Darktrace

Are you worried about this?

Too many alerts to identify the really dangerous ones.
I have EDR and FW in place, but I'm still concerned about suspicious internal behavior.
I feel we are not detecting unknown malware or legitimate account abuse.
Even if detection is possible, initial response may be delayed and damage may spread.

Product Overview

Darktrace is an enterprise security product that continuously learns the "behavior" of communication and usage within an organization and detects signs of anomalies. It does not rely solely on known attack patterns (signatures), but rather uses "normalcy" unique to the environment as the standard for detecting unusual behavior. Therefore, it contributes to early detection of first-time attacks and signs of internal breaches.

The number of attacks from ransomware is increasing every year

The number of attacks from ransomware is increasing every year.
With cyber-attacks on major companies in 2025 also becoming a hot topic, security measures are an urgent need for all companies, large and small.

Darktrace Features

Feature 1: Signature-independent anomaly sign detection

It ensures a starting point for detection even for attacks that do not match known patterns, such as unknown malware or abuse of legitimate accounts. Based on the difference between normal behavior and abnormal behavior, the signs of abnormality are visualized, and a state is created in which "what should be investigated" is known.

Feature 2: Organizing and prioritizing information directly related to decisions

Rather than simply increasing the volume of alerts, we organize and present the information needed to understand the situation and make a decision. This allows you to focus on "events that really need to be addressed now," thereby reducing both the risk of oversight and the operational burden.

Feature 3: Integrated response that goes beyond detection to “blocking

The system does not stop at detecting anomalies, but can also take actions such as blocking unauthorized communications and suspicious behavior. Automating and speeding up initial response prevents damage from spreading and improves the effectiveness of incident response.

Feature 4: Complementary detection and protection by leveraging existing countermeasures

Rather than replacing perimeter defenses, EDR, logging infrastructure, etc., it complements monitoring, detection, and blocking while leveraging existing countermeasures. While preventing detection omissions, it also raises the level of protection for the entire operation.

How Darktrace works

Darktrace's self-learning AI engine approach to detect unknown malware.

Compared to the conventional type, which could detect known attacks and their derivatives but could not detect unknown malware, Darktrace can detect even unknown malware as anomalies by using an AI engine to determine if it is normal or not.

Examples of Darktrace

File downloads from a destination or port that has never been connected to before are determined as suspicious behavior, and Darktrace AI blocks the file acquisition. Four seconds after detection, communication from the terminal was intercepted and the incident was prevented.