The Future of Machine Learning in Cybersecurity

The Future of Machine Learning in Cybersecurity

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The Future of Machine Learning in Cybersecurity

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The Future of Machine Learning in Cybersecurity
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While many organizations are still focused on legacy signature based perimeter controls, today’s adversary and unknown malware walks out the back door with all their data. So what’s the answer?

This white paper, “The Future of Machine Learning in Cybersecurity,” explains machine learning (ML) technology in a non-technical easy to read language — what it is, how it works and why it offers better protection against the sophisticated attacks that bypass legacy security controls. At LMNTRIX we apply machine learning technology to both network packets as part of the LMNTRIX Hunt NDR solution and our endpoint as part of LMNTRIX Respond to deliver a completely signatureless next-gen AV solution. Our experts avoid technicalities to make it more easy to read by non-experts.

Download this report to learn:

  • What is Machine Learning
  • What are the different types of Machine Learning
  • What is Deep Learning as applied to cybersecurity
  • Application of Machine Learning in Cybersecurity
  • Machine Learning Tasks in Cybersecurity
  • What the Future Holds for Machine Learning and AI in Cybersecurity
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Business Heads in the Security Clouds

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Business Heads in the Security Clouds

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For many enterprises, the migration and adoption of cloud platforms were already underway before 2020 started. As soon as many governments started instituting lockdowns and travel bans in an effort to curb the COVID-19 pandemic. As businesses looked for ways to try and mitigate the devastating financial effect of the pandemic they saw Cloud solutions as potential hedges against financial loss and improving workflow. This led to the rapid adoption of cloud solutions be they provided from a third-party or looking to develop a private cloud.

As the cloud grows, so do the security threats. Credential abuse, misconfigurations and lack of visibility creates vulnerabilities for targeted attacks. A suitable strategic approach can mitigate these risks.

Download this report to learn how cloud security using the LMNTRIX Active Defense protects traditional on-premise workloads from being leveraged for cloud attacks.

Our technology stack natively integrates with cloud providers to add protection, detection and visibility for existing cloud workloads at scale. As environments and attackers change, our ongoing innovations help our customers meet new security challenges and prevent advanced attacks that go undetected by traditional security measures.

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What Does It Really Cost to Build a 24/7 SOC

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What Does It Really Cost to Build a 24/7 SOC?

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Building a SOC, of whatever type you need, will take considerable effort, expertise, and resources to complete successfully. Never underestimate just how expensive it will be or how long it can take to get from a paper plan to a fully operational facility running at optimal efficiency.

With the extensive requirements for conceiving, developing, building, and staffing a SOC, it is easy to see why SOCs can cost so much and yet still fail to live up to expectations. It is essential to keep in mind before starting this process that no SOC will be perfect, particularly when it first goes live. SOC’s need constant maintenance, updating, enhancement, and evolution if they are to become effective and remain viable over the long term.

Download the Identity Protection Whitepaper to learn of:

  • Do you need a SOC?
  • What will a SOC do for you?
  • Why should I build a SOC?
  • What do I need to build a SOC?
  • Cost estimates to build a SOC

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You’ve Been Hacked! Now What? How to Respond to Cybersecurity Incidents

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You’ve Been Hacked! Now What? How to Respond to Cybersecurity Incidents

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It’s happened: You’ve received a breach notification — either from internal staff, an external tipster or law enforcement. Intruders have broken through your defenses and into your organization’s environment. What are your next steps?

Will you respond like the Equifax CEO Rick Smith who stated that the firm would be “defined by its response” then went onto publish a website on which customers had to file a claim by entering confidential information that Equifax had already mishandled!

Or will you handle it like Uber who was exposed for an attempted payment to keep criminals from exposing a massive data breach. It’s one thing to forgive the initial hack, but paying to cover it up is another thing. They even went as far as demanding the hackers signed nondisclosure agreements.

And in 2020, Travelex camouflaged a system-wide outage as a “scheduled maintenance,” later admitting that the event was the result of a massive ransomware attack, ignoring the age-old wisdom that “honesty is always the best policy.”

Download this whitepaper to learn how to respond to cybersecurity incidents including an Incident Handling Checklist so that you don’t repeat the mistakes made by the likes of Equifax, Uber and Travelex.
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Ransomware Protection, Containment, And Recovery Guide

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Ransomware Protection, Containment, And Recovery Guide

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This is no surprise: cyber extortion is a highly lucrative enterprise for cybercriminals.

Every organisation needs a strategy for preventing and responding to ransomware and cyber extortion.

The LMNTRIX ransomware protection, containment and recovery guide provides practical tools for people at all levels of an organisation to understand and manage the risk posed by ransomware and cyber extortion.

This guide will provide practical zero cost endpoint security controls and enforcement measures which can limit the capability for a ransomware or malware variant to impact a large scope of systems within an environment. If there is an active outbreak, depending upon the propagation method that the variant is leveraging, implementing many of the recommendations within this document can potentially disrupt and contain the event.

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Business Email Compromise: A Billion-Dollar Problem

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Business Email Compromise: A Billion-Dollar Problem

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Over $12B has been lost to spear phishing and account takeover. Targeted attacks carry no malicious payload (URLs or attachments) and bypass all email gateways easily..

LMNTRIX XDR learns your business’s unique communication patterns to detect personalized fraud in real-time to protect against business email compromise and account takeover including: .

  • Conversation hijacking
  • Extortion
  • Impersonation
  • Phishing
  • Scamming

Download this early white paper to learn about our BEC protection solution.

You can also discover threats hiding in your inboxes right now before your users do with a complimentary threat scan. Register at https://lmntrix.com/demo or email us at info@lmntrix.com to book your scan.

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Deception Technology Guide

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Deception Technology Guide

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As security challenges evolve, prevention-based security is hopelessly insufficient and outclassed. We know attackers have become more advanced, and we know that even the most expensive traditional security solutions fail to protect organizations.

The answer is to pivot from passive perimeter defenses to a proactive solution that can detect attacks within the perimeters early enough to prevent harm to the business. Deception-based solutions give security teams the ability to detect and contain attackers where damage is minimized. In addition, the team has the benefit of time and data to understand the attack and prevent reoccurrence.

The LMNTRIX Deception Technology Guide provides a summary of how undetectable deceptions create a hostile environment for attackers, stops lateral movement, and saves your critical assets.

Download this guide to learn:

  • An overview of cyber deception
  • Components of an enterprise deception solution
  • Implementing deceptions
  • Deception benefits
  • Deployment strategy
  • Shifting power to defenders
  • Deception use cases
  • Cyber deception effectiveness
  • How LMNTRIX XDR benefits from deceptions
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Network Detection and Response with LMNTRIX XDR

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Network Detection and Response with LMNTRIX XDR

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A cloud-delivered Network Detection and Response (NDR) platform is the evolution of effective IT security. It reliably detects threats and sophisticated attacks, retains full-packet forensics for as long as necessary, and enables integrated response. Cloud-delivered NDR consolidates multiple security point products into a single platform that deploys rapidly.

It provides continuous threat visibility as organizations move workloads from on-premises to the cloud or expand into other environments such as industrial networks. NDR also increases the efficiency of security teams to allow them to mitigate any impact of attacks rapidly.

Download the Identity Protection Whitepaper to learn of:

  • An Overview of Network Detection and Response
  • Principles of NDR
  • Components of Enterprise NDR
  • Implementing NDR
  • Deployment Strategies
  • Importance of NDR for Security Investigations
  • Leveraging Network Telemetry for Forensics
  • NDR Case Studies
  • NDR Use Cases
  • How LMNTRIX XDR Benefits from NDR and Network Telemetry
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EDR : Putting The X Factor in XDR

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EDR : Putting The X Factor in XDR

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This paper dives deep into how Endpoint Detection and Response (EDR) is a crucial component of Extended Detection and Response (XDR) strategies.

We also discuss the history of EDR in more detail, look at some use cases, deployment strategies, and provide a concrete framework for threat hunting with EDR.

Whether you’re a cybersecurity professional or just interested in learning more about how to protect your organization from cyber threats, this whitepaper is a must-read!

Download the Identity Protection Whitepaper to learn of:

  • The Progression of Endpoint Security
  • Use cases for EDR
  • EDR Deployment Strategies
  • Framework for Hunting with EDR
  • Framework for Detecting Adversary Behavior with EDR
  • Framework for Incident Response
  • And much more….

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Industrial Control System Security Guide

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Industrial Control System Security Guide

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This white paper explores the issues around industrial control system security solutions to help you determine your cyber security protection requirements to select the appropriate managed security solution for your operational technology systems.

We also discuss how LMNTRIX XDR can be used for industrial strength OT and IoT security and visibility.

Whether you’re a cybersecurity professional or just interested in learning more about ICS and how to protect your organization from ICS based cyber threats, this whitepaper is a must-read!

Download this ICS Security Guide to learn:

  • Overview of Industrial Control Systems
  • ICS Architecture
  • General Introduction to SCADA and Modbus
  • ICS Misconceptions.
  • A Brief History of ICS
  • ICS Threat Landscape
  • ICS Weaknesses and Vulnerabilities
  • ICS Threat Vectors
  • ICS Threat Actors
  • ICS Security Controls
  • ICS Risk Management
  • ICS Risk Assessment Preparation
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