Best Security Analytics Software
Security analytics platforms are tools which provide proactive or exploratory network security via behavioral machine learning or analytics techniques. Alternately described as SA Tools or network traffic analytics software, these products collect, normalize, and analyze network traffic for threat behavior. Vendors specializing specifically in SA offer machine learning tools for applying security models to traffic across enterprise assets. While highly related to SIEM , security analytics software may provide more advanced tools for data mining...
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IBM Security QRadar is security information and event management (SIEM) Software.
IBM Guardium is IBM's data security posture management solution, that aims to offer organizations comprehensive visibility, actionable insights and real-time controls to help users comply with regulations, preserve privacy and secure sensitive data no matter where it is stored.
Splunk Enterprise Security (SIEM) is the company's flagship SIEM product, offered as a premium service to subscribers of Splunk Cloud or Splunk Enterprise.
Microsoft Security Copilot helps security and IT teams to protect organizations at the speed and scale of AI. It is available in a standalone experience or embedded into other Microsoft Security products.
Cisco Secure Malware Analytics (formerly Threat Grid) combines advanced sandboxing with threat intelligence into one unified solution to protect organizations from malware. With a context-aware malware knowledge base, the user can understand what malware is doing or attempting to…
ANY.RUN is an online interactive sandbox for DFIR/SOC investigations. The service gives access to malware analysis and detection of cybersecurity threats. The malware analysis sandbox is available to businesses of all sizes and the service also helps companies improve and simplify…
Since 2004, Mandiant has been a partner to security-conscious organizations. Mandiant’s approach helps organizations develop more effective and efficient cyber security programs and instills confidence in their readiness to defend against and respond to cyber threats.
Maltego is an open source intelligence (OSINT) and graphical link analysis tool for gathering and connecting information for investigative tasks, available as a Java application that runs on Windows, Mac and Linux.
SolarWinds LEM is security information and event management (SIEM) software.
HighGround offers a suite of functionality and services that enables businesses to manage and control…
Trend Micro Deep Discovery is a family of advanced threat protection products that enables users to detect, analyze, and respond to today’s stealthy, targeted attacks. Deep Discovery blends specialized detection engines, custom sandboxing, and global threat intelligence from the…
Cofense Vision stores emails offline and provides threat hunting analytics. Cofense Vision allows the user to search and quarantine emails in minutes — across an entire organization, and is designed to provide threat hunting at speed.
As part of the Fortinet Security Fabric, FortiAnalyzer provides security fabric analytics and automation to provide better detection and response against cyber risks.
Palo Alto Network’s WildFire is a malware prevention service. It specializes in addressing zero-day threats through dynamic and static analysis, machine learning, and advanced sandbox testing environments.
Lumu Technologies is a cyber-security company that illuminates threats, attacks, and adversaries affecting enterprises worldwide. Using actionable intelligence, Lumu provides a way to secure networks by enhancing and augmenting existing defense capabilities established over the past…
Cyberstanc Vortex is designed to enhance the existing frameworks, tools, and techniques for secure data transfer between secure networks. By utilizing Simulation Intelligence and Signat…
Trellix Intelligent Sandbox (formerly McAfee Advanced Threat Defense) enables organizations to detect advanced, evasive malware and convert threat information into immediate action and protection. It includes additional inspection capabilities that broaden detection and expose evasive…
Alert AI is an application firewall for Generative AI. Its detection covers AI Visibility, managed LLM/ML adversarial threat detection, LLM model vulnerability management, sensitive information, data privacy, integrity, and risks.
The LogRhythm NextGen SIEM Platform, from LogRhythm in Boulder, Colorado, is security information and event management (SIEM) software which includes SOAR functionality via SmartResponse Automation Plugins (a RespondX feature), the DetectX security analytics module, and AnalytiX…
Securonix headquartered in Addison offers the Securonix Next-Generation SIEM deployment, combining log management as well as user and entity behavior analytics (UEBA), for a complete SOC solution.
EclecticIQ Platform is an analyst-centric Threat Intelligence Platform (TIP). The vendor says it is optimized for the collection of intelligence data from open sources, commercial suppliers and industry partnerships into a single collaborative analyst workbench. EclecticIQ Platform aims to eliminate the manual…
Sumo Logic is a log management offering from the San Francisco based company of the same name.
The Devo Data Operations Platform, from Devo headquartered in Cambridge, provides big data analytics capabilities to machine data and security operations.
In November 2017, FlowTraq was acquired by Riverbed to bring advanced security technology to the wider Riverbed customer base. With the increasing overlap of the needs of Security and Network Operations teams, existing FlowTraq customers have gained access to Riverbed's product suite,…
Learn More About Security Analytics Software
What are Security Analytics Platforms?
Security analytics platforms are tools which provide proactive or exploratory network security via behavioral machine learning or analytics techniques. Alternately described as SA Tools or network traffic analytics software, these products collect, normalize, and analyze network traffic for threat behavior. Vendors specializing specifically in SA offer machine learning tools for applying security models to traffic across enterprise assets. While highly related to SIEM, security analytics software may provide more advanced tools for data mining or freeform analytics.
Security analytics software provides several benefits to organizations. Overall, it enhances the actionability of security data, especially at the enterprise level. These tools reduce the manual load associated with performing security analytics. They also prevent analyses graphically for less specialized users to make decisions based on the results. This improved accessibility and data centralization can improve event response times, threat visibility, and insider threat awareness. They can also provide proof of compliance in the event of an audit.
Security analytics platforms primarily consist of data ingestion pipelines, an analytics engine, and accessible next-step functions like data visualizations, alerts, or automated workflow triggers for threat remediation. The data pipelines are designed to intake data from a wide number of sources, including non-IT contextual data like HR or finance information. Security analytics software can then perform a range of analysis methods depending on the data being analyzed, such as behavior or traffic analysis. The AI foundations of many security analytics tools makes this process less manual than it would otherwise need to be, especially when coupled with updated 3rd-party threat intelligence resources.
Security analytics are sometimes found in other security data collection tools. SIEMs and IT Infrastructure Monitoring tools are common sources of security analytics capabilities. Since the tools collect the data directly, they can be better suited to handling certain kinds of data. Standalone security analytics platforms are likely to have more robust security analytics engines. They focus on advanced AI-driven analytics and rely on other security systems to collect the security data itself. This arrangement may be ideal for businesses that are adding a security analytics tool on top of preexisting security systems.
Features of Security Analytics Platforms
Security analytics software provide the following features or targets for analysis:
Ingested data from SIEM or other sources
User and entity behavior analytics (UEBA)
Automated or on-demand network traffic analysis
Model observed behavior against threat intelligence
Configure analytics to observe behavior against policy
Application access and analytics
DNS analysis tool
Email activity
Network packets
Identity and social persona
File access
Geolocation, IP context
Security Analytics Software Comparison
When comparing different security analytics platforms, consider these factors:
Data Source Integration: Does the tool have prebuilt ingestion pipelines for specific types of security data collectors, or even specific products? These factors will heavily impact the timeline and ease of implementation and long-term management as security tools are added or replaced over time.
Scalability: How easily will the software handle analytics at volume? Consider aspects like analytics automation and the AI capabilities available. Also consider how scalable the next-steps from analytics results are, be they alert management, integrations with security controls for automated workflows, and other processes.
Usability: Much of the value of security analytics engines are the ease of use and improved accessibility of results for non-specialists. Consider how usable and actionable each product is for less-specialized users.
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Pricing Information
Security analytics pricing varies depending on whether it’s a standalone platform, SIEM, or log analytics/management tools. Costs will also depend on the range of features offered and the length of time that data is retained. Pricing within tiers is often scaled by the amount of data stored, analyzed, or managed on the platform.