Darktrace

Our Vision

Enterprise Immune System

Darktrace’s award-winning Enterprise Immune System technology is uniquely capable of detecting and responding to the most subtle cyber-threats within the network, including insider threat. Powered by advanced machine learning and mathematics, the Enterprise Immune System automatically and adaptively learns the ‘pattern of life’ for every user, device and network, in order to detect emerging behaviors that represent real threats. This self-learning technology provides corporations with comprehensive visibility into their networks’ activity, allowing them to proactively respond to threats and mitigate risk.

Machine Learning and Cyber Security

The legacy approach of surrounding your information with higher and higher walls is not sufficient against today’s threat landscape. New advances in machine learning and mathematics, developed by specialists from the University of Cambridge, have allowed a new era of cyber security, which takes for granted that threat is permanently inside the network. Instead of predefining ‘bad’ behaviors and relying on prior knowledge about previous attack methods, Darktrace’s machine learning is capable of automatically modeling and clustering information dynamically and at speed.


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Catching the Cyber Attacker,

Lurking beneath the surface of enterprises today are in-progress cyber-threats, ranging from new vulnerabilities to advanced attackers that have taken hold of critical information. And yet the leaders of those enterprises often have no clue, until it is too late. The company board may discuss the incident recovery plan but have little oversight of the way the company protects its data systems in the first place.The cyber security breaches of the last year point to an inadequacy in the ability to see and detect emerging problems within our networks. As businesses explode in digital complexity and new types of threat emerge, organizations are increasingly outpaced and outmaneuvered by cyber-attackers.

and the Next Phase of Cyber AI

The old approach to information security, concerned with keeping threats out by strengthening the network perimeter, doesn’t work. Not against ransomware, which spreads too quickly to react in time, or slow and stealthy threats that fly under the radar, nor against insiders gone rogue, or hacked connected devices. The organizations that avoid the cyber headlines are embracing artificial intelligence to tackle these sophisticated and changeable adversaries.

With over 5,000 deployments, Darktrace is the world’s leading cyber AI company, having identified over 60,000 threats that would otherwise have gone unnoticed. These are the attacks that didn’t make front-page news.


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Darktrace Appliance Protections

Appliance Protection

Each physical Darktrace appliance is protected using industry best practice controls, and regular testing is undertaken to ensure that the appliance is secure against threats. The appliance has a software firewall present with rate limiting and antiDoS (Denial of Service) features. Vendor administration is performed via industry-standard encrypted SSH (Secure Shell) protocol.

Data Protection

Connections to and from the Darktrace appliance(s) are encrypted, using high-grade TLS encryption with perfect forward secrecy. User passwords are salted and one-way hashed for storage. Data in the system is protected from unauthorized deletion or modification by users.

User/Analyst Access Control

User accounts can be granted restricted access to subsets of the Darktrace appliance functionality. Stringent access profiles and auditing are applied to all activity on the appliance, which can be recorded and reported to a data controller.


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Darktrace Antigena

Background: Computer-Speed Attacks

As cyber-attacks become increasingly sophisticated and fast, security teams struggle to keep up. Today, more and more attacks are highly automated, propagating themselves inside a network without a human driving each step of the attack. Moving at machine-speed, they outpace human teams virtually every time. Global ransomware attacks have already demonstrated the scale that such criminal campaigns can achieve, within very short timeframes. New advancements in technology allow attackers to execute more and more highly targeted automated attacks. In this new era of cyber security, artificial intelligence can not only detect unknown threats, but fight back against them in real time. Autonomous response is the next frontier of cyber defense – giving human security teams the vital time they need to catch up, take stock, and action further remediation if necessary.

Proven to Protect

Hundreds of organizations rely on Darktrace Antigena to take targeted, real-time actions in response to significant cyber-threats. By enforcing an organization’s normal ‘pattern of life,’ Darktrace Antigena generates and executes actions to stop in-progress ransomware and insider threat, compliance breaches, malware, and other threats, saving the security team valuable time in triaging and responding to threat alerts.


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Cyber AI & Darktrace Cloud

Securing New Computing Models, Applications, Users, and Devices

Executive Overview

The rapid adoption of cloud and SaaS services has transformed the digital business and fundamentally reshaped the challenge of defending the enterprise against advanced attacks. Driven initially by the need to cut costs and increase efficiency, the transition to the cloud now serves as an essential conduit for digital transformation projects – from applying advanced analytics to big data sets, to supporting edge computing and devices that underlie everything from smart cities to connected cars. Yet from a security perspective, these new computing models have expanded the attack surface at an alarming rate, introducing new threat vectors across an increasingly dispersed corporate network. This trend presents a special challenge for strained security teams, who must now cope with an environment where they have limited visibility and control, and where their familiar on-premise security tools are often not applicable. Additionally, the ease with which developers can spin up a cloud instance and bypass the IT or security team can expose the business to considerable risk, demanding a new DevSecOps approach which may be unfamiliar to teams who have grown up on the traditional on-premise network model.


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Financial Services

With trillions of dollars in assets continually moving across complex infrastructures and around the world, it is no wonder that the financial services industry has long represented the holy grail for today’s most sophisticated cyber-criminals. And while the companies therein have responded by investing in high maturity security systems, these systems are predicated on an approach to cyber defense that has been antiquated by fundamental shifts in the nature of the cyber-attack.

One such shift is the rise of insider threats, which now account for 74% of business cyber security incidents. Because legacy security tools generally look outward to spot potential attacks, they miss these insider threats that imperil today’s financial institutions. Malicious employees have the advantage of familiarity with the networks and information they manipulate, and their credentials allow them to exfiltrate the most sensitive such information without raising red flags. Moreover, even well-intentioned employees present major security risks thanks to the emergence of personalized spear phishing emails, which trick victims into infecting their networks with malware by posing as friends and colleagues.

Another critical development in the cyber threat landscape has been the dramatic increase in the speed of such threats: modern strains of ransomware, for instance, can encrypt a network in under 30 seconds. As a result, even security tools that manage to alert incident responders to potential dangers are no longer sufficient. The reality is that these responders cannot counter machine speed threats on their own, and regardless, they are often flooded with hundreds or thousands of alerts — far too many to investigate before it’s too late.

Darktrace is the next generation of cyber defense, proven capable of identifying and autonomously responding to subtle attacks that bypass all other security tools. Deployed by many of the largest financial institutions in the world, Darktrace’s AI technology gives industry leaders unprecedented visibility into all their digital activity, as well as the unparalleled ability to detect and contain fast-acting threats in seconds. With Darktrace, security teams are afforded the critical time and knowledge they need to protect the world’s financial assets.

Darktrace shines a light onto our systems, giving us a visual overview of what’s really happening. Conor Claxton, COO, Macrosynergy

Manufacturing & Supply

Manufacturing companies face significant challenges in an age of increasing digitization, where corporate IT networks are coming to share more functions with traditional operational technologies. Protecting IT and OT environments, as well as ensuring that the supply chain is secure, means that manufacturing companies face cyber-threats from multiple angles.

Manufacturers depend on availability and reliability – machinery must be available to operate, and trusted to deliver. An undetected cyber attack could undermine the production process and cause substantial damage to finances and reputation. Insider threat poses a significant problem too – insiders could be well-placed to access critical systems to deliberately disrupt vital services, but also inadvertent mistakes could allow cyber-attackers to access operational technologies by using the corporate network as a through route. Manufacturing executives are increasingly aware of the greater risk of cyber-attack, and are taking steps to improve on existing security practises.

By working with leading manufacturing companies around the world, Darktrace is helping to defend against cyber-attacks and ensure organizations can operate without disruption. Darktrace’s self-learning technology is uniquely capable of learning a ‘pattern of life’ across both corporate IT networks and operational technologies, enabling it to detect anomalous activity in real time. Darktrace also provides total network visibility, aiding the investigative ability of security teams and providing boardroom executives with greater business oversight.

Machine learning can detect things that we can’t predict and define. It’s like finding a needle in an enormous haystack. Stuart Berman, Information Security Architect, Steelcase

Healthcare & Pharma

With the digitization of healthcare records and medical processes, and the premium that is paid on the dark web for medical records, the healthcare industry is increasingly becoming an attractive target for cyber-attackers across the world. Indeed, the healthcare industry faced no less than 142 known security breaches in Q2 of 2018 alone, which represents a significant increase from past quarters.

The healthcare sector has, in particular, experienced a rising number of ransomware attacks, in which cyber-criminals encrypt a network’s data and hold it hostage. These criminals consider such healthcare organizations low-hanging fruit for such attacks, as many lack the high maturity defenses to protect themselves effectively.

For pharmaceutical companies, cyber-attacks threaten the intellectual property at the very heart of their businesses, since their multibillion-dollar research is often guarded only by legacy security tools that become more antiquated each day. As these tools remain fixed in their understanding of what constitutes suspicious behavior, cyber-criminals are circumventing them by perpetually creating more and more innovative attacks.

Darktrace’s Enterprise Immune System offers the industry the means to stay ahead of emerging threats that jeopardize the entire sector. We work with hospitals and healthcare providers to deliver real-time awareness and visibility of all digital interactions, and our solution automatically flags emerging behaviors that require investigation. In addition to the Enterprise Immune System’s real-team alerting, Darktrace Antigena can autonomously contain attacks like ransomware in seconds — before they do irrevocable harm.

It’s a huge help to have a second pair of eyes on our systems at all times.

Thomas Brandl, Senior Director of Information Security, Human Longevity Inc.

Energy & Utilities

The energy and utility sector has long faced some of the most advanced attackers, from industrial espionage to state-sponsored attacks. As part of national critical infrastructure, the importance of defending these organizations in this new era of threats cannot be underestimated.

It is not just a case of protecting the corporate network either. Industrial Control Systems, such as SCADA, are increasingly being targeted in highly sophisticated attacks that threaten safety and personal security, as well as the long-term future of major infrastructure providers.

As IT and Operational Technology environments continue to converge – and the traditional air gap is undermined – it is critical to attain coverage and monitoring across all networks, so that emerging threats may be detected wherever they are moving.

Darktrace’s ICS capability, with the Industrial Immune System, complements its core Enterprise Immune System technology, making it the only threat detection and investigation tool that addresses both IT and OT environments.

Whether an employee shortcutting security policies, a skilled hacktivist with a grudge to bear, or a stealthy state actor biding time within your network, Darktrace catches the subtle signs of abnormality and identifies threats in their early stages.

Darktrace is the only company that uses mathematical analysis and machine learning to detect potential threats, allowing us to stay ahead of evolving risks.

Mike Somers, IT and Security Manager, Open Energi

Government & Defense

Governments and the defense sector face some of the most pernicious cyber-attackers, including state-sponsored ones. The stakes are high and governments are continually confronted with new, unseen threat methodologies that change quickly, move subtly, and are very difficult to detect.

Despite the best perimeter defenses, advanced attackers continue to challenge this sector, while insider threats that evade such perimeter protections are particularly devastating. As the Edward Snowden case proved, insiders render even the world’s most well-defended organizations vulnerable to attack, since legacy tools can rarely detect the malicious behavior of credentialed users. Indeed, non-malicious, legitimate network users also introduce risk, thanks to the increasing prevalence of targeted spear phishing campaigns that seek to trick employees into infecting their networks.

Darktrace works with governments and the defense sector to deliver the best-in-class, most resilient defense against today’s attackers and tomorrow’s threats. It assists governments in achieving oversight and visibility of their myriad networks and users, and it increases their confidence in being able to catch in-progress threats before they do damage.

With our unique heritage in government intelligence – our experts have decades of experience in cyber defense for national security, working in high-risk environments in the US, Canada and the UK – Darktrace is uniquely placed to help protect critical assets and national infrastructures. Darktrace fights back with the same level of sophistication and speed as the adversary, whoever or whatever they are.

In a rapidly evolving threat landscape, the Enterprise Immune System is absolutely critical to detect new types of attacks.

Laura Whitt-Winyard, Director of Information Security, Billtrust

Education

The recent escalation of cyber-attacks targeting the education sector has taught museums and schools across the world a valuable lesson: no organization is immune to threats online.

Indeed, educational institutions house significant quantities of sensitive personal information that can be used to commit identity theft, from colleges that collect families’ financials when determining tuition fees, to test providers that store social security numbers for identification purposes. Yet these organizations generally lack the robust cyber defenses that protect data-rich companies in other sectors, rendering them attractive prey for cyber-criminals.

However, today’s most sophisticated attackers are largely not lone criminals looking to sell personal information on the Dark Web; rather, they are coordinated, often state-sponsored threat actors with even more devastating intentions. In March 2018, the U.S. Justice Department indicted nine nation-state actors who allegedly stole 31 terabytes of documents from more than 140 American colleges on behalf of a foreign government, which later launched another attack on 76 universities in 14 countries. These universities produce many of the world’s most transformative innovations, and this intellectual property must be shielded from both financially and geopolitically motivated attacks.

While such external attacks are increasingly subtle and fast-acting, threats from credentialed users present an even greater challenge for legacy security tools. Unfortunately, insider threat is now a fact of life in education: A 2018 analysis of 850 cyber-attacks on colleges found that disgruntled students and staff accounted for a significant percentage of these incidents. Whether insiders attempt to alter grades or steal intellectual property or sabotage the administration, legacy cyber defenses simply can’t see them.

Darktrace’s cyber AI can see them, providing real-time threat detection and autonomous response to spot and stop these subtle attacks and insider threats at an early stage. Today, Darktrace protects some of the world’s leading universities, museums, and educational foundations, allowing them to stop even never-before-seen attacks in real time.

Transportation

Protecting increasingly interconnected critical infrastructure from new cyber threats is a significant challenge faced by the transportation sector. Damage to critical infrastructure has the potential to cause major knock-on effects for business reputation and customer satisfaction. Striking the balance between functionality and security is of vital importance for transportation companies as they provide critical services.

Cyber-attackers may target transportation companies not only to gain access to customer databases or other confidential data that may be monetized, but also to deliberately disrupt critical services, whether for political or ideological reasons. By interrupting the operational technologies managing transport infrastructures, cyber-threats can irreparably damage company reputations and pose a real threat to passenger safety.

Darktrace works with some of the world’s leading transportation companies, from airport groups to train companies, to provide defense against some of the most difficult and subtle threats within their networks.

The unique ability of Darktrace’s Enterprise Immune System to learn the normal behavior of each user, device and network, enables it to spot deviations from the norm and calculate the probability that those deviations represent genuine problems that require investigation. Darktrace detects threats as they emerge, providing total network visibility and ensuring that critical infrastructure can function reliably and safely, without interruption.

We rely purely on Darktrace to highlight changes in behavior that we need to be aware of.

Wayne Smith, Head of IT and Technology, Birmingham Airport

Technology & Telecoms

Cyber-attacks targeting technology and telecommunications firms represent the most significant threat to their sensitive customer data and invaluable intellectual property. When successful, such attacks cost these firms dearly, not only in terms of immediate loss of revenue but also in the form of subsequent reputational damage.

Technology firms that provide digital services or house vast quantities of user information are particularly at risk, as demonstrated in the Uber breach that exposed the personal information of more than 25 million users. Regulations around personal data, such as GDPR, increasingly require technology firms to adopt a robust cyber defense strategy that can detect cyber-threats at an early stage.

Cyber-attacks aimed at technology firms with lucrative IP have also become a fact of life in the Information Age. Often perpetrated by nation-state actors with advanced capabilities, these attacks are now remarkably subtle and stealthy, with some of the latest examples beginning to incorporate AI elements. For tech companies that rely on IP to maintain their competitive edge, these subtle and AI-powered threats have rendered static security systems no longer a viable option as a last line of defense.

The world’s most inventive companies are paving the way for a safer and smarter future, but that future is seriously imperiled by the modern cyber-threat, which legacy tools are ill-equipped to counteract. These innovators must therefore be willing to adopt equally innovative cyber security solutions, most obviously for the sake of their reputations and their bottom lines, but not least for their customers around the globe who increasingly entrust them with their livelihoods.

Darktrace’s machine learning and mathematics are extremely powerful in detecting activity that is abnormal.

Mark Hughes, President, BT Security

Retail & e-Commerce

The retail sector was the number one cyber-attack target among all industries in 2017. In just the past few years, industry giants from Target to Neiman Marcus have seen their reputations diminished by massive leaks of personally identifiable information, each of which affected tens of millions of customers. These companies themselves face lasting repercussions beyond just reputational damage: Home Depot’s breach, for instance, will likely cost the company $179 million once all its lawsuits finalize.

There are more than half a trillion cashless transactions every year, while e-commerce sales alone are projected to reach roughly $5 trillion by 2021: a virtual treasure trove for cyber-criminals to plunder. Given the hyper-competitive nature of the retail space, companies are vying with one another to maximize ease-of-purchase, a concern that is difficult to balance with the need for robust cyber security.

The industry is also lucrative prey for online threat actors due to the ease with which they can monetize retailers’ assets, which include mountains of credit card numbers and personal information that can all be rapidly sold on the Dark Web for profit. E-commerce sites also directly transfer virtual funds, while many of the security tools protecting these transfers remain susceptible to innovative malware that such tools aren’t programmed to detect.

If anything can be gleaned from the barrage of attacks bombarding retailers globally, it is that these companies must fundamentally shift their approach to cyber defense. Several leading retailers have already spearheaded this shift, entrusting Darktrace’s cyber AI to protect their network from never-before-seen threats, while relying on Darktrace Antigena to autonomously respond to those threats with machine speed.

Darktrace’s Enterprise Immune System has given us peace of mind that we are well-equipped to defend against today’s sophisticated attacks.

Dane Sanderson, Global Security Director, Trek

Media & Entertainment

The media and entertainment industry faces a fundamental challenge in the Digital Age: monopolizing content and services at a time when information flows more freely than ever before. This challenge is nowhere greater than in the case of cyber-crime, which threatens the intellectual property at the heart of the industry’s business model.

Such intellectual property is essential for media companies in particular, which spend enormous resources to create films and television shows that they must then defend from threat actors across the world. Yet modern consumers expect media that is highly digitized, with content readily available on multiple platforms — an expectation that is difficult to reconcile with the ideal of data security. In an age of advanced cyber-threat, media and entertainment companies must balance availability and exclusivity to avoid damaging leaks that could severely harm their reputations.

For entertainment companies, the imperative of protecting IP is accompanied by the need to defend sensitive customer data and lucrative digital operations. Online poker sites, for instance, house thousands of users’ credit card numbers, while a ransomware attack that shuts down its services can cost millions in lost revenue. Beyond their direct financial ramifications, security breaches can inflict lasting damage to a company’s brand name.

Many of the world’s leading media and entertainment companies have turned to Darktrace to protect against today’s sophisticated threats. Darktrace’s Enterprise Immune System technology enables these organizations to detect and defend against cyber threats in real time, protecting their key assets and foundational intellectual property with AI that learns on the job. Darktrace also provides total network visibility, affording its users an unprecedented awareness of all the routes that a potential threat could take. With Darktrace’s AI, media and entertainment companies can effectively safeguard their valuable intellectual property while remaining dynamic and innovative.

Darktrace’s approach is unique, and has already detected potentially-damaging threats inside our networks.

Marcello David, Head of IT Security and Compliance, HBG Gaming

Non-Profit

The media and entertainment industry faces a fundamental challenge in the Digital Age: monopolizing content and services at a time when information flows more freely than ever before. This challenge is nowhere greater than in the case of cyber-crime, which threatens the intellectual property at the heart of the industry’s business model.

Such intellectual property is essential for media companies in particular, which spend enormous resources to create films and television shows that they must then defend from threat actors across the world. Yet modern consumers expect media that is highly digitized, with content readily available on multiple platforms — an expectation that is difficult to reconcile with the ideal of data security. In an age of advanced cyber-threat, media and entertainment companies must balance availability and exclusivity to avoid damaging leaks that could severely harm their reputations.

For entertainment companies, the imperative of protecting IP is accompanied by the need to defend sensitive customer data and lucrative digital operations. Online poker sites, for instance, house thousands of users’ credit card numbers, while a ransomware attack that shuts down its services can cost millions in lost revenue. Beyond their direct financial ramifications, security breaches can inflict lasting damage to a company’s brand name.

Many of the world’s leading media and entertainment companies have turned to Darktrace to protect against today’s sophisticated threats. Darktrace’s Enterprise Immune System technology enables these organizations to detect and defend against cyber threats in real time, protecting their key assets and foundational intellectual property with AI that learns on the job. Darktrace also provides total network visibility, affording its users an unprecedented awareness of all the routes that a potential threat could take. With Darktrace’s AI, media and entertainment companies can effectively safeguard their valuable intellectual property while remaining dynamic and innovative.

Darktrace’s approach is unique, and has already detected potentially-damaging threats inside our networks.

Marcello David, Head of IT Security and Compliance, HBG Gaming