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February 3, 2019

Zero-Day Trojan Attack Caught by Darktrace Appliance

Hear from a guest author how Darktrace spotted and neutralized a hidden zero-day trojan attack through our Breach Logs and Intrusion Detection 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
Keith Siepel
IT Manager, Hydrotech, Inc.
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03
Feb 2019

The following guest-authored blog post examines an advanced cyber-threat discovered by Darktrace on a customer’s network.

Previously I have talked about how Darktrace is a force multiplier for Hydrotech. As an example of this, I am sharing the anatomy of a zero-day trojan that was caught by our Darktrace system on the afternoon of Thursday, January 17. The following process was completed, in its entirety, within 20 minutes.

Remediation started within five minutes of the initial identification of the VMWare recompose process. Although the following notifications appeared at 1:38 p.m., I was working on another unrelated issue and didn’t find this information until 2:15 p.m., at which point I started my investigation and remediation efforts.

Darktrace Email Notifications @ 1:38PM EST 1/17/2018:
2019-01-17 18:37:57 UTC
o365n-88.ad.hydrotech[.]com breached "Antigena / Network / External Threat / Antigena Malware File Pattern of Life Block"

FileTransfer::Exe file transfer started with filetype (application/x-dosexec)

2019-01-17 18:37:57 UTC
o365n-88.ad.hydrotech[.]com breached "Antigena / Network / External Threat / Antigena Malware File Block"

FileTransfer::Exe file transfer started with filetype (application/x-dosexec)

2019-01-17 18:38:05 UTC
o365n-88.ad.hydrotech[.]com breached "Antigena / Network / Significant Anomaly / Antigena Significant Anomaly from Client Block"

Anomalous File / Multiple EXE from Rare External Locations

2019-01-17 18:38:14 UTC
o365n-88.ad.hydrotech[.]com breached "Antigena / Network / External Threat / Antigena File then New Outbound Block"

Anomalous File / EXE from Rare External Location

Review of Darktrace breach logs

The first breach log showed a file downloaded by the name “MediaTable.bin.”

This was followed shortly after by a second file downloaded by the name “OfficeActivate.bin.”

At this point I contacted the end user and told them that I was going to perform an emergency recompose within VMWare — restoring their VM to a previously known good version of the operating system — to block a suspicious software that they had downloaded 30 minutes prior. This action effectively removes any applications that have been installed on the virtual desktop computer.

After starting the recompose efforts, I then proceeded to run the URLs that I had gathered through virustotal.com to see what had been downloaded:

For the file MediaTable.bin, virustotal.com informed me that four engines detected the URL as containing malicious content.

For the file OfficeActivate.bin, virustotal.com informed me that three engines detected the URL as containing malicious content.

Review of our Intrusion Detection System on the firewall showed the following initial approval, followed by a second alert — several hours later — that changed the approval to a diagnostic of malicious, after the files had already been downloaded.

1/17/2019 13:38
File Scanned
69.163.33[.]84
Allowed
OfficeActivate.bin downloaded from [http://69.163.33[.]84:8080/ELjOX2c8/OfficeActivate.bin]
1/17/2019 13:37
File Scanned
91.205.215[.]13
Allowed
MediaTable.bin downloaded from [http://91.205.215[.]13:8080/O11L9Qub/MediaTable.bin]
1/17/2019 19:34
File Disposition Changed
Malicious
Disposition was Unknown and has been seen 1 time: OfficeActivate.bin
1/17/2019 19:34
File Disposition Changed
Malicious
Disposition was Unknown and has been seen 1 time: MediaTable.bin

I then input the IP addresses previously identified into the Darktrace interface to determine if any other devices had accessed them. Fortunately, I found that they had not.

Images of the event logs for those IP addresses from within Darktrace are as follows:

Event log for 69.163.33[.]84.

Event log for 91.205.215[.]13.

Further research showed that this attack was, in fact, a zero-day trojan that was first detected in the wild on January 17, 2019 — the same day as our breach. My review of the forensics for this breach, along with my review of the activity of the user utilizing the victimized virtual machine, revealed that the attack originated from this user clicking on a phishing link from their email.

I feel fairly lucky that I have Darktrace, because without it I am not sure if or when this trojan would have been identified on our network.

If there is anyone out there who has questions about Darktrace, please message me privately, as I have just become Darktrace’s biggest evangelist!

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
Keith Siepel
IT Manager, Hydrotech, Inc.

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February 13, 2026

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

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Note: Darktrace's Threat Research team is publishing now to help defenders. We will update 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:

o    Compromise / Possible Tunnelling to Bin Services

-              Suspicious executable file downloads. Associated Darktrace models include:

o    Anomalous File / EXE from Rare External Location

-              Outbound beaconing to rare domains. Associated Darktrace models include:

o   Compromise / Agent Beacon (Medium Period)

o   Compromise / Agent Beacon (Long Period)

o   Compromise / Sustained TCP Beaconing Activity To Rare Endpoint

o   Compromise / Beacon to Young Endpoint

o   Anomalous Server Activity / Rare External from Server

o   Compromise / SSL Beaconing to Rare Destination

-              Unusual cryptocurrency mining activity. Associated Darktrace models include:

o   Compromise / Monero Mining

o   Compromise / High Priority Crypto Currency Mining

And model alerts for:

o    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/

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About the author
Emma Foulger
Global Threat Research Operations Lead

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February 13, 2026

How AI is redefining cybersecurity and the role of today’s CIO

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Why AI is essential to modern security

As attackers use automation and AI to outpace traditional tools and people, our approach to cybersecurity must fundamentally change. That’s why one of my first priorities as Withum's CIO was to elevate cybersecurity from a technical function to a business enabler.

What used to be “IT’s problem” is now a boardroom conversation – and for good reason. Protecting our data, our people, and our clients directly impacts revenue, reputation and competitive positioning.  

As CIOs / CISOs, our responsibilities aren’t just keeping systems running, but enabling trust, protecting our organization's reputation, and giving the business confidence to move forward even as the digital world becomes less predictable. To pull that off, we need to know the business inside-out, understand risk, and anticipate what's coming next. That's where AI becomes essential.

Staying ahead when you’re a natural target

With more than 3,100 team members and over 1,000 CPAs (Certified Public Accountant), Withum’s operates in an industry that naturally attracts attention from attackers. Firms like ours handle highly sensitive financial and personal information, which puts us squarely in the crosshairs for sophisticated phishing, ransomware, and cloud-based attacks.

We’ve built our security program around resilience, visibility, and scale. By using Darktrace’s AI-powered platform, we can defend against both known and unknown threats, across email and network, without slowing our teams down.

Our focus is always on what we’re protecting: our clients’ information, our intellectual property, and the reputation of the firm. With Darktrace, we’re not just keeping up with the massive volume of AI-powered attacks coming our way, we’re staying ahead. The platform defends our digital ecosystem around the clock, detecting potential threats across petabytes of data and autonomously investigating and responding to tens of thousands of incidents every year.

Catching what traditional tools miss

Beyond the sheer scale of attacks, Darktrace ActiveAI Security PlatformTM is critical for identifying threats that matter to our business. Today’s attackers don’t use generic techniques. They leverage automation and AI to craft highly targeted attacks – impersonating trusted colleagues, mimicking legitimate websites, and weaving in real-world details that make their messages look completely authentic.

The platform, covering our network, endpoints, inboxes, cloud and more is so effective because it continuously learns what’s normal for our business: how our users typically behave, the business- and industry-specific language we use, how systems communicate, and how cloud resources are accessed. It picks up on minute details that would sail right past traditional tools and even highly trained security professionals.

Freeing up our team to do what matters

On average, Darktrace autonomously investigates 88% of all our security events, using AI to connect the dots across email, network, and cloud activity to figure out what matters. That shift has changed how our team works. Instead of spending hours sorting through alerts, we can focus on proactive efforts that actually strengthen our security posture.

For example, we saved 1,850 hours on investigating security issues over a ten-day period. We’ve reinvested the time saved into strengthening policies, refining controls, and supporting broader business initiatives, rather than spending endless hours manually piecing together alerts.

Real confidence, real results

The impact of our AI-driven approach goes well beyond threat detection. Today, we operate from a position of confidence, knowing that threats are identified early, investigated automatically, and communicated clearly across our organization.

That confidence was tested when we withstood a major ransomware attack by a well-known threat group. Not only were we able to contain the incident, but we were able to trace attacker activity and provided evidence to law enforcement. That was an exhilarating experience! My team did an outstanding job, and moments like that reinforce exactly why we invest in the right technology and the right people.

Internally, this capability has strengthened trust at the executive level. We share security reporting regularly with leadership, translating technical activity into business-relevant insights. That transparency reinforces cybersecurity as a shared responsibility, one that directly supports growth, continuity, and reputation.

Culturally, we’ve embedded security awareness into daily operations through mandatory monthly training, executive communication, and real-world industry examples that keep cybersecurity top of mind for every employee.

The only headlines we want are positive ones: Withum expanding services, Withum growing year over year. Security plays a huge role in making sure that’s the story we get to tell.

What’s next

Looking ahead, we’re expanding our use of Darktrace, including new cloud capabilities that extend AI-driven visibility and investigation into our AWS and Azure environments.

As I continue shaping our security team, I look for people with passion, curiosity, and a genuine drive to solve problems. Those qualities matter just as much as formal credentials in my view. Combined with AI, these attributes help us build a resilient, engaged security function with low turnover and high impact.

For fellow technology leaders, my advice is simple: be forward-thinking and embrace change. We must understand the business, the threat landscape, and how technology enables both. By augmenting human expertise rather than replacing it, AI allows us to move upstream by anticipating risk, advising the business, and fostering stronger collaboration across teams.

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