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August 5, 2020

Guarding Against Threats Beyond IT

We explore insights from a vast customer database, exposing the widespread adoption of ICS protocols within IT settings.
Inside the SOC
Darktrace cyber analysts are world-class experts in threat intelligence, threat hunting and incident response, and provide 24/7 SOC support to thousands of Darktrace customers around the globe. Inside the SOC is exclusively authored by these experts, providing analysis of cyber incidents and threat trends, based on real-world experience in the field.
Written by
David Masson
VP, Field CISO
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05
Aug 2020

Key takeaways

  • Multiple well-known ICS attacks have been successful by gaining an initial foothold into the IT network, such as EKANS, Black Energy, and Havex
  • Stage One of the ICS Cyber Kill Chain is network reconnaissance, and so IT/OT network segregation is critical
  • Darktrace finds that many organizations’ networks have at least some level of IT/OT convergence
  • Visibility across ICS infrastructure, actions, and commands provides a better picture into potentially malicious internal activity

IT & OT Convergence Threats

Shipping, manufacturing, and other forms of heavy industry are seeing an ever-increasing convergence of IT and OT systems with the growth in Industrial Internet of Things (IIoT). At the same time, it remains critical to segment IT from OT networks, as the lack of segmentation could provide a malicious actor – either a hacker or rogue insider – easy access to pivot into the OT network.

High-profile attack campaigns such as Havex or Black Energy show traditional network security monitoring tools can be insufficient in preventing these intrusions. After the initial compromise, these ICS attacks progressed from IT to OT systems, showing that the convergence of IT and OT in cyber-physical ecosystems calls for technology that can understand how these two systems interact.

More recently, analysis of the EKANS ransomware revealed that attackers are attempting to use malware to actively disrupt OT as well as IT networks. The attack contained ICS processes on its ‘kill list,’ which allowed it to halt global manufacturing for large organizations like Honda.

More often than not, a lack of visibility is a major challenge in protecting critical ICS assets. Security specialists benefit when they have visibility over unusual or unexpected connections, or more crucially, when ICS commands are being sent by malicious actors attempting to perform industrial sabotage.

Investigation details

Darktrace analysts investigated the use of industrial protocols in the enterprise environments of various customers. The industries ranged from banking to government, retail to food manufacturing and beyond, and included companies with Industrial Control Systems that leverage Darktrace to defend their corporate networks.

In some cases, the security teams may not have been aware of IT/OT convergence within their enterprise environments. In other cases, the IT team may be aware of the ICS segments, but do not see them as a security priority because it does not fall directly within their remit.

The results revealed that hundreds of companies are using OT protocols in their enterprise environments, which suggests that IT/OT systems are not properly segmented. Specifically, Darktrace detected over 6,500 suspected instances of ICS protocol use across 1,000 environments. Note that this data was collected anonymously, only keeping track of the industry for analysis purposes.

Figure 1: A chart showing the percentage of ICS protocol use in enterprise environments

The ICS protocol which was detected the most was BacNet, seen in approximately 75% of instances. BacNet is used in Building Management Systems, so it is not surprising that it is widely used across multiple industries and within corporate networks. It is likely the security teams are aware that their BMS is part of the enterprise network, but may not appreciate how its use of the BacNet OT protocol increases the attack surface for the business and can be a blind spot for security teams.

Core ICS protocols

Darktrace also detected ‘core’ ICS protocols, Modbus and CIP (Common Industrial Protocol). These are normally associated with traditional ICS industries such as manufacturing, oil and gas, robotics, and utilities, and provides further evidence of IT/OT convergence.

This increased IT/OT convergence creates new blind spots on the network and sets up new pathways to disruption. This offers opportunities for attackers, and the public are now increasingly aware of attacks that have pivoted from IT into OT.

Improper segmentation between IT and OT systems can lead to highly unusual connections to ICS protocols. This can be seen in our recent analysis of industrial sabotage, with the timeline of the attack’s main events presented below.

Figure 2: A timeline showing the events of an incident of industrial sabotage

This is just one example of an attack that began in IT systems before affecting OT. More high-profile attacks that follow this pattern are presented below:

EKANS ransomware

The recent EKANS attack involved a strain of ransomware with close links to the MEGACORTEX variant, which gained infamy following an attack on Honda’s global operations in June 2020. Like many ransomware variants, EKANS encrypts files in IT systems and demands ransom in order to unlock the infected machines. However, the malware also has the ability to kill ICS processes on infected hosts. Notably, it is the first public example of ransomware that can target ICS operations.

Havex

Havex utilized multiple attack vectors, including spear phishing, trojans, and infected vendor websites, often known as a ‘watering hole attack’. It targeted IT systems, Internet-connected workstations, or a combination of the two. With Havex, attackers leveraged lateral movement techniques to pivot into Level 3 of ICS networks. The attack’s motive was data exfiltration to a C2 server, likely as part of a government-backed espionage campaign.

Black Energy 3

Black Energy 3 favored macro-embedded MS Office documents delivered via spear phishing emails as attack vectors. Older variants of Black Energy targeted vulnerabilities in ICS HMIs (Human Machine Interfaces) which were connected to the Internet. The attack’s motive was industrial sabotage and is what was used against the Ukrainian electric grid in 2015, leading to power outages for over 225,000 civilians and requiring a switch to manual operations as substations were taken offline.

Lessons learned

Each of the attack campaigns detailed above was in some way enabled by IT/OT convergence. Attackers still favor targeting IT networks with their initial attack vectors, as IT networks have significantly more interaction with the Internet through emails, and various other interconnected technologies. Poor network segmentation allows attackers easy access to OT systems once an IT network has been compromised.

In all of these ICS cyber-attacks, devices deviated from their normal patterns of life at one or more points in the cyber kill chain. Indicators of compromise can include anything from new external connections, to network reconnaissance using active scanning, to lateral movement using privileged credentials, ICS reprogram commands, or ICS discovery requests. With proper enterprise-wide visibility, across both IT and OT systems, and security tools that are able to detect these deviations, a security team would be alerted to these compromises before an attacker could carry out their objectives.

Ultimately, visibility is crucial for cyber defenders to protect industrial property and processes. Darktrace/OT enables many Industrial Model Detections, a selection of which are listed below:

  • Anomalous IT to ICS Connection
  • Multiple Failed Connections to OT Device
  • Multiple New Action Commands
  • Uncommon ICS Reprogram
  • Suspicious Network Scanning Activity
  • Unusual Broadcast from ICS PLC
  • Unusual Admin RDP Session

It is clear that attackers continue to exploit increasing IT/OT convergence to carry out industrial sabotage. Still, as revealed by our analysis of our customer base, many organizations continue to unknowingly use ICS protocols in their corporate environments, both increasing their attack surface and creating dangerous blind spots. A new, holistic approach to cyber defense is needed – one that can reveal this convergence of IT and OT, provide visibility, and detect deviations indicative of emerging cyber-attacks against critical systems.

Thanks to Darktrace analyst Oakley Cox for his insights on the above investigation.

Inside the SOC
Darktrace cyber analysts are world-class experts in threat intelligence, threat hunting and incident response, and provide 24/7 SOC support to thousands of Darktrace customers around the globe. Inside the SOC is exclusively authored by these experts, providing analysis of cyber incidents and threat trends, based on real-world experience in the field.
Written by
David Masson
VP, Field CISO

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April 2, 2026

How Chinese-Nexus Cyber Operations Have Evolved – And What It Means For Cyber Risk and Resilience 

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Cybersecurity has traditionally organized risk around incidents, breaches, campaigns, and threat groups. Those elements still matter—but if we fixate on individual incidents, we risk missing the shaping of the entire ecosystem. Nation‑state–aligned operators are increasingly using cyber operations to establish long-term strategic leverage, not just to execute isolated attacks or short‑term objectives.  

Our latest research, Crimson Echo, shifts the lens accordingly. Instead of dissecting campaigns, malware families, or actor labels as discrete events, the threat research team analyzed Chinese‑nexus activity as a continuum of behaviors over time. That broader view reveals how these operators position themselves within environments: quietly, patiently, and persistently—often preparing the ground long before any recognizable “incident” occurs.  

How Chinese-nexus cyber threats have changed over time

Chinese-nexus cyber activity has evolved in four phases over the past two decades. This ranges from early, high-volume operations in the 1990s and early 2000s to more structured, strategically-aligned activity in the 2010s, and now toward highly adaptive, identity-centric intrusions.  

Today’s phase is defined by scale, operational restraint, and persistence. Attackers are establishing access, evaluating its strategic value, and maintaining it over time. This reflects a broader shift: cyber operations are increasingly integrated into long-term economic and geopolitical strategies. Access to digital environments, specifically those tied to critical national infrastructure, supply chains, and advanced technology, has become a form of strategic leverage for the long-term.  

How Darktrace analysts took a behavioral approach to a complex problem

One of the challenges in analyzing nation-state cyber activity is attribution. Traditional approaches often rely on tracking specific threat groups, malware families, or infrastructure. But these change constantly, and in the case of Chinese-nexus operations, they often overlap.

Crimson Echo is the result of a retrospective analysis of three years of anomalous activity observed across the Darktrace fleet between July 2022 and September 2025. Using behavioral detection, threat hunting, open-source intelligence, and a structured attribution framework (the Darktrace Cybersecurity Attribution Framework), the team identified dozens of medium- to high-confidence cases and analyzed them for recurring operational patterns.  

This long-horizon, behavior-centric approach allows Darktrace to identify consistent patterns in how intrusions unfold, reinforcing that behavioral patterns that matter.  

What the data shows

Several clear trends emerged from the analysis:

  • Targeting is concentrated in strategically important sectors. Across the dataset, 88% of intrusions occurred in organizations classified as critical infrastructure, including transportation, critical manufacturing, telecommunications, government, healthcare, and Information Technology (IT) services.  
  • Strategically important Western economies are a primary focus. The US alone accounted for 22.5% of observed cases, and when combined with major European economies including Germany, Italy, Spain and the UK, over half of all intrusions (55%) were concentrated in these regions.  
  • Nearly 63% of intrusions of intrusions began with the exploitation of internet-facing systems, reinforcing the continued risk posed by externally exposed infrastructure.  

Two models of cyber operations

Across the dataset, Chinese-nexus activity followed two operational models.  

The first is best described as “smash and grab.” These are short-horizon intrusions optimized for speed. Attackers move quickly – often exfiltrating data within 48 hours – and prioritize scale over stealth. The median duration of these compromises is around 10 days. It’s clear they are willing to risk detection for short-term gain.  

The second is “low and slow.” These operations were less prevalent in the dataset, but potentially more consequential. Here, attackers prioritize persistence, establishing durable access through identity systems and legitimate administrative tools, so they can maintain access undetected for months or even years. In one notable case, the actor had fully compromised the environment and established persistence, only to resurface in the environment more than 600 days after. The operational pause underscores both the depth of the intrusion and the actor’s long‑term strategic intent. This suggests that cyber access is a strategic asset to preserve and leverage over time, and we observed these attacks most often inin sectors of the high strategic importance.  

It’s important to note that the same operational ecosystem can employ both models concurrently, selecting the appropriate model based on target value, urgency, intended access. The observation of a “smash and grab” model should not be solely interpreted as a failure of tradecraft, but instead an operational choice likely aligned with objectives. Where “low and slow” operations are optimized for patience, smash and grab is optimized for speed; both seemingly are deliberate operational choices, not necessarily indicators of capability.  

Rethinking cyber risk

For many organizations, cyber risk is still framed as a series of discrete events. Something happens, it is detected and contained, and the organization moves on. But persistent access, particularly in deeply interconnected environments that span cloud, identity-based SaaS and agentic systems, and complex supply chain networks, creates a major ongoing exposure risk. Even in the absence of disruption or data theft, that access can provide insight into operations, dependencies, and strategic decision-making. Cyber risk increasingly resembles long-term competitive intelligence.  

This has impact beyond the Security Operations Center. Organizations need to shift how they think about governance, visibility, and resilience, and treat cyber exposure as a structural business risk instead of an incident response challenge.  

What comes next

The goal of this research is to provide a clearer understanding of how these operations work, so defenders can recognize them earlier and respond more effectively. That includes shifting from tracking indicators to understanding behaviors, treating identity providers as critical infrastructure risks, expanding supplier oversight, investing in rapid containment capabilities, and more.  

Learn more about the findings of Darktrace’s latest research, Crimson Echo: Understanding Chinese-nexus Cyber Operations Through Behavioral Analysis, by downloading the full report and summaries for business leaders, CISOs, and SOC analysts here.  

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April 1, 2026

AI-powered security for a rapidly growing grocery enterprise

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Protecting a complex, fast-growing retail organization

For this multi-banner grocery holding organization, cybersecurity is considered an essential business enabler, protecting operations, growth, and customer trust. The organization’s lean IT team manages a highly distributed environment spanning corporate offices, 100+ stores, distribution centers and  thousands of endpoints, users, and third-party connections.

Mergers and acquisitions fueled rapid growth, but they also introduced escalating complexity that constrained visibility into users, endpoints, and security risks inherited across acquired environments.

Closing critical visibility gaps with limited resources

Enterprise-wide visibility is a top priority for the organization, says the  Vice President of Information Technology. “We needed insights beyond the perimeter into how users and devices were behaving across the organization.”

A security breach that occurred before the current IT leadership joined the company reinforced the urgency and elevated cybersecurity to an executive-level priority with a focus on protecting customer trust. The goal was to build a multi-layered security model that could deliver autonomous, enterprise-wide protection without adding headcount.

Managing cyber risk in M&A

Mergers and acquisitions are central to the grocery holding company’s growth strategy. But each transaction introduces new cyber risk, including inherited network architectures, inconsistent tooling, excessive privileges, and remnants of prior security incidents that were never fully remediated.

“Our M&A targets range from small chains with a single IT person and limited cyber tools to large chains with more developed IT teams, toolsets and instrumentation,” explains the VP of IT. “We needed a fast, repeatable, and reliable way to assess cyber risk before transactions closed.”

AI-driven security built for scale, speed, and resilience

Rather than layering additional point tools onto an already complex environment, the retailer adopted the Darktrace ActiveAI Security Platform™ in 2020 as part of a broader modernization effort to improve resilience, close visibility gaps, and establish a security foundation that could scale with growth.

“Darktrace’s AI-driven approach provided the ideal solution to these challenges,” shares the VP of IT. “It has empowered our organization to maintain a robust security strategy, ensuring the protection of our network and the smooth operation of our business.”

Enterprise-wide visibility into traffic  

By monitoring both north-south and east-west traffic and applying Self-Learning AI, Darktrace develops a dynamic understanding of how users and devices normally behave across locations, roles, and systems.

“Modeling normal behavior across the environment enables us to quickly spot behavior that doesn’t fit. Even subtle changes that could signal a threat but appear legitimate at first glance,” explains the VP of IT.

Real-time threat containment, 24/7

Adopting autonomous response has created operational breathing room for the security team, says the company’s Cybersecurity  Engineer.

“Early on, we enabled full Darktrace autonomous mode and we continue to do so today,” shares the IT Security Architect. “Allowing the technology to act first gives us the time we need to investigate incidents during business hours without putting the business at risk.”

Unified, actionable view of security ecosystem

The grocery retailer integrated Darktrace with its existing security ecosystem of firewalls, vulnerability management tools, and endpoint detection and response, and the VP of IT described the adoption process as “exceptionally smooth.”

The team can correlate enterprise-wide security data for a unified and actionable picture of all activity and risk. Using this “single pane of glass” approach, the retailer trains Level 1 and Level 2 operations staff to assist with investigations and user follow-ups, effectively extending the reach of the security function without expanding headcount.

From reactive defense to security at scale

With Darktrace delivering continuous visibility, autonomous containment, and integrated security workflows, the organization has strengthened its cybersecurity posture while improving operational efficiency. The result is a security model that not only reduces risk, but also supports growth, resilience, and informed decision-making at the business level.

Faster detection, faster resolution

With autonomous detection and response, the retailer can immediately contain risk while analysts investigate and validate activity. With this approach, the company can maintain continuous protection even outside business hours and reduce the chance of lateral spread across systems or locations.

Enterprise-grade protection with a lean team

From cloud environments to clients to SaaS collaboration tools, Darktrace provides holistic autonomous AI defense, processing petabytes of the organization’s network traffic and investigating millions of individual events that could be indicative of a wider incident.

Today, Darktrace autonomously conducts the majority of all investigations on behalf of the IT team, escalating only a tiny fraction for analyst review. The impact has been profound, freeing analysts from endless alerts and hours of triage so they can focus on more valuable, proactive, and gratifying work.

“From an operational perspective, Darktrace gives us time back,” says the Cybersecurity Engineer. More importantly, says the VP of IT, “it gives us peace of mind that we’re protected even if we’re not actively monitoring every alert.”

A strategic input for M&A decision-making

One of the most strategic outcomes has been the role of cybersecurity on M&A. 90 days prior to closing a transaction, the security team uses Darktrace alongside other tools to perform a cyber risk assessment of the potential acquisition. “Our approach with Darktrace has consistently identified gaps and exposed risks,” says the VP of IT, including:

  • Remnants of previous incidents that were never fully remediated
  • Network configurations with direct internet exposure
  • Excessive administrative privileges in Active Directory or on critical hosts

While security findings may not alter deal timelines, the VP of IT says they can have enormous business implications. “With early visibility into these risks, we can reduce exposure to inherited cyber threats, strengthen our position during negotiations, and establish clear remediation requirements.”

A security strategy built to evolve with the business

As the holding group expands its cloud footprint, it will extend Darktrace protections into Azure, applying the same AI-driven visibility and autonomous response to cloud workloads. The VP of IT says Darktrace's evolving capabilities will be instrumental in addressing the organization’s future cybersecurity needs and ability to adapt to the dynamic nature of cloud security.

“With Darktrace’s AI-driven approach, we have moved beyond reactive defense, establishing a resilient security foundation for confident expansion and modernization.”

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