[![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") * [Threat Research](https://unit42.paloaltonetworks.com/category/threat-research/ "Threat Research") * [Cybercrime](https://unit42.paloaltonetworks.com/category/cybercrime/ "Cybercrime") [Cybercrime](https://unit42.paloaltonetworks.com/category/cybercrime/) # 2015 Verizon Data Breach Investigations Report (DBIR): Insights from Unit 42 ![Clock Icon](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-clock.svg) 4 min read * ![Profile Icon](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-profile-grey.svg) By: * [Scott Simkin](https://unit42.paloaltonetworks.com/author/scott-simkin/) * ![Published Icon](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-calendar-grey.svg) Published:April 17, 2015 * ![Tags Icon](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-category.svg) Categories: * [Cybercrime](https://unit42.paloaltonetworks.com/category/cybercrime/) * [Threat Research](https://unit42.paloaltonetworks.com/category/threat-research/) * ![Tags Icon](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-tags-grey.svg) Tags: * [Cyber Threat Alliance](https://unit42.paloaltonetworks.com/tag/cyber-threat-alliance/) * [Verizon Data Breach Investigations Report](https://unit42.paloaltonetworks.com/tag/verizon-data-breach-investigations-report/) * [![Download Icon](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-download.svg)](https://unit42.paloaltonetworks.com/2015-verizon-data-breach-investigations-report-dbir-insights-from-unit-42/?pdf=download&lg=en&_wpnonce=dce0597cbf "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/2015-verizon-data-breach-investigations-report-dbir-insights-from-unit-42/?pdf=print&lg=en&_wpnonce=dce0597cbf "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)]( "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%2F2015-verizon-data-breach-investigations-report-dbir-insights-from-unit-42%2F "Share in Facebook") * [![LinkedIn Icon](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-linkedin-share.svg)]( "Share in LinkedIn") * [![Twitter Icon](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-twitter-share.svg)]( "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%2F2015-verizon-data-breach-investigations-report-dbir-insights-from-unit-42%2F&ts=markdown "Share in Reddit") * [![Mastodon Icon](https://unit42.paloaltonetworks.com/wp-content/themes/unit42-v6/dist/images/icons/icon-mastodon-share.svg)]( "Share in Mastodon") The 2015 Verizon Data Breach Investigations Report ([DBIR](https://www.verizonenterprise.com/DBIR/)) represents the first time Palo Alto Networks has contributed data to this important publication, and we are proud to be part of an intelligence-sharing ecosystem that, in the end, raises the collective bar for everyone in the industry. While reviewing the findings, a few key points stood out to the Unit 42 team: #### *"70 to 90% (depending on the source and organization) of malware samples are unique to a single organization."* This important data point means that a single piece of malware could be subtly altered to produce an endless stream of variants, all of which would evade traditional signature-based detection. Of note, this premise matches our recent [internal research](https://blog.paloaltonetworks.com/2014/12/unit-42-explores-malware-attack-vectors-key-industries/), lending more credence to this trend. Verizon defines unique malware from a signature/hash perspective, "when compared byte-to-byte with all other known malware." In fact, there are a variety of commonly available and easy to use tools that can automate the process of obfuscating these threats. In what has become a mantra throughout the security industry, the report states that, "Signatures alone are dead," and Palo Alto Networks would agree. When malware is used once (or a handful of times), matching against these patterns has limited effectiveness at best. When taken from a defenders perspective, it is clear that organizations need to consider an approach that can prevent malware based on payload, not signature, and quickly generate and share protections for the endless new variants released each day. #### *"In 70% of the attacks where we know the motive for the attack, there's a secondary victim."* This highlights an important trend: adversaries are using third-party websites, or co-opting infrastructure, to deliver their attacks. This often can mean that the person or organization that experiences the initial breach isn't the real target, but a tool, a pawn in a larger battle. From an attacker perspective, this allows them to take advantage of trust that these "jump-off" points have built up, or use the resources of another company for their gain. The most common methods observed in these types of attack are: * Watering hole attacks (also known as strategic web compromise), where an organization's website is infected with exploit code to try and infect visitors to their site. * DDoS attacks, where web servers or other high-bandwidth hosts are compromised and used in an attack on another target. Anyone who's ever thought, "My company isn't a big target" should look at this statistic and realize that they can't trustingly stand on the sidelines. Either your infrastructure is secured against attack, or it will be "drafted" into one side of the battle. #### *"99.9% of the exploited vulnerabilities had been compromised more than a year after the associated CVE was published."* Palo Alto Networks has observed that the extended lifetime of CVE exploitability, and rapid implementation of new vulnerabilities into attack toolkits are nothing new. New vulnerabilities take time, effort and resources to discover -- and if you think of adversaries in the context of "running a business," they want to get the greatest return on their investment (ROI). Generally, there is no need to deploy a zero-day exploit, when an older, and unpatched vulnerability can be used. Well-funded adversaries that have the in-house R\&D to discover a new CVE and develop unique exploit code against it are the exception, rather than the rule. When a new CVE is discovered, we typically see them being added to exploit kits in about a month, following initial disclosure and reverse engineering. It is also important to draw the line between commonly exploited CVEs, and those being used by the most advanced and targeted attackers. In general, the DBIR focuses on exploits targeting web applications, whereas we believe the most advanced and targeted threats leverage memory corruption exploits to gain a foothold on the endpoint. These exploits often come in the form of data files such as PDF or MS Word documents. As traditional anti-virus (AV) products do not detect such exploits, it is difficult to gather statistics around their use. Post-incident investigations often conclude that a system is infected with malware, but may not uncover that an exploit was used to download the malware onto the system. As organizations adopt advanced endpoint protection products that block these types of exploits, we expect an increase in awareness and reporting of their prevalence in the threat landscape. #### *"40% of controls determined to be most effective fall into the quick win category."* In the summary of this year's DBIR, Verizon has included a table showing which Critical Security Controls (CSC) would have applied to the incidents they've tracked. This table is telling because most of these controls are relatively simple for an organization to deploy, especially if they have the right security platform already deployed. If organizations deployed just the "quick wins," the volume of breaches could decline substantially by the time next year's report is released. [![v\_dbir](http://blog.paloaltonetworks.com/wp-content/uploads/2015/04/v_dbir-500x361.png)](https://unit42.paloaltonetworks.com/wp-content/uploads/2015/04/v_dbir.png) Image 1. SANS Critical Security Controls mapped to incidents observed by Verizon, which can be used as a guide for implementing foundational security controls with the most impact. [*Source*](https://www.sans.org/media/critical-security-controls/critical_security_controls_v4.0.pdf) Overall, Palo Alto Networks and the Unit 42 threat intelligence team are honored to be included in the 2015 DBIR. We firmly believe that sharing intelligence on adversaries, campaigns, and attacks is one of the most effective tools we have to raise the cost of a successful breach for attackers. The more organizations that have relevant and timely intelligence, the harder it will become for attackers to compromise them. We look forward to sharing more threat intelligence and research throughout the security community, including in our role as a founding member of the [Cyber Threat Alliance](https://cyberthreatalliance.org/). Back to top ### Tags * [Cyber Threat Alliance](https://unit42.paloaltonetworks.com/tag/cyber-threat-alliance/ "Cyber Threat Alliance") * [Verizon Data Breach Investigations Report](https://unit42.paloaltonetworks.com/tag/verizon-data-breach-investigations-report/ "Verizon Data Breach Investigations Report") [Threat Research Center](https://unit42.paloaltonetworks.com "Threat Research") [Next: Unit 42 Identifies New DragonOK Backdoor Malware Deployed Against Japanese Targets](https://unit42.paloaltonetworks.com/unit-42-identifies-new-dragonok-backdoor-malware-deployed-against-japanese-targets/ "Unit 42 Identifies New DragonOK Backdoor Malware Deployed Against Japanese Targets") ### Related Articles * [Happy 9th Anniversary, CTA: A Celebration of Collaboration in Cyber Defense](https://unit42.paloaltonetworks.com/cta-9th-anniversary/ "article - table of contents") * [2016 Verizon Data Breach Investigations Report (DBIR): Insights from Unit 42](https://unit42.paloaltonetworks.com/unit42-2016-verizon-data-breach-investigations-report-dbir-insights-from-unit-42/ "article - table of contents") * [Scarlet Mimic: Years-Long Espionage Campaign Targets Minority Activists](https://unit42.paloaltonetworks.com/scarlet-mimic-years-long-espionage-targets-minority-activists/ "article - table of contents") ## Related Cybercrime Resources ![Pictorial representation of Russian global webmail espionage campaign. A digital illustration of a world map in a network style, highlighting continents with glowing lines and connectivity points in a red and blue theme.](https://unit42.paloaltonetworks.com/wp-content/uploads/2026/07/06_Nation-State-cyberattacks_1920x900-1-786x368.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/) July 23, 2026 [#### Russian Global Webmail Espionage](https://unit42.paloaltonetworks.com/russian-webmail-espionage/) * [CL-STA-1114](https://unit42.paloaltonetworks.com/tag/cl-sta-1114/ "CL-STA-1114") * [JavaScript](https://unit42.paloaltonetworks.com/tag/javascript/ "JavaScript") * [Javascript injection](https://unit42.paloaltonetworks.com/tag/javascript-injection/ "javascript injection") [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/russian-webmail-espionage/ "Russian Global Webmail Espionage") ![Pictorial representation of a woman standing in a server room holding a laptop that projects a digital code overlay.](https://unit42.paloaltonetworks.com/wp-content/uploads/2026/05/06_Security-Technology_Category_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/) May 28, 2026 [#### 2026 World Cup: Discussing The World's Biggest Game's Attack Surface](https://unit42.paloaltonetworks.com/fifa-world-cup-attack-surface/) * [Fiddling Scorpius](https://unit42.paloaltonetworks.com/tag/fiddling-scorpius/ "Fiddling Scorpius") * [Fighting Ursa](https://unit42.paloaltonetworks.com/tag/fighting-ursa/ "Fighting Ursa") * [Muddled Libra](https://unit42.paloaltonetworks.com/tag/muddled-libra/ "Muddled Libra") [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/fifa-world-cup-attack-surface/ "2026 World Cup: Discussing The World’s Biggest Game’s Attack Surface") ![Pictoral representation of a man holding a cellphone with a bokeh skyline in the background.](https://unit42.paloaltonetworks.com/wp-content/uploads/2026/05/05_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/) May 27, 2026 [#### Out of the Crypt: The Evolving Cyber Extortion Economy](https://unit42.paloaltonetworks.com/cyber-extortion-economy/) * [Bling Libra](https://unit42.paloaltonetworks.com/tag/bling-libra/ "Bling Libra") * [Extortion](https://unit42.paloaltonetworks.com/tag/extortion/ "Extortion") * [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/cyber-extortion-economy/ "Out of the Crypt: The Evolving Cyber Extortion Economy") ![Pictorial representation of the APT Boggy Serpens. An illustrated blue snake is highlighted by a red circle against a night sky. The constellation serpens.](https://unit42.paloaltonetworks.com/wp-content/uploads/2026/03/Boggy-Serpens-1920x900-1-786x368.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/) March 16, 2026 [#### Boggy Serpens Threat Assessment](https://unit42.paloaltonetworks.com/boggy-serpens-threat-assessment/) * [Advanced Persistent Threat](https://unit42.paloaltonetworks.com/tag/advanced-persistent-threat/ "Advanced Persistent Threat") * [Boggy Serpens](https://unit42.paloaltonetworks.com/tag/boggy-serpens/ "Boggy Serpens") * [C2](https://unit42.paloaltonetworks.com/tag/c2/ "C2") [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/boggy-serpens-threat-assessment/ "Boggy Serpens Threat Assessment") ![Pictorial representation of Muddled Libra, aka Scattered Spider. A vibrant illustration of the Libra zodiac sign, featuring a stylized balance scale overlaid with a prominent Libra symbol. The background is a starry night sky with shades of purple and blue, suggesting a cosmic theme.](https://unit42.paloaltonetworks.com/wp-content/uploads/2026/02/03-1-Muddle-Libra-1920x900-1-786x368.png) [![category icon](https://unit42.paloaltonetworks.com/wp-content/uploads/2024/07/threat-actor-groups.svg)Threat Actor Groups](https://unit42.paloaltonetworks.com/category/threat-actor-groups/) February 10, 2026 [#### A Peek Into Muddled Libra's Operational Playbook](https://unit42.paloaltonetworks.com/muddled-libra-ops-playbook/) * [Muddled Libra](https://unit42.paloaltonetworks.com/tag/muddled-libra/ "Muddled Libra") * [PowerShell](https://unit42.paloaltonetworks.com/tag/powershell/ "PowerShell") * [Scattered Spider](https://unit42.paloaltonetworks.com/tag/scattered-spider/ "Scattered Spider") [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/muddled-libra-ops-playbook/ "A Peek Into Muddled Libra’s Operational Playbook") ![Pictorial representation of a group of individuals discussing an idea with a whiteboard.](https://unit42.paloaltonetworks.com/wp-content/uploads/2026/02/02_Listicle_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/) February 3, 2026 [#### Why Smart People Fall For Phishing Attacks](https://unit42.paloaltonetworks.com/psychology-of-phishing/) * [AI](https://unit42.paloaltonetworks.com/tag/ai/ "AI") * [Phishing](https://unit42.paloaltonetworks.com/tag/phishing/ "phishing") [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/psychology-of-phishing/ "Why Smart People Fall For Phishing Attacks") ![Pictorial representation of threat groups from Russia. The silhouette of a bear and the Ursa constellation inside an orange abstract planet. Abstract, stylized cosmic setting with vibrant blue and purple shapes, representing space and distant planetary bodies.](https://unit42.paloaltonetworks.com/wp-content/uploads/2026/01/Ursa-Russia-B-1920x900-1-786x368.png) [![category icon](https://unit42.paloaltonetworks.com/wp-content/uploads/2025/08/Insights-icon-white.svg)Insights](https://unit42.paloaltonetworks.com/category/insights/) January 29, 2026 [#### Understanding the Russian Cyberthreat to the 2026 Winter Olympics](https://unit42.paloaltonetworks.com/russian-cyberthreat-2026-winter-olympics/) * [AI](https://unit42.paloaltonetworks.com/tag/ai/ "AI") * [IoT](https://unit42.paloaltonetworks.com/tag/iot/ "IoT") * [Russia](https://unit42.paloaltonetworks.com/tag/russia/ "Russia") [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/russian-cyberthreat-2026-winter-olympics/ "Understanding the Russian Cyberthreat to the 2026 Winter Olympics") ![Pictorial representation of 01flip ransomware written in Rust. Digital artwork of a pixelated U.S. dollar bill disintegrating into small blocks against a blue data matrix background.](https://unit42.paloaltonetworks.com/wp-content/uploads/2025/12/05_Ransomware_Category_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/) December 10, 2025 [#### 01flip: Multi-Platform Ransomware Written in Rust](https://unit42.paloaltonetworks.com/new-ransomware-01flip-written-in-rust/) * [Bitcoin](https://unit42.paloaltonetworks.com/tag/bitcoin/ "Bitcoin") * [CL-CRI-103](https://unit42.paloaltonetworks.com/tag/cl-cri-103/ "CL-CRI-103") * [Cryptocurrency](https://unit42.paloaltonetworks.com/tag/cryptocurrency/ "Cryptocurrency") [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-ransomware-01flip-written-in-rust/ "01flip: Multi-Platform Ransomware Written in Rust") ![Pictorial representation of malicious LLMs. Close-up view of a digital wall displaying various glowing icons, representing a high-tech network interface.](https://unit42.paloaltonetworks.com/wp-content/uploads/2025/11/AdobeStock_1270203474-786x440.jpeg) [![category icon](https://unit42.paloaltonetworks.com/wp-content/uploads/2024/06/icon-threat-research.svg)Threat Research](https://unit42.paloaltonetworks.com/category/threat-research/) November 25, 2025 [#### The Dual-Use Dilemma of AI: Malicious LLMs](https://unit42.paloaltonetworks.com/dilemma-of-ai-malicious-llms/) * [Credential Harvesting](https://unit42.paloaltonetworks.com/tag/credential-harvesting/ "Credential Harvesting") * [Data exfiltration](https://unit42.paloaltonetworks.com/tag/data-exfiltration/ "data exfiltration") * [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/dilemma-of-ai-malicious-llms/ "The Dual-Use Dilemma of AI: Malicious LLMs") ![Pictorial representation of Gh0st RAT malware. A woman analyzes code on a computer screen in an office setting, with another individual working in the background.](https://unit42.paloaltonetworks.com/wp-content/uploads/2025/11/04_Security-Technology_Category_1505x922-718x440.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/) November 14, 2025 [#### Digital Doppelgangers: Anatomy of Evolving Impersonation Campaigns Distributing Gh0st RAT](https://unit42.paloaltonetworks.com/impersonation-campaigns-deliver-gh0st-rat/) * [DLL Sideloading](https://unit42.paloaltonetworks.com/tag/dll-sideloading/ "DLL Sideloading") * [Gh0st Rat](https://unit42.paloaltonetworks.com/tag/gh0st-rat/ "Gh0st Rat") * [PDNS](https://unit42.paloaltonetworks.com/tag/pdns/ "PDNS") [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/impersonation-campaigns-deliver-gh0st-rat/ "Digital Doppelgangers: Anatomy of Evolving Impersonation Campaigns Distributing Gh0st RAT") * ![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/unit42/respond/managed-detection-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/prepare-for-emerging-risks/continuous-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)