Darktrace vs Vectra AI comparison

Darktrace is a leading cybersecurity solution that leverages artificial intelligence and machine learning to provide advanced threat detection, response, and risk management capabilities. Many reviewers find Darktrace's AI and machine-learning capabilities to be valuable. They appreciate its ability to detect anomalies and threats that might go unnoticed by traditional security tools. Overall, the general sentiment towards Darktrace from reviewers is positive. Users seem to appreciate its scalability, stability, AI capabilities, visibility, and ease of use.

Darktrace offers a proactive and intelligent approach to cybersecurity. It utilizes AI algorithms to learn and understand the 'pattern of life' for every user and device within a network. This understanding enables it to detect anomalies that could signify a cyber threat, from subtle insider threats to more obvious ransomware attacks.

Its adaptability, autonomous response features, and comprehensive network visibility make it a top-tier solution for different sizes of organizations and across many industries. It was named one of TIME magazine’s ‘Most Influential Companies’ in 2021 and protects over 8,800 organizations globally from advanced cyber threats.

Darktrace Cyber AI Loop

The Darktrace Cyber AI Loop introduces an advanced artificial intelligence-based system for cybersecurity, designed to build a self-improving defense mechanism. This system functions like a closed loop, where each stage feeds information and insights into the next, amplifying the overall effectiveness of the platform.

The key components of the loop are:

• DETECT - An AI engine that monitors your network and endpoints for anomalous activity, constantly learning the normal behavior of your users and devices. It identifies suspicious patterns and potential threats in real-time, even from never-before-seen attacks.
• PREVENT - This proactive arm analyzes vulnerabilities and identifies weaknesses in your IT infrastructure. It prioritizes patching and configuration changes to harden defenses before attackers can exploit those vulnerabilities.
• RESPOND - When DETECT identifies a threat, RESPOND takes immediate action to contain and neutralize it. This can involve isolating compromised devices, disrupting attacker activity, and automatically escalating critical incidents to human analysts.
• HEAL - This newest addition to the loop focuses on post-incident recovery. It automatically restores compromised systems, cleans infected files, and helps to prevent the attack from spreading further.

Darktrace's AI algorithms can identify threats that traditional security tools might miss. It continuously learns and updates its understanding of what is normal for each environment, ensuring that it can quickly detect and respond to unusual activities that could indicate a breach. Darktrace's Antigena module can autonomously respond to threats in real time. This is particularly crucial in containing fast-moving threats like ransomware, where every second counts. 

Darktrace's solution provides unparalleled visibility into all parts of the network, including cloud services, IoT devices, and industrial control systems. This comprehensive coverage ensures that no part of the network is left unprotected. However, while the Darktrace Cyber AI Loop offers a robust solution, it is not a complete cure-all and requires careful implementation and integration with existing security frameworks.Darktrace offers a comprehensive and unified approach to cybersecurity. It provides continuous protection against known and unknown threats, regardless of where they emerge. Darktrace's solutions provide visibility into your cloud infrastructure, continuous monitoring of application usage and communication patterns (e.g., identification of suspicious actions like unauthorized data access), comprehensive email security that goes beyond traditional spam and phishing filters, real-time protection for endpoints, and continuous monitoring of network traffic and device activity.

Darktrace also provides specialized coverage to secure your zero-trust architecture. Identifies compromised identities, unauthorized access attempts, and risky data exfiltration within a least-privilege environment. Finally, it has a dedicated solution for safeguarding industrial control systems and critical infrastructure. Monitors communication patterns, device behavior, and physical access within OT environments, protecting against operational disruptions and cyberattacks.

Vectra threat detection and response is a complete cybersecurity platform that collects, detects, and prioritizes security alerts. The Cognito platform for Network Detection and Response (NDR) detects and responds to attacks inside cloud, data center, Internet of Things, and enterprise networks. The platform also provides automated response capabilities for low-level threats and escalates more severe anomalies to security personnel.

Cognito captures data for multiple relevant sources and enriches it with context and security insights. It starts by deploying sensors across different networks in datacenters, IoT, or enterprise networks. The algorithm extracts relevant metadata from network and cloud traffic. The information can also be non-security information that can help investigation. 

The data is enriched with security context to support critical use cases, such as threat detection, investigation, hunting and compliance. The platform is machine learning-based, which enables it to adapt to any new and current threat scenario. It detects, clusters, prioritizes, and anticipates attacks by using identity and host-level enforcement. 

With the Vectra platform, a person can investigate 50 threats in just two hours. By prioritizing alerts and leveraging threat intelligence, it provides faster results.Vectra solves today’s security challenges for network detection and response. 

One of Vectra’s best features is the emphasis they put in pairing research and data science for security insights. It offers behavior codification with unsupervised, supervised, and deep learning models. 

The pricing is according to a subscription model with a free trial available.Vectra is available for Office 365, Azure AD and AWS Brain.

Features of Vectra AI

• AI-based threat detection and response. 
• Detects attacks in real time with behavior-based threat detection. 
• Consolidates and correlates thousands of events, detecting threats. 
• Enriches threat investigation with a chain of evidence and data science security insights. 
• Machine learning techniques, including deep learning and neural networks. 
• Gives visibility into cyberattackers and analyzes all network traffic. 
• Continuous updates with new threat detection algorithms. 
• Provides encryption at rest and in transit. For the AWS version, it offers AES-256 encryption via AWS Key Management Service. 
• Guaranteed availability according to the SLA of the service selected. 
• Does not connect to public sector networks. 

Benefits of Vectra AI

• Behavioral models use AI to find unknown attackers. 
• Context increases the accuracy of threat hunting. 
• Allows for proactive action by prioritizing the most relevant information. 
• Provides a clear picture and extensive context for investigations. 
• Aids decision-making in the incident response process. 
• Helps working with large datasets by capturing metadata at scale. 
• Automates time-consuming analysis. 
• Reduces the security analysts’ workloads on threat investigations. 

Other advantages of Vectra services include that they can be deployed in the public, private, or hybrid cloud. Support is available via email or online ticketing with an average of 4 hours of response. Phone support is available 24/7. 

Vectra provides full on-site and online training and documentation. Regarding the user interface, it supports several types of web browsers, such as Internet Explorer, Microsoft Edge, Firefox, Chrome, Safari and Opera. However, it is not available for mobile devices.

Reviews from Real Users

Here’s what PeerSpot users of Vectra AI have to say about it:

"One of the core features is that Vectra AI triages threats and correlates them with compromised host devices. From a visibility perspective, we can better track the threat across the network. Instead of us potentially finding one device that has been impacted without Vectra AI, it will give us the visibility of everywhere that threat went. Therefore, visibility has increased for us." - Dave W., Operations Manager at a healthcare company

"It does a reliable job of parsing out the logs of all the network traffic so that we can ingest them into our SIEM and utilize them for threat hunting and case investigations. It is pretty robust and reliable. The administration time that we spend maintaining it or troubleshooting it is very low.” - T.S., Senior Security Engineer at a manufacturing company