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Latest Blog Posts
Why attack-centric approaches to email security can’t cope with modern threats
Despite evolving email threats, many organizations still rely on SEGs or outdated, attack-focused methods. These approaches can’t counter advanced, AI-driven attacks. The solution? Business-centric email security that understands users and inbox behavior, not just threats.
PumaBot: Novel Botnet Targeting IoT Surveillance Devices
Darktrace investigated “PumaBot,” a Go-based Linux botnet targeting IoT devices. It avoids internet-wide scanning, instead using a C2 server to get targets and brute-force SSH credentials. Once inside, it executes remote commands and ensures persistence.
From Rockstar2FA to FlowerStorm: Investigating a Blooming Phishing-as-a-Service Platform
FlowerStorm is a phishing-as-a-service platform that leverages Adversary-in-the-Middle attacks to steal Microsoft 365 credentials and bypass MFA. Darktrace detected a SaaS compromise linked to FlowerStorm, identifying suspicious logins, password resets, and privilege escalation attempts, enabling early containment through AI-driven threat detection and response.
Defending the Frontlines: Proactive Cybersecurity in Local Government
To quickly identify and respond to threats before damage occurs, this local government relies on Darktrace to improve network visibility, stop insider threats, protect its email systems, and accelerate incident investigations.
Evaluating Email Security: How to Select the Best Solution for Your Organization
In today’s saturated market for email security, it can be difficult to cut through the noise of AI hype and vendor claims. CISOs should be using a structured evaluation framework to support informed, objective comparisons of different vendors – to allow them to make the best decision for their organization.
Adapting to new USCG cybersecurity mandates: Darktrace for ports and maritime systems
Darktrace uses AI-led OT, IoT, and IT Network Security to help secure maritime transportation systems. This blog describes some of the new mandated requirements by the USCG and demonstrates Darktrace’s security capabilities.
Catching a RAT: How Darktrace Neutralized AsyncRAT
Darktrace's AI-driven tools identified and disrupted AsyncRAT activity, detecting suspicious connections and blocking them autonomously. This proactive response prevented the compromise from escalating and safeguarded sensitive data from exfiltration.
Revolutionizing OT Risk Prioritization with Darktrace 6.3
Darktrace / OT introduces IEC-62443 compliance reporting, expanded protocol visibility, and dynamic risk modeling, redefining how OT teams prioritize risks with contextual insights now additionally powered by firewall rule analysis and KEV scoring, all purpose-built to protect industrial operations and safety.
Anomaly-Based Threat Hunting: Darktrace's Approach in Action
This blog outlines Darktrace's model-based anomaly detection and how security teams can leverage custom models for targeted threat hunts. Recently, Darktrace's Threat Research team applied this method in their report, "AI & Cybersecurity: The State of Cyber in UK and US Energy Sectors."
Combatting the Top Three Sources of Risk in the Cloud
The biggest sources of risk in the cloud are misconfigurations, IAM failures, and infrastructure that is unprepared to handle cross-domain threats. Learn how AI-powered cloud security tools can help security teams identify and mitigate these risks.
SocGholish: From loader and C2 activity to RansomHub deployment
In early 2025, Darktrace uncovered SocGholish-to-RansomHub intrusion chains, including loader and C2 activity, alongside credential harvesting via WebDAV and SCF abuse. Learn more about SocGholish and its kill chain here!
Your Vendors, Your Risk: Rethinking Third-Party Security in the Age of Supply Chain Attacks
Protecting against supply chain cyber-attacks means safeguarding not just your network, but your customers’ trust. Learn why securing vendor relationships is essential in today’s threat landscape.
Boosting Security with Azure Virtual Network TAP Traffic Mirroring
Discover why Darktrace is a launch partner for the Public Preview of Microsoft Azure Virtual Network Terminal Access Point (TAP).
MFA Under Attack: AiTM Phishing Kits Abusing Legitimate Services
Tycoon 2FA uses AiTM phishing and legitimate services to bypass MFA. Darktrace AI stopped it, read the blog to learn how Self-Learning AI detects sophisticated threats.
The Importance of NDR in Resilient XDR
Learn why EDR alone is not enough and how NDR uncovers and stops threats that disable or bypass endpoint security.
Obfuscation Overdrive: Next-Gen Cryptojacking with Layers
Docker is a prime target for malware, with new strains emerging daily. This blog explores a novel campaign showcasing advanced obfuscation and cryptojacking techniques.
How NDR and Secure Access Service Edge (SASE) Work Together to Achieve Network Security Outcomes
Learn how NDR and SASE solutions complement and interact with each other to create a robust network security strategy.
Why Asset Visibility and Signature-Based Threat Detection Fall Short in ICS Security
Discover how anomaly detection deployed across core network segments delivers a more effective approach to ICS security.
Introducing Version 2 of Darktrace’s Embedding Model for Investigation of Security Threats (DEMIST-2)
Learn how Darktrace’s DEMIST-2 embedding model delivers high-accuracy threat classification and detection across any environment, outperforming larger models with efficiency and precision.
AI Uncovered: Introducing Darktrace Incident Graph Evaluation for Security Threats (DIGEST)
Discover how Darktrace’s new DIGEST model enhances Cyber AI Analyst by using GNNs and RNNs to score and prioritize threats with expert-level precision before damage is done.
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