Every attack is unique, and sometimes the only way to spot an attack is with security analytics software that uses machine learning and anomaly detection to identify attacks based on patterns.
The list includes tools for Windows, macOS, and Linux, with a focus on log management and SIEM tools that analytics features like threat intelligence, anomaly detection, or usage analytics. We’ve also included tools with custom dashboards and high quality visualization options like graphs and charts.
Here is our list of the eight best security analytics software:
- SolarWinds Security Event Manager EDITOR’S CHOICE Our top pick for security analytics software. Log management tool with threat intelligence, event correlation, dashboards, graphs, charts, alerts, and more. Start a 30-day free trial.
- Datadog Infrastructure monitoring software with log collection, filtering, dashboards, anomaly detection, alerts, and more.
- LogRhythm NextGen SIEM Platform Log management software with machine analytics, alarms, user and entity behavior analytics, threat scoring, automated responses, and more.
- Sumo Logic Log analysis software with security analytics, graphs, charts, alerts, integrations, and more.
- Logz.io Cloud-based SIEM with log collection, automated threat detection, real-time alerts, reporting, and more.
- Splunk SIEM software with log collection, anomaly detection, machine learning, user behavior analytics, risk scores, custom dashboards, and more.
- Rapid7 InsightIDR SIEM software with dashboards, graphs, charts, user behavior analytics, attacker behavior analytics, automation, and more.
- Elastic Stack Open-source log management software with dashboards, visualization options, log categorization, anomaly detection, and more.
The best security analytics tools
SolarWinds Security Event Manager is a log management solution that collects logs on a centralized basis. SolarWinds Security Event Manager uses threat intelligence to automatically detect and respond to network threats. The threat intelligence feed analyzes events throughout your network and compares them to known malicious threats, highlighting issues that need your attention.
- Centralized log collection
- Threat intelligence
- Compliance reports
Through the dashboard, you can view an overview of security and performance events throughout the network with the help of graphs and charts. For example, you can view a chart of All Events over the last 12 hours so you can identify if there is an unusual spike in activity that could indicate a cyber attack.
The alerts system allows you to configure triggers to determine when you are notified about security events by email or SMS. Out-of-the-box compliance reports for HIPAA, PCI DSS, SOX, FISMA, NERC CIP, FERPA, GLBA, GPG13, and more, allow you to prepare for regulatory compliance.
- Enterprise focused SIEM with a wide range of integrations
- Simple log filtering, no need to learn a custom query language
- Dozens of templates allow administrators to start using SEM with little setup or customization
- Historical analysis tool helps find anomalous behavior and outliers on the network
- SEM Is an advanced SIEM product built for professionals, requires time to fully learn the platform
SolarWinds Security Event Manager is a great choice for enterprises that require threat intelligence and streamlined event correlation. Prices start at $2,525 (£1,972.19). It is available on Windows, macOS, and Linux. You can start the 30-day free trial here.
The SolarWinds Security Event Manager is our number one choice for Security Analytics software. We love the centralized log collection, intuitive dashboard and range of threats detected. The reports will save you time when sharing results with colleagues or clients.
Start 30-day Free Trial: solarwinds.com/security-event-manager
OS: Windows, macOS, Linux
Datadog is an infrastructure monitoring tool that you can use to monitor log data. Data dog automatically collects logs from services and applications throughout your environment, so that you can search and filter for security events. Through the dashboard, you can view analytics to monitor performance trends.
- Automated log collection
- Search and filter
- Threat detection
Threat detection gives you enhanced visibility over threats by analyzing logs in real-time and identifying malicious or anomalous patterns for you to respond to, with out-of-the-box detection rules to determine what constitutes a threat. Detection rules can also be customized according to your requirements.
Watchdog automatically detects performance anomalies with machine learning and sends you alerts to tell you to take action. For example, if latency spikes suddenly then the system identifies this and alerts you. You can then proceed to a detail page that provides additional contextual information you can use to resolve the issue.
- Has an excellent interface, easy to use, and highly customizable
- Cloud-based SaaS product allows monitoring with no server deployments or onboarding costs
- Can monitor both internally and externally giving network admins a holistic view of network performance and accessibility
- Supports auto-discovery that builds network topology maps on the fly
- Changes made to the network are reflected in near real-time
- Allows businesses to scale their monitoring efforts reliably through flexible pricing options
- The trial is only two-weeks long
Datadog is recommended for enterprises that wish to automatically detect security threats. The Log Management package starts at $1.27 (£0.99) per million log events, per month. It is available for Windows, macOS, and Linux. You can launch the 14-day free trial.
Related post: The Best Threat Intelligence Platforms
LogRhythm NextGen SIEM Platform is a log management software with machine learning and scenario-based analytics. With LogRhythm NextGen SIEM Platform you can use LogRhythm DetectX’s machine analytics to detect malicious activity and trigger alarms to notify you about the problem. Machine analytics uses a combination of machine learning, behavior profiling, statistical analysis, blacklisting, and whitelisting to identify threats.
- Log collection
- Machine analytics
- User and entity behavior analytics
- Threat scoring
- Automated incident response
Similarly, UserXDR can detect anomalous user behavior with user and entity behavior analytics (UEBA). A risk-based prioritization algorithm calculates a risk-based score to all issues detected. Threat scoring helps you to identify which issues pose the most risk to your environment so you can remediate them first.
The integrated Security Orchestration, Automation and Response (SOAR) tool LogRhythm RespondX automatically responds to incidents based on playbook actions or approved-based response actions. For example, RespondX can automatically disable a port, suspend a user account, or kill processes.
- Uses simple wizards to setup log collection and other security tasks, making it a more beginner-friendly tool
- Sleek interface, highly customizable, and visually appealing
- Leverages artificial intelligence and machine learning for behavior analysis
- Would like to see a trial option
- Cross-platform support would be a welcomed feature
LogRhythm NextGen SIEM Platform is suitable for automating threat detection and response in enterprise environments. The company offers a custom pricing model so you need to request a quote to view pricing information. Schedule a demo from this link here.
Sumo Logic is a log analysis tool you can use to monitor logs in real-time. Sumo Logic comes with security analytics and Adaptive Signal Clustering, which automatically identify potential security incidents and provide contextual information that human users can use to resolve the issue.
- Real-time log monitoring
- Security analytics
- Automated prioritization
- Graphs and charts
Visualization displays like graphs and charts allow you to view performance trends in real-time. LogReduce breaks down high volumes of logs into basic patterns to help you make sense of what’s going on.
Alerts notify you about any problematic activity when it occurs. Configure alert conditions to generate email alerts that highlight real-time error conditions. Whenever you discover a problem, integrations with ticketing systems help you to manage the incident with your existing tools.
- Great dashboard visualizations, highly customizable
- Uses AI to automatically group suspicious events for analysis
- Uses intelligent alerting to reduce duplicate notifications
- Has a steep learning curve when compared to other products
- Integrations and initial onboarding can be complex
Sumo Logic is a good solution for automatically compiling contextual information on malicious events and anomalies. Pricing starts at $3.00 (£2.34) per GB logs for the Essentials version. It is available for Windows, macOS, and Linux. You can sign up for the free trial here.
Logz.io is a cloud-based SIEM with automated threat detection. Logz.io automatically identifies threats from log data taken from services like CloudTrail, CloudFront, EC2, Microsoft Active Directory, Microsoft Defender, HashiCorp Vault, Okta, and Palo Alto Networks. The platform’s threat intelligence compares collected logs to public and private data feeds to identify security risks.
- Log analysis
- Automated threat detection
- Real-time alerts
Through the dashboard, you can view a top-down perspective of your infrastructure and then drill down into user data to investigate threats. Analytics displays like graphs and pie charts help you to understand what’s going on. You can schedule reports to periodically check up on the latest security trends. Reports can be customized to display the information that’s most important to you.
Real-time alerts continuously update you on the latest security threats. Configure trigger conditions to determine when you receive notifications and receive alerts by email, Slack, or PagerDuty. For example, you can configure an alert to notify you whenever there is a failed authentication attempt.
- Operates in the cloud, allowing for flexible and predictable growth for monitoring
- Leverages threat intelligence data from both public and private sources
- Flexible alerting integrations allow you to easily alert team members or forward issues to ticketing solutions
- The 40-day retention period can be a large drawback when investigating past events
- Needs more documentation and KB articles for integrations
- Search functionality can be made more user friendly
Logz.io is worth evaluating if you require automated threat detection. The Community version is available for free and supports up to 1GB of log data with one day of log retention. Paid versions start at $1.08 (£.84) per indexed GB for the Pro version. You can request a demo from this link here.
Splunk is a SIEM tool that you can use to collect and analyze logs throughout your network. With Splunk you can monitor the security of your infrastructure in real-time with anomaly detection and machine learning, which detect indicators of compromise. Similarly, user behavior analytics uses machine learning to identify anomalous user, device, and application behavior.
- Real-time log analysis
- Anomaly detection
- Risk scores
- User behavior analytics
- Incident response
When security events are detected, you can use risk scores to identify, which to remediate first. Customizable dashboards allow you to monitor log data through the dashboard with the assistance of graphs and charts. You also have the option to use the Adaptive Operations Framework to conduct automated responses after a threat is detected.
The software is fully-equipped with compliance reports to help prepare for regulatory compliance for the GDPR, PCI DSS, HIPAA, FISMA, and SOX. Schedule reports to make sure that you stay up to date on your compliance status, and generate on-demand reports to share with auditors.
- Can utilize behavior analysis to detect threats that aren’t discovered through logs
- Great user interface – highly visual with easy customization options
- Easy prioritization of events
- Enterprise focused
- Available for Linux and Windows
- Must contact sales for pricing
- More suited for large enterprises
- Integrations and initial onboarding can be complicated
Splunk is recommended for enterprises that require a state of the art SIEM solution with anomaly detection capabilities. Splunk Enterprises starts at $1,800 (£1,406) per year. You can sign up for a trial here.
Rapid7 InsightIDR is a SIEM solution that you can use to monitor log data and detect security insights. General monitoring can be conducted through dashboards that include charts and graphs. Rapid7 InsightIDR offers User Behavior Analytics you can use to monitor for malicious activity. For example, user behavior analytics uses machine learning to identify anomalous activity, assigns a Risky User Ranking, and raises an alert.
- Collect and monitor logs
- Graphs and charts
- User Behavior Analytics
- Attacker Behavior Analytics
The platform also offers attacker behavior analytics to protect against external threats. Attacker behavior analytics detects security events based on real-world attacks, using detection methods created by Rapid7’s team of security analysts. Context-rich alerts let you know the cause of an alert so you can take action to address the root cause.
Automation enables the system to automatically respond to security events. For example, the software can automatically suspend user accounts or follow a prebuilt workflow.
- Leverages behavioral analytics to detect threats that bypass signature-based detection
- Uses multiple data streams to have the most up to date threat analysis methodologies
- Allows for robust automated remediation
- Pricing is higher than similar tools on the market
- Some features may require paid plugins
Rapid7 InsightIDR is a SIEM tool that’s a fit for large organizations looking for an advanced log management solution. Prices start at $2,156 (£1,683) per month. You can start the free trial here.
Elastic Stack is an open-source log management tool that you can use to collect logs from services like Kubernetes, Amazon CloudWatch, Apache, AWS, Azure, Docker, MySQL, and more. For example, to monitor Kubernetes you can view a breakdown of logs by host, pod, or other custom metadata.
- Log collection
- Log categorization
- Out-of-the-box integrations
- Anomaly detection
- Customizable detection
Through the dashboard, you can monitor key performance with graphs and charts. For example, you can view a pie chart of Syslog hostnames and processes for ECS. Log categorization helps you to search for logs more efficiently, grouping events together based on message content and format.
An anomaly detection feature uses machine learning to monitor log data and notify you about security events. There is also a detection engine that you can use to configure custom detection rules to determine when the platform responds to events, and integrates with other products so you can receive alerts wherever you require.
- Setup is straightforward and simple
- The scripting language is easier to learn than some similar tools on the market
- Massive community-backed support and plugins
- Schema changes can require reindexing, can be time-consuming for large databases
- Some features could benefit from simplification or plugins that make admin tasks easier
- More tutorials for new users would be a welcomed change
Elastic Stack is one of the top open-source log management solutions on the market. Pricing starts at $16 (£12.50) per month. It is available as a hosted version or a download for Windows, macOS, and Linux. You can start the free trial from this link here.
Choosing security analytics software: Editor’s choice
Security analytics is worth making a part of your cybersecurity strategy if you want to maximize your detection and remediation capabilities. The right solution will help you to identify threats faster and avoid the perils of alert fatigue, so you don’t spend hours managing false alarms.
Tools like SolarWinds Security Event Manager, Datadog, and LogRhythm NextGen SIEM Platform are all superb choices for enterprise users. Each tool is easy to use with threat intelligence, anomaly detection, and machine analytics you can use to mitigate security risks. We highly recommended researching and trying out multiple tools to find the tool that’s best for your environment.
Security Analytics FAQs
What are security analytics tools?
Security analytics tools take a longer look at system event data to spot patterns of behavior. This is different from traditional security software which examines each event in isolation. Modern cyberattacks utilize authorized user accounts and pore-existing system services to move around the network causing damage or stealing data. Security analytics tools aim to stop those activities and they can perform that search automatically or support manual investigations.