Blog
/
/

Lessons Learned from the Florida Water Attack

Learn how the Florida water plant attack reshapes our approach to cybersecurity. It’s time to enhance defenses against modern digital threats.
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
Matthew Wainwright
CISO, Middletown Rhode Island
Default blog imageDefault blog imageDefault blog imageDefault blog imageDefault blog imageDefault blog image

United States Municipalities & Cyber Risk

Carried out in the shadows with ones and zeros, there’s a new age of attack against public authorities and critical public services up and down the United States. Municipalities are regularly infiltrated by criminals and hostile nation states – in many cases, they are held to ransom and blackmailed until they pay a hefty cost. And, the perpetrators will likely never be brought to justice.

Earlier this month, news broke that hackers had tampered with a water treatment facility in Florida. In doing so, the cyber-criminals were able to remotely control a computer to change the chemical levels of the water supply, increasing the amount of sodium hydroxide before a supervisor was able to catch the act in real time and revert the changes.

The attack on the City of Oldsmar is not the first of its kind. Last year, Israel’s water management facilities, specifically its agricultural water pumps, were hit by two cyber-attacks: one in Upper Galilee and one in the central province of Mateh Yehuda. The attacks were played down, but reports claimed that hackers did attempt to alter water chlorine levels before being detected and stopped.

Cyber-attacks exist in the digital space, but today they can have a real and tangible effect on the physical world. I worry that we face a ticking time bomb.

Defending Critical Infrastructure from Cyber Attacks

This isn’t because defenders of critical national infrastructure aren’t good at their jobs – it’s because the challenge we face is incredibly vast and complex; it is no longer a problem that humans can deal with alone.

It’s a rule of thumb in cyber security that the more sensitive your system, the less you want it to touch the Internet. However, ‘air-gapping’ – a security measure used to ensure a secure network is physically isolated from unsecured networks – is now widely accepted to be neither fool proof against today’s constantly-mutating hacker, nor a practical option.

Rapid digital transformation of critical national infrastructure in recent years means that there is now a path for attackers to run from spoof emails in an employee’s inbox right through to critical gas compressors and turbines. Importantly, this path doesn’t even need to be direct for the attack to succeed – in February last year a US Gas Pipeline was shut down for two days because of a ransomware attack that only managed to spread as far as the control panels used by operators to monitor the process. But by taking these systems offline, the attackers forced the operators to deliberately shut down the process to preserve safety.

In the case of the Florida attack, an obvious move gave the game away and, thankfully, none of the 15,000 residents were harmed. But incidents like this keep defenders of critical national infrastructure awake at night – I know, because they used to be my biggest concern too.

Critical Infrastructure Threat Trends

Over the last 12 months, we have seen a sharp rise in sophisticated, stealthy attackers that slip under the radar unnoticed. What will happen the next time an attacker breaks into critical systems, but there is no obvious move that gives them away, to warn security teams of foul play before it's too late?

We can’t put the brakes on digital transformation across heavy industry – nor would we want to since economies flounder if they are not constantly accelerating. But it’s time for a fundamental shift in how we think about the cyber challenge. No city or local government is immune to similar attacks and this is not a one-off.

The future of OT security for critical national infrastructure

The next generation of attacks we face requires next generation security solutions, which have the intelligence to act swiftly on behalf of humans. Over the last decade, I have learned that simply trying to stop attackers from getting in is futile – that only just about works for low-level attacks. Building taller walls is no longer enough against sophisticated attacks like those deployed against critical national infrastructure. Today, artificial intelligence is so advanced that it is capable of spotting the early warning signs of sophisticated attacks as they emerge and stopping them before they escalate – crucially, identifying the subtle indicators that are often imperceivable to the human eye.

Critical environments cannot afford to fail. An operational outage of even a few seconds when public safety is at stake is not tolerable. There isn’t the option of reverting to pen and paper and muddling along. We need to build in cyber resilience so these systems are able to resist and fight back against cyber-attacks.

Now that industrial environments cannot simply be air-gapped to keep them safe, we need to invest in artificial intelligence systems that can work in the background to automatically and dynamically block attacks that bleed from IT and defend critical systems 24/7.

Attackers, both criminal and state-sponsored, will continue to see critical national infrastructure as an attractive target – but today we have advanced technology available to us that can stop their attempts in their tracks. All we have to do is embrace it.

Find out more about the Industrial Immune System

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
Matthew Wainwright
CISO, Middletown Rhode Island

More in this series

No items found.

Blog

/

AI

/

February 26, 2026

What the Darktrace Annual Threat Report 2026 Means for Security Leaders

Image of the Earth from spaceDefault blog imageDefault blog image

The challenge for today’s CISOs

At the broadest level, the defining characteristic of cybersecurity in 2026 is the sheer pace of change shaping the environments we protect. Organizations are operating in ecosystems that are larger, more interconnected, and more automated than ever before – spanning cloud platforms, distributed identities, AI-driven systems, and continuous digital workflows.  

The velocity of this expansion has outstripped the slower, predictable patterns security teams once relied on. What used to be a stable backdrop is now a living, shifting landscape where technology, risk, and business operations evolve simultaneously. From this vantage point, the central challenge for security leaders isn’t reacting to individual threats, but maintaining strategic control and clarity as the entire environment accelerates around them.

Strategic takeaways from the Annual Threat Report

The Darktrace Annual Threat Report 2026 reinforces a reality every CISO feels: the center of gravity isn’t the perimeter, vulnerability management, or malware, but trust abused via identity. For example, our analysis found that nearly 70% of incidents in the Americas region begin with stolen or misused accounts, reflecting the global shift toward identity‑led intrusions.

Mass adoption of AI agents, cloud-native applications, and machine decision-making means CISOs now oversee systems that act on their own. This creates an entirely new responsibility: ensuring those systems remain safe, predictable, and aligned to business intent, even under adversarial pressure.

Attackers increasingly exploit trust boundaries, not firewalls – leveraging cloud entitlements, SaaS identity transitions, supply-chain connectivity, and automation frameworks. The rise of non-human identities intensifies this: credentials, tokens, and agent permissions now form the backbone of operational risk.

Boards are now evaluating CISOs on business continuity, operational recovery, and whether AI systems and cloud workloads can fail safely without cascading or causing catastrophic impact.

In this environment, detection accuracy, autonomous response, and blast radius minimization matter far more than traditional control coverage or policy checklists.

Every organization will face setbacks; resilience is measured by how quickly security teams can rise, respond, and resume momentum. In 2026, success will belong to those that adapt fastest.

Managing business security in the age of AI

CISO accountability in 2026 has expanded far beyond controls and tooling. Whether we asked for it or not, we now own outcomes tied to business resilience, AI trust, cloud assurance, and continuous availability. The role is less about certainty and more about recovering control in an environment that keeps accelerating.

Every major 2026 initiative – AI agents, third-party risk, cloud, or comms protection – connects to a single board-level question: Are we still in control as complexity and automation scale faster than humans?

Attackers are not just getting more sophisticated; they are becoming more automated. AI changes the economics of attack, lowering cost and increasing speed. That asymmetry is what CISOs are being measured against.

CISOs are no longer evaluated on tool coverage, but on the ability to assure outcomes – trust in AI adoption, resilience across cloud and identity, and being able to respond to unknown and unforeseen threats.

Boards are now explicitly asking whether we can defend against AI-driven threats. No one can predict every new behavior – survival depends on detecting malicious deviations from normal fast and responding autonomously.  

Agents introduce decision-making at machine speed. Governance, CI/CD scanning, posture management, red teaming, and runtime detection are no longer differentiators but the baseline.

Cloud security is no longer architectural, it is operational. Identity, control planes, and SaaS exposure now sit firmly with the CISO.

AI-speed threats already reshaping security in 2026

We’re already seeing clear examples of how quickly the threat landscape has shifted in 2026. Darktrace’s work on React2Shell exposed just how unforgiving the new tempo is: a honeypot stood up with an exposed React was hit in under two minutes. There was no recon phase, no gradual probing – just immediate, automated exploitation the moment the code appeared publicly. Exposure now equals compromise unless defenses can detect, interpret, and act at machine speed. Traditional operational rhythms simply don’t map to this reality.

We’re also facing the first wave of AI-authored malware, where LLMs generate code that mutates on demand. This removes the historic friction from the attacker side: no skill barrier, no time cost, no limit on iteration. Malware families can regenerate themselves, shift structure, and evade static controls without a human operator behind the keyboard. This forces CISOs to treat adversarial automation as a core operational risk and ensure that autonomous systems inside the business remain predictable under pressure.

The CVE-2026-1731 BeyondTrust exploitation wave reinforced the same pattern. The gap between disclosure and active, global exploitation compressed into hours. Automated scanning, automated payload deployment, coordinated exploitation campaigns, all spinning up faster than most organizations can push an emergency patch through change control. The vulnerability-to-exploit window has effectively collapsed, making runtime visibility, anomaly detection, and autonomous containment far more consequential than patching speed alone.

These cases aren’t edge scenarios; they represent the emerging norm. Complexity and automation have outpaced human-scale processes, and attackers are weaponizing that asymmetry.  

The real differentiator for CISOs in 2026 is less about knowing everything and more about knowing immediately when something shifts – and having systems that can respond at the same speed.

[related-resource]

Continue reading
About the author
Mike Beck
Global CISO

Blog

/

Network

/

February 19, 2026

CVE-2026-1731: How Darktrace Sees the BeyondTrust Exploitation Wave Unfolding

Default blog imageDefault blog image

Note: Darktrace's Threat Research team is publishing now to help defenders. We will continue updating this blog as our investigations unfold.

Background

On February 6, 2026, the Identity & Access Management solution BeyondTrust announced patches for a vulnerability, CVE-2026-1731, which enables unauthenticated remote code execution using specially crafted requests.  This vulnerability affects BeyondTrust Remote Support (RS) and particular older versions of Privileged Remote Access (PRA) [1].

A Proof of Concept (PoC) exploit for this vulnerability was released publicly on February 10, and open-source intelligence (OSINT) reported exploitation attempts within 24 hours [2].

Previous intrusions against Beyond Trust technology have been cited as being affiliated with nation-state attacks, including a 2024 breach targeting the U.S. Treasury Department. This incident led to subsequent emergency directives from  the Cybersecurity and Infrastructure Security Agency (CISA) and later showed attackers had chained previously unknown vulnerabilities to achieve their goals [3].

Additionally, there appears to be infrastructure overlap with React2Shell mass exploitation previously observed by Darktrace, with command-and-control (C2) domain  avg.domaininfo[.]top seen in potential post-exploitation activity for BeyondTrust, as well as in a React2Shell exploitation case involving possible EtherRAT deployment.

Darktrace Detections

Darktrace’s Threat Research team has identified highly anomalous activity across several customers that may relate to exploitation of BeyondTrust since February 10, 2026. Observed activities include:

Outbound connections and DNS requests for endpoints associated with Out-of-Band Application Security Testing; these services are commonly abused by threat actors for exploit validation.  Associated Darktrace models include:

  • Compromise / Possible Tunnelling to Bin Services

Suspicious executable file downloads. Associated Darktrace models include:

  • Anomalous File / EXE from Rare External Location

Outbound beaconing to rare domains. Associated Darktrace models include:

  • Compromise / Agent Beacon (Medium Period)
  • Compromise / Agent Beacon (Long Period)
  • Compromise / Sustained TCP Beaconing Activity To Rare Endpoint
  • Compromise / Beacon to Young Endpoint
  • Anomalous Server Activity / Rare External from Server
  • Compromise / SSL Beaconing to Rare Destination

Unusual cryptocurrency mining activity. Associated Darktrace models include:

  • Compromise / Monero Mining
  • Compromise / High Priority Crypto Currency Mining

And model alerts for:

  • Compromise / Rare Domain Pointing to Internal IP

IT Defenders: As part of best practices, we highly recommend employing an automated containment solution in your environment. For Darktrace customers, please ensure that Autonomous Response is configured correctly. More guidance regarding this activity and suggested actions can be found in the Darktrace Customer Portal.  

Appendices

Potential indicators of post-exploitation behavior:

·      217.76.57[.]78 – IP address - Likely C2 server

·      hXXp://217.76.57[.]78:8009/index.js - URL -  Likely payload

·      b6a15e1f2f3e1f651a5ad4a18ce39d411d385ac7  - SHA1 - Likely payload

·      195.154.119[.]194 – IP address – Likely C2 server

·      hXXp://195.154.119[.]194/index.js - URL – Likely payload

·      avg.domaininfo[.]top – Hostname – Likely C2 server

·      104.234.174[.]5 – IP address - Possible C2 server

·      35da45aeca4701764eb49185b11ef23432f7162a – SHA1 – Possible payload

·      hXXp://134.122.13[.]34:8979/c - URL – Possible payload

·      134.122.13[.]34 – IP address – Possible C2 server

·      28df16894a6732919c650cc5a3de94e434a81d80 - SHA1 - Possible payload

References:

1.        https://nvd.nist.gov/vuln/detail/CVE-2026-1731

2.        https://www.securityweek.com/beyondtrust-vulnerability-targeted-by-hackers-within-24-hours-of-poc-release/

3.        https://www.rapid7.com/blog/post/etr-cve-2026-1731-critical-unauthenticated-remote-code-execution-rce-beyondtrust-remote-support-rs-privileged-remote-access-pra/

Continue reading
About the author
Emma Foulger
Global Threat Research Operations Lead
Your data. Our AI.
Elevate your network security with Darktrace AI