The useful question is what changes for users, developers or buyers, and whether the announcement stays industry context or becomes something people can actually use.

Darktrace has refuted claims by the cybercriminal group LockBit that it breached the company’s internal systems, stating its security teams found no evidence of compromise following a full review. The company emphasized that its services remain fully operational and customer data is protected, with no evidence linking LockBit’s claims to actual data exposure. Darktrace stated it will continue monitoring the situation closely while maintaining confidence in its security posture.

Darktrace announced it has been recognized as a Leader in the 2026 Gartner Magic Quadrant for Network Detection and Response (NDR), marking its second consecutive year in this position. The company is the only vendor to hold this distinction for both 2025 and 2026, alongside being named a 2025 Customers’ Choice for NDR. Darktrace attributed this recognition to its ability to adapt and deliver outcomes as the NDR market evolves.

Darktrace’s NDR approach utilizes Self-Learning AI to analyze normal network activity and detect real-time deviations, enabling proactive threat detection before vulnerabilities are publicly disclosed. Recent innovations include DIGEST, a machine learning model trained on anonymized incident graphs to predict escalation risks. The model combines Graph Neural Networks and Recurrent Neural Networks to identify high-risk threats early, enhancing detection of unknown and zero-day threats.

Darktrace’s inclusion in the 2026 Gartner Magic Quadrant follows recognition from customers, with Darktrace / NETWORK™ earning a 4.8 out of 5 rating based on 612 reviews as of May 20, 2026. The company has also received prior accolades, including Leader status in the 2025 Gartner Magic Quadrant for Email Security Platforms and recognition as a Visionary in the 2026 Gartner Magic Quadrant for Cyber-Physical Systems Protection Platforms.