Name: How Machine Learning is Leveraged for Attack Detection Scenarios
Start: 2023-12-19T19:00:00Z
End: 2023-12-19T19:00:50.000Z
Location: BrightTALK
Rating: 5

Gurucul is a security analytics company founded in data science that delivers radical clarity about cyber risk. Our REVEAL platform analyzes enterprise data at scale using machine learning and artificial intelligence. Instead of useless alerts, you get real-time, actionable information about true threats and their associated risk. The platform is open, flexible, cloud native and cost optimized. Organizations can save 50% or more while achieving complete data control, visibility, searchability, and analytics within a single console. Industry analysts have recognized our platform as a Visionary in the 2024 Gartner(R) Market Quadrant(TM) for SIEM for the third-consecutive year. Our solutions are used by Global 1000 enterprises and government agencies to minimize their cybersecurity risk. To learn more, visit Gurucul.com and follow us on LinkedIn and Twitter. 


Next-Gen SIEM Focus Series (Myth Busters): SIEMs have gotten a bad rap. With declining detections, skyrocketing costs, and inadequate data visibility, it’s understandable. Gurucul flips these myths on their head. In this Democast Series, we bust common myths and show you a better way to cost-effective threat detection and incident response. 

<h2>Myth Buster #4 - SIEMs Can’t Prioritize Risk: Learn How to Reduce Alert Fatigue With Granular Risk Scoring</h2>

Is alert fatigue taking a toll on your team's morale and productivity?

In this Democast, discover how the Gurucul REVEAL security analytics platform can reduce analyst workload by up to 84% using a dynamic and customizable risk scoring engine.

<h3><a href="https://gurucul.com/democast/" target="_blank">Click here to explore our other democasts in the series</a></h3>

Myth Buster #4 - SIEMs Can’t Prioritize Risk: Learn How to Reduce Alert Fatigue With Granular Risk Scoring

Next-Gen SIEM Foundation Series: This is not your legacy SIEM that failed to deliver on the promises of yesteryear. This is the new way to SIEM, built on a unified security analytics platform. In this Democast Series, we cover the basics of building a solid foundation for your Security Operations Center using a Next-Gen SIEM.

<h2>Foundational Topic #4 - How To Automate and Expedite Triage Based on Risk</h2>

No security professional wants to spend their days sifting through alerts.

In this Democast, you'll learn how the Gurucul REVEAL security analytics platform automates much of the alert triage process using a dynamic risk engine that prioritizes and elevates risks. REVEAL also streamlines response with pre-built playbooks that trigger targeted workflows for various scenarios.

<h3><a href="https://gurucul.com/democast/" target="_blank">Click here to explore our other democasts in the series</a></h3>

Foundational Topic #4 - How To Automate and Expedite Triage Based on Risk

Next-Gen SIEM Focus Series (Myth Busters): SIEMs have gotten a bad rap. With declining detections, skyrocketing costs, and inadequate data visibility, it’s understandable. Gurucul flips these myths on their head. In this Democast Series, we bust common myths and show you a better way to cost-effective threat detection and incident response. 

<h2>Myth Buster #3 - SIEMs Fail to Find Real Threats: Learn How to Get High Fidelity Contextual Detections for DLP</h2>

Data loss prevention (DLP) is a critical objective for any security operations center (SOC), but traditional DLP solutions can be expensive and challenging to implement and maintain.

In this Democast, discover how the Gurucul REVEAL security analytics platform offers a more effective alternative with high-fidelity, context-aware detections for intelligent data loss prevention.

<h3><a href="https://gurucul.com/democast/" target="_blank">Click here to explore our other democasts in the series</a></h3>

Myth Buster #3 - SIEMs Fail to Find Real Threats: Learn How to Get High Fidelity Contextual Detections for DLP

Next-Gen SIEM Foundation Series: This is not your legacy SIEM that failed to deliver on the promises of yesteryear. This is the new way to SIEM, built on a unified security analytics platform. In this Democast Series, we cover the basics of building a solid foundation for your Security Operations Center using a Next-Gen SIEM.

<h2>Foundational Topic #3 - How To Simplify and Streamline Data Ingestion</h2>

Ingesting the right data at the right time into SIEM or UEBA solutions can be a resource-intensive challenge.

In this Democast, you'll discover how the Gurucul REVEAL security analytics platform simplifies the data ingestion process using a user-friendly 5-step drag-and-drop wizard, enabling you to prepare any data for analysis.

<h3><a href="https://gurucul.com/democast/" target="_blank">Click here to explore our other democasts in the series</a></h3>

Foundational Topic #3 - How To Simplify and Streamline Data Ingestion

LIVE WEBINAR + DEMO

Threats from within are the most difficult to identify without the right telemetry and analytics. Small and specialized Insider Threat teams are wasting limited resources chasing false positives, piecemealing strong cases of evidence and manually deriving context from siloed data. 

In this webinar, Gurucul’s Field CISO Craig Cooper is joined by industry expert Dr. Chase Cunningham to discuss how insider threat teams require and can achieve the right level of context to proactively predict, detect and mitigate insider threats. 

Join them as they unpack: 

1. The current challenges facing insider threat teams. 
2. How 360-degree context and machine learning analytics streamline insider threat programs. 
3. How the Gurucul platform provides critical context via a live demo

Context: The Critical Countermeasure to Combat Insider Threats

Next-Gen SIEM Focus Series (Myth Busters): SIEMs have gotten a bad rap. With declining detections, skyrocketing costs, and inadequate data visibility, it’s understandable. Gurucul flips these myths on their head. In this Democast Series, we bust common myths and show you a better way to cost-effective threat detection and incident response. 

<h2>Myth Buster #2 - SIEMS Aren’t Data Friendly: Learn How to Optimize Data for Analytics, and Save Money </h2>

Is your SIEM's insatiable appetite for data driving up your costs?

In this Democast, discover how the Gurucul REVEAL security analytics platform is the only cost-optimized SIEM that delivers dramatic cost savings by streamlining data onboarding, pipelines, filtering, enrichment, and threat intelligence.

<h3><a href="https://gurucul.com/democast/" target="_blank">Click here to explore our other democasts in the series</a></h3>

Myth Buster #2 - SIEMS Aren’t Data Friendly: Learn How to Optimize Data for Analytics, and Save Money

Next-Gen SIEM Foundation Series: This is not your legacy SIEM that failed to deliver on the promises of yesteryear. This is the new way to SIEM, built on a unified security analytics platform. In this Democast Series, we cover the basics of building a solid foundation for your Security Operations Center using a Next-Gen SIEM.

<h2>Foundational Topic #2 - How To Save Time With Effective Case Management and Streamlined Investigations</h2>

Having access to the highest-risk cases with comprehensive information and context is essential for accelerating investigations and responding swiftly to threats.

In this Democast, you'll learn how the Gurucul REVEAL security analytics platform empowers you to effectively manage your caseload and expedite investigations by prioritizing cases based on risk and providing 360-degree context.

<h3><a href="https://gurucul.com/democast/" target="_blank">Click here to explore our other democasts in the series</a></h3>

Foundational Topic #2 - How To Save Time With Effective Case Management and Streamlined Investigations

Next-Gen SIEM Focus Series (Myth Busters): SIEMs have gotten a bad rap. With declining detections, skyrocketing costs, and inadequate data visibility, it’s understandable. Gurucul flips these myths on their head. In this Democast Series we bust common myths and show you a better way to cost-effective threat detection and incident response. 

<h2>Myth Buster #1 - SIEMs Fail to Deliver Value: Learn How to Achieve Better Visibility, Less Risk, & Lower Costs</h2>

Are you frustrated with your SIEM, struggling to achieve the promised value?

In this Democast, discover how the Gurucul REVEAL security analytics platform can help you reduce costs while enhancing visibility and mitigating organizational risk.

<h3><a href="https://gurucul.com/democast/" target="_blank">Click here to explore our other democasts in the series</a></h3>

Myth Buster #1 - SIEMs Fail to Deliver Value: Learn How to Achieve Better Visibility, Less Risk, & Lower Costs

Next-Gen SIEM Foundation Series: This is not your legacy SIEM that failed to deliver on the promises of yesteryear. This is the new way to SIEM, built on a unified security analytics platform. In this Democast Series, we cover the basics of building a solid foundation for your Security Operations Center using a Next-Gen SIEM.

Foundational Topic #1 - How To Reduce False Positives and Find True Threats With Advanced Analytics

Security operations centers (SOCs) often operate with limited resources, making it crucial for analysts to avoid wasting time on false positives.

In this Democast, you'll discover how the Gurucul REVEAL security analytics platform leverages model chaining and link chain analysis to uncover true positive threats. By presenting each threat within a comprehensive case of evidence, REVEAL provides 360-degree context, enabling you to focus on real threats and eliminate the time-consuming pursuit of false positives.

<h3><a href="https://gurucul.com/democast/" target="_blank">Click here to explore our other democasts in the series</a></h3>

Foundational Topic #1 -  How To Reduce False Positives and Find True Threats With Advanced Analytics

We’re joined by Dr. Chase Cunningham, former Forrester analyst and established security expert, to have a frank discussion about SIEM migrations. Many have been burned by previous SIEM installations and migrations, grappling with complexity and cost to only fall short of the misleading promises from the SIEM vendor. 

The SIEM market is rapidly transforming. Legacy players are bowing-out and security professionals are eager to adopt more advanced security analytics platforms, or Next-Gen SIEM solutions. The anguish of past migrations is still a fresh wound, but modern platforms have applied those learnings into innovative solutions. 

This Webinar Aims To Help You:  

Understand the improvements of a modern migration 
Learn best practices for planning and undergoing a migration 
Address any doubt preventing you from modernizing your SecOps program.

SIEM Migration: Lessons from the Past and Promises of the Future

The SIEM vendor landscape disruption is in full swing and Gurucul is providing a beacon to help light the way safely back to shore. Join us and learn why we’re proud to again be positioned furthest to the right for Completeness of Vision while scoring 2nd for TDIR and SIEM customization use cases in the latest Gartner 2024 SIEM reports. 

In this interactive session we’ll provide commentary on the evolving SIEM market merging madness activity, and discuss both Gartner reports, highlighting the objective results surrounding the Gurucul Next-Gen SIEM platform and how the results can help enterprises navigate the evolving SIEM market. 

These Gartner reports are designed to offer an unbiased perspective on the SIEM vendor landscape, guiding your selection of the most viable solution for your challenges and desired outcomes. We’ll showcase why Gurucul is a must-add to your vendor shortlist as you strive to become the SOC you were meant to be.

SIEM Market Disruption and 2024 Gartner MQ and Critical Capabilities Reports

Ready to improve SOC effectiveness while cutting data costs in half? Join us for an exciting webinar where we'll showcase the unique cost reduction and data management capabilities of the Gurucul platform. Discover how our intelligent data fabric seamlessly ingests data from any source, filters unnecessary data to low-cost storage, enriches data for advanced analytics and searches any storage without rehydration—all contributing to 50% SIEM cost reduction! Our advanced machine learning and AI-powered platform offers unmatched data management and federated search capabilities without the need for expensive third-party tools. Don’t miss out on learning how Gurucul can transform your security operations into a highly efficient, cost-effective powerhouse. Give your analysts radical clarity into cyber risk while achieving radical cost savings.

How to Drive Down Skyrocketing Data Costs with the Only Cost-Optimized SIEM

For decades, security leaders have relied on Security Information and Event Monitoring — SIEM (“SIM”) as a key component of their Security Operation Centers. And while still relevant, SIEM solutions are in need of a makeover to keep up with modern threats and take advantage of emerging technologies like advanced analytics, AI, Machine Learning, and cloud-based services. That makeover is taking shape as the Intelligent SIEM Platform —  the next-generation of SIEM platforms. In this webcast from Gurucul you’ll hear from the author of the 2024 KuppingerCole Leadership Compass on Intelligent SIEM Platforms, of which Gurucul was an Overall Leader. Together they’ll discuss how Next-Gen SIEM platforms can: 

●    Incorporate behavior analytics with Machine Learning for high-fidelity threat detections 

●    Enrich any data with additional context for unified visibility and accelerated investigations 

●    Empower analysts with easier search capabilities, GenAI assistants and natural language processing (NLP) 

●    Leverage advanced security orchestration, automation, and response (SOAR) capabilities

KuppingerCole: Rise of the Intelligent SIEM: A Catalyst for SOC Modernization

While Generative AI has grabbed the attention of cyber security organizations, the line between what exists today, where things are going, and doomsday scenarios are increasingly blurred. This has made it challenging for many security teams to plan both tactically and strategically based on how AI has changed the threat landscape. 

In this webinar, we'll help you cut through the current noise that overzealous vendors and media create to focus on: 
1.  The current realities of how adversaries and security teams can leverage true AI capabilities 
2. The emerging usage of AI, specifically Generative AI, and how it impacts the threat landscape 
3.  The top use cases that organizations can plan for and use today in their initiatives to improve and optimize their threat detection, investigation, and response

Demystifying Hype: AI & Breach Prevention Detection, Investigation & Response

As organizations are adopting multi-cloud and hybrid cloud strategies to optimize IT infrastructure and increase availability, workloads and applications are increasingly distributed between on-premise infrastructure and multiple cloud providers, securing these environments becomes a critical priority. However, Hybrid and multi-cloud environments present unique challenges, making it difficult for security teams to detect and prevent targeted attacks. Data collection, multi-cloud vulnerabilities, and data privacy concerns are factors to consider. In fact, the BI firm, Statisa, reports Key stat: Statista reports that 86% of companies encounter difficulties in handling data across multi-cloud settings.

Learn about the top challenges and best practices for empowering security operations teams to better monitor these environments and prevent attackers from successfully breaching these complex architectures.

Eliminating SOC Challenges for Multi-Cloud and Hybrid Cloud Environments

Improving threat detection, investigation and response within your SOC requires the ability to optimize, accelerate and improve the accuracy across four key areas:

• Improve the Deployment, Ingestion and Operationalization of your SIEM
• Increase the Accuracy and Accelerate Detection of Attacks
• Validate the Attack Campaign by Eliminating Manual Investigation Steps
• Build Confidence Through a Dynamic, Risk-Prioritized Response

In this webinar, we'll cover how these areas are necessary for today's Modern SOC and how organizations can achieve these improvements through their SIEM.

Zero to SIEM in Seconds

Established User and Entity Behavior Analytics (UEBA) has become a critical capability for security operations in identifying known threats earlier and detecting unknown threats and new variants. While finding anomalous activity is important to provide an early warning into a potential attack campaign, combining that with identity analytics can better validate whether the anomaly is indicative of an attack. This unified set of analytics can greatly improve the efficacy of security operations in preventing a successful breach.

In this webinar, we'll explore how security teams can improve their threat detection and incident response plan with UEBA and Identity Analytics and cover the following:

- Introduction to UEBA why you need it
- How Identity Analytics can provide great value to the SOC
- How the combination can accelerate security operations
- Common use cases that can be optimized
- Quick Demo

Early Determination of Attack Risk with Behavioral and Identity Analytics

Observability solutions address several business problems by providing insights into application performance, system reliability, and the overall security posture of an organization's systems and applications. Its goal is to reduce the mean time to remediate (MTTR) and increase the mean time between failures (MTBF). This can happen only if operators can identify potential problems, performance issues, or security concerns, and help organizations proactively troubleshoot areas that impact availability.

Operations teams use observability to obtain a complete picture of the systems they are managing, ones that SecOps use to identify breaches and malicious activity. This can be extraordinarily challenging as infrastructure and data are more geographically distributed, within hybrid and multi-cloud dispersed data distribution centers, while continuing to support a hybrid workforce. With security lead observability, an organization can also expose the “unknown unknowns”—issues that were previously not known to have existed.

In this webinar, we will cover how security teams can extend the right SIEM for the following Observability use cases:
-  Downtime and Performance Issues that can prohibit incident awareness
-  Application Reliability and Performance Impacts across microservices and cloud infrastructure
-  Detection and Response of Security Threats and Incidents
-  Scalability Challenges with current SIEMs
-  Improved Compliance and Auditing

Enhancing Security Operations by Augmenting SIEM with Observability

Machine Learning (ML) is used to identify abnormal behavior and pinpoint malicious behavior. This webinar will show you how Gurucul uses adaptive and static ML models to identify two different MITRE attack stages: Lateral movement (T1110) and Valid/Default Account (T1078/001). In our demonstration, we'll run a basic model and identify an 'outlier' use case. 

During the webinar we'll address the following: 
• How ML models are used 
• How ML minimizes false positives 
• Why you can't rely on security alerts alone 
• Advantages of combining ML with security alerts 

Bring your questions!

How Machine Learning is Leveraged for Attack Detection Scenarios

Machine Learning

Cyber Security

Cyber Defence

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Cyber Incident Response

Cyber Attacks

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How Machine Learning is Leveraged for Attack Detection Scenarios

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