Security analytics involves a combination of tools to safeguard your IT system. This article will dive deeper into advanced security analytics tools.
Let’s take a look at security analytics as a concept.
What is Security Analytics?
Security analytics is a cybersecurity approach that employs data collecting, aggregation, and analysis technologies to detect threats and monitor security.
When a corporation uses security analytics tools, it can watch security events to discover possible risks before they harm the company’s infrastructure.
Security analytics integrates extensive data skills with threat intelligence to detect, evaluate, and mitigate insider threats, persistent cyber threats, and external bad actors’ targeted attacks.
The Core Components of Security Analytics
The core components of security analytics are;
- Data collection
- Data analysis
- Threat detection
- Incident response
Data Collection
Gathering data from numerous sources, including logs, network traffic statistics, threat intelligence feeds, and so on, provides a holistic picture of the organization’s security landscape.
Data Analysis
Using statistical tools and algorithms to find patterns or trends in acquired data that could indicate potential threats or weaknesses.
Threat Detection
Using modern tools like artificial intelligence (AI) and machine learning to detect known and undiscovered risks based on observed patterns or behaviors.
Incident Response
Giving IT staff valuable insights to help them respond swiftly to observed issues by prioritizing risks based on severity levels and eliminating false positives/negatives.
Away from that, let us see the benefits of security analytics.
Benefits of Security Analytics
Security analytics is transforming Security Operations Centers (SOCs). Security analytics assists SOCs in detecting and responding to possible attacks proactively by utilizing modern technologies like AI, machine learning, and anomaly detection.
From the standpoint of SOC operations, the following are some important advantages of security analytics:
- Reduced false positives
- Faster threat detection
- Better incident prioritization
- Enhanced forensics capabilities
Reduced False Positives
False positives waste time and resources studying issues that do not exist. Anomali’s technology, for example, uses AI-driven algorithms to discriminate between standard behavior patterns and true anomalies, significantly lowering false alerts.
Faster Threat Detection
The primary purpose of any SOC is to detect and neutralize threats before they do significant damage.
Security analytics technologies, such as Anomali’s Security Operations Platform, analyze vast amounts of data in real time to discover known and unknown risks.
Better Incident Prioritization
Threat intelligence integrated into security analytics platforms assists incident response teams in more efficiently prioritizing warnings based on criteria such as threat actors’ intent or probable impact on business operations.
Enhanced Forensics Capabilities
Security analytics tools help businesses understand where attacks started, how their systems were infiltrated, what assets were compromised, and whether data was lost.
These tools can also give incident timelines. The capacity to reconstruct and evaluate incidents can help organizations strengthen their cybersecurity strategy to prevent similar incidents.
Now, to the central issue of discussion, let’s see some advanced security analytics tools.
Advanced Security Analytics Tools
Security analytics tools detect dangers using a triad of data science, AI, and deep learning algorithms on environmental data.
It can also integrate these extensive data capabilities with threat intelligence to detect, assess, and mitigate insider risks.
Some advanced security analytics tools are;
- IBM Security QRadar SIEM
- Splunk Enterprise Security (ES)
- IBM Security Guardium
- SolarWinds Security Events Manager
IBM Security QRadar SIEM
As digital threats become more prevalent and cyber adversaries become more sophisticated, the jobs of SOC analysts are more important than ever.
QRadar SIEM goes beyond threat detection and response by empowering security teams to address today’s threats proactively through advanced AI, powerful threat intelligence, and access to cutting-edge material to optimize analyst potential.
Whether you require cloud-native architecture designed for hybrid scale and speed or a solution to supplement your on-premises infrastructure, IBM has an SIEM to match your requirements.
Benefits of IBM Security QRadar SIEM
Here are some benefits of IBM Security QRadar SIEM.
Accelerate Threat Detection and Response
Disrupt advanced cyber-attacks and quickly reply with cutting-edge material, including native.
Open Source SIGMA community integration. No extra context is required with associated log event data, including IBM X-Force Threat Intelligence, user behavior analytics, and network analytics.
Reduced Operational Complexity
Robust interoperability allows you to work efficiently across various data source types and security tools.
QRadar SIEM, which comes with over 700 prebuilt connectors and partner extensions, effortlessly interacts with your existing threat detection technologies to provide complete visibility throughout your security ecosystem.
Splunk Enterprise Security (ES)
Splunk Enterprise Security is an analytics-driven SIEM that uses actionable intelligence and sophisticated analytics to battle threats at scale. To detect harmful environmental risks, ingest machine data from any source.
To discover and mitigate security incidents, investigate and correlate activity across multi-cloud and on-premises sources in a unified view.
To address the demands of the business, Splunk Enterprise Security supports cloud, on-premises, and hybrid deployment types.
Splunk Enterprise Security, when installed as a cloud-based SIEM, according to the manufacturer, can enhance time to value by allowing teams to focus on higher-value security duties rather than maintaining infrastructure hardware and manual upgrades.
Benefits of Splunk Enterprise Security
Here are some benefits of Splunk enterprise security
Efficient Log Correlation
Users praised XDR’s automation features, which enable efficient log correlation and data transformation into valuable insights.
According to several reviewers, this feature saves them time and increases their overall productivity.
Comprehensive Security Monitoring
Users praised the product’s capacity to monitor firewall traffic, email systems, and AWS infrastructure, resulting in comprehensive security monitoring.
This feature was praised for detecting possible threats from various sources.
Intuitive User Interface
Users have repeatedly considered the product’s user interface intuitive and straightforward, allowing for speedy task completion. Many reviews appreciated its ease of use and simplicity.
IBM Security Guardium
As digital transformation and cloud migration increase, so will your requirement for advanced security analytics tools.
In the complicated data world, you face many use cases, making data security an even more pressing concern.
IBM Security Guardium is a data security system that can adapt to changing threat environments, delivering complete visibility, compliance, and protection across the data security lifecycle.
Guardium is a contemporary, scalable data security platform geared to handle the demands of today’s evolving settings as you undertake security initiatives.
Benefits of IBM Security Guardium
Some benefits of this advanced security analytics tool are;
Monitor Activity and Change Data
One of the most challenging aspects of data security is determining who has access and what they can do.
Enterprises require real-time activity monitoring for on-premises and cloud data sources to preserve mission-critical data.
Guardium secures data via encryption, key management, real-time warnings, dynamic redaction, suspect ID quarantining, and other features.
Understand Risks and Prioritize Investigation
Non-prioritized threats might soon overwhelm your security analysts. Guardium identifies undiscovered threats using advanced analytics and risk rating.
It allows security analysts to prioritize and manage responses across the SOC and ticketing systems by connecting with important security tools.
Automate Data Discovery and Classification
Enterprises need help determining where their data lives and whether it requires additional security.
To identify vulnerabilities, guardium can detect, classify, and catalog regulated structured and unstructured data on-premises and in the cloud.
Speed Up Data Compliance
Compliance requirements that vary and frequently change are a challenge.
Guardium can accelerate compliance efforts by utilizing a simplified technological infrastructure and prebuilt templates for laws like PCI DSS, SOX, HIPAA, GDPR, CCPA, and others that automate compliance workflows.
This allows for more timely reporting, simpler operations, lower TCO, and a more robust compliance posture.
SolarWinds Security Events Manager
The vendor markets SolarWinds Security Event Manager (formerly Log & Event Manager) as a powerful and award-winning SIEM.
It is an on-premises solution that collects, consolidates, and analyzes logs and events from firewalls, IDS/IPS devices and applications, switches, routers, servers, operating system logs, and other applications.
The key uses are threat detection, automated incident analysis and response, and compliance reporting for IT infrastructure.
Benefits of SolarWinds Security Events Manager
Some benefits of this advanced security tool include;
Excellent Customer Support
Several reviews appreciated SolarWinds’ customer support service for their experience and effectiveness in resolving difficulties.
They found the support team’s assistance invaluable in addressing any concerns or challenges they faced while using the program.
Easy Configuration process
Many customers have expressed satisfaction with the SolarWinds configuration procedure, describing it as simple and uncomplicated.
This shows that the product has a user-friendly interface for making essential adjustments, making it easy for consumers to set up and configure to their requirements.
Efficient Log Collection and Normalization
Users enjoy SolarWinds’ centralized log collecting and normalization feature.
This feature simplifies monitoring and analysis by effectively gathering logs from multiple sources and normalizing them into a standard format. This simplifies log data handling and analysis, saving users time and effort.
Before we go, many people need clarification on SIEM and security analytics. Let’s differentiate them very briefly.
SIEM vs. Security Analytics
Security information and event management (SIEM) systems collect log data created by monitored devices – such as network equipment, computers, storage, firewalls, etc.– to identify specific security-related events occurring on individual machines.
This data is then aggregated to establish what is happening throughout the system. This allows organizations to discover deviations from expected behavior and develop and implement appropriate actions.
Legacy SIEM systems were not designed to manage modern CI/CD lifecycles focused on frequent build and deployment cycles.
As a result, they need to be more capable of the large amounts of data produced by these technologies.
Security analytics, unlike traditional SIEM solutions, makes use of cloud-based infrastructure.
Also, because cloud storage providers can provide nearly limitless data storage that can scale based on an organization’s needs, the corporation is not constrained by corporate data storage and retention laws.
Likewise, security analytics can improve the efficiency of data collection and storage. It can also handle modern DevOps methods and CI/CD systems better.
Conclusion
Integrating these advanced security analytics tools into your cybersecurity strategy improves detection rates and allows for faster response times when events occur.
As cyber threats evolve, businesses of all sizes must stay ahead with cutting-edge security analytics solutions.
