learn how to secure your workloads in the public cloud.  
Oct 23, 2017  
By [Stephanie Johnson](https://www.paloaltonetworks.com/blog/author/stephanie-johnson/?ts=markdown "Posts by Stephanie Johnson") ![Come Learn About Touchless Deployment of Secure Developer VPCs on Amazon Web Services](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2017/10/Featured_Image.jpg)  
[Cloud Computing](https://www.paloaltonetworks.com/blog/category/cloud-computing-2/?ts=markdown), [Events](https://www.paloaltonetworks.com/blog/category/events/?ts=markdown)

## [Come Learn About Touchless Deployment of Secure Developer VPCs on Amazon We...](https://www2.paloaltonetworks.com/blog/2017/10/come-learn-touchless-deployment-secure-developer-vpcs-amazon-web-services/)

Come learn about touchless deployment of secure developer VPCs on Amazon Web Services.  
Oct 11, 2017  
By [Matt Keil](https://www.paloaltonetworks.com/blog/author/matt/?ts=markdown "Posts by Matt Keil")  
![Tech Docs: Best Practice Security Policy Concepts and Methods for Your Data Center](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2017/06/Jewels_1.jpg)  
[Technical Documentation](https://www.paloaltonetworks.com/blog/category/technical-documentation/?ts=markdown)

## [Tech Docs: Best Practice Security Policy Concepts and Methods for Your Data...](https://www2.paloaltonetworks.com/blog/2017/06/tech-docs-best-practice-security-policy-concepts-methods-data-center/)

Best practice security policy concepts and methods for your data center.  
Jun 29, 2017  
By [Steve Levine](https://www.paloaltonetworks.com/blog/author/steve-levine/?ts=markdown "Posts by Steve Levine")  
![Aperture Updates Extend SaaS Security to Europe to Help Meet Data Privacy Needs](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2016/11/blog-generic-banner-1.jpg)  
[Announcement](https://www.paloaltonetworks.com/blog/category/announcement/?ts=markdown), [Cloud Computing](https://www.paloaltonetworks.com/blog/category/cloud-computing-2/?ts=markdown)

## [Aperture Updates Extend SaaS Security to Europe to Help Meet Data Privacy N...](https://www2.paloaltonetworks.com/blog/2017/03/aperture-updates-extend-saas-security-europe-help-meet-data-privacy-needs/)

Updates to Palo Alto Networks Aperture extends SaaS security to Europe to help meet data privacy needs.  
Mar 15, 2017  
By [Chris Morosco](https://www.paloaltonetworks.com/blog/author/chris-morosco/?ts=markdown "Posts by Chris Morosco")  
![This Is The Year to Prioritize Cloud Security In Healthcare](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2016/11/blog-generic-banner-1.jpg)  
[Cloud Computing](https://www.paloaltonetworks.com/blog/category/cloud-computing-2/?ts=markdown), [Healthcare](https://www.paloaltonetworks.com/blog/category/healthcare/?ts=markdown)

## [This Is The Year to Prioritize Cloud Security In Healthcare](https://www2.paloaltonetworks.com/blog/2017/03/year-prioritize-cloud-security-healthcare/)

As medical data migrates to the cloud, 2017 will be the year to prioritize cloud security in healthcare.  
Mar 08, 2017  
By [Matt Mellen](https://www.paloaltonetworks.com/blog/author/matt-mellen/?ts=markdown "Posts by Matt Mellen")  
![Is Your Security Team Ready For Cloud?](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2016/11/blog-generic-banner-1.jpg)  
[Cybersecurity](https://www.paloaltonetworks.com/blog/category/cybersecurity-2/?ts=markdown)

## [Is Your Security Team Ready For Cloud?](https://www2.paloaltonetworks.com/blog/2017/02/security-team-ready-cloud/)

Cloud is security-ready but is your security team ready for cloud? Frank Mong discusses the lingering hesitancy among some organizations considering a move to the cloud.  
Feb 01, 2017  
By [Frank Mong](https://www.paloaltonetworks.com/blog/author/frank-mong/?ts=markdown "Posts by Frank Mong")  
![How Palo Alto Networks is Setting Expectations for Prevention Readiness](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2016/11/blog-generic-banner-1.jpg)  
[Security Platform](https://www.paloaltonetworks.com/blog/category/security-platform/?ts=markdown)

## [How Palo Alto Networks is Setting Expectations for Prevention Readiness](https://www2.paloaltonetworks.com/blog/2016/11/palo-alto-networks-setting-expectations-prevention-readiness/)

We continue to learn more about how to make threat prevention a core component to IT architecture and how to measure prevention readiness. As part of the learning, we are building...  
Nov 14, 2016  
By [Tim Treat](https://www.paloaltonetworks.com/blog/author/tim-treat/?ts=markdown "Posts by Tim Treat") and [Nate Bitting](https://www.paloaltonetworks.com/blog/author/nate-bitting/?ts=markdown "Posts by Nate Bitting")  
[](https://www2.paloaltonetworks.com/blog/2016/08/vmworld-sddc/)  
[Events](https://www.paloaltonetworks.com/blog/category/events/?ts=markdown), [Partners](https://www.paloaltonetworks.com/blog/category/partners/?ts=markdown)

## [Streamlining Security Policy Management within the Software-Defined Data Ce...](https://www2.paloaltonetworks.com/blog/2016/08/vmworld-sddc/)

Data center security policy definition, deployment and management has traditionally remained a manual process, which is error-prone and tends to limit the effectiveness of the defi...  
Aug 29, 2016  
By [Sai Balabhadrapatruni](https://www.paloaltonetworks.com/blog/author/sbalabhadrapatruni/?ts=markdown "Posts by Sai Balabhadrapatruni")  
[](https://www2.paloaltonetworks.com/blog/2016/04/ignite-2016-day-1-the-future-of-breach-prevention-starts-here/)  
[Events](https://www.paloaltonetworks.com/blog/category/events/?ts=markdown), [Ignite](https://www.paloaltonetworks.com/blog/category/ignite/?ts=markdown)

## [Ignite 2016: The Future of Breach Prevention Starts Here](https://www2.paloaltonetworks.com/blog/2016/04/ignite-2016-day-1-the-future-of-breach-prevention-starts-here/)

Welcome back to The Cosmopolitan in Las Vegas, where the biggest, boldest, best installment yet of Ignite Conference is already in full swing. Over the next few days, watch this space and follow along on Twitte...  
Apr 04, 2016  
By [Chad Berndtson](https://www.paloaltonetworks.com/blog/author/cberndston/?ts=markdown "Posts by Chad Berndtson")  
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## Products and Services

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

* [Secure AI by Design](https://www.paloaltonetworks.com/precision-ai-security/secure-ai-by-design?ts=markdown)

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

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

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

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

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

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

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

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

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

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

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

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

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* [Transform Your Security Strategy](https://www.paloaltonetworks.com/unit42/transform?ts=markdown)

* [Discover Threat Intelligence](https://www.paloaltonetworks.com/unit42/threat-intelligence-partners?ts=markdown)

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