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Mythos, Attackers, and The Part People Still Want To Skip

Apr 29, 2026 By Aaron Beardslee In Securonix
Anthropic built a powerful AI model and then kept it on a short leash. The important part is not that a model found bugs, which has been coming for a while. What’s worth acknowledging is that Anthropic looked at what Mythos could do and decided broad release was a bad idea. Attackers do not need a perfect autonomous system. They need leverage.
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securonix

Deep#Door Stealer: Stealthy Python Backdoor and Credential Stealer Leveraging Tunneling, Multi-Layer Persistence, and In-Memory Surveillance Capabilities

Apr 29, 2026 By Akshay Gaikwad, Shikha Sangwan, Aaron Beardslee In Securonix
Securonix Threat Research analyzed a stealthy Python-based backdoor framework, dubbed Deep#Door, which uses an obfuscated batch loader to deploy a persistent surveillance and credential-stealing implant on Windows systems.
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securonix

Complexity in the Stack Is Slowing Down Decisions

Apr 16, 2026 By Cyrille Badeau In Securonix
Security environments did not become complex by design. They evolved incrementally. Each tool addressed a gap in detection, visibility, or response. Over time, the architecture expanded, but the system was never designed to operate as a single decision layer. Data moves between systems, but context does not consistently follow. Alerts surface without full entity history. Intelligence exists, but it is not always applied at the point where decisions are made.
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securonix

From Zoomin to Fluid Topics: Evolving the Securonix Documentation Experience

Apr 9, 2026 By Securonix In Securonix
By: Mark Johnson, Manager, Knowledge Engineering You’ve heard it said: “The more things change, the more they stay the same.” Well, sometimes, everything changes and you don’t even notice! This just happened. The Securonix Documentation Portal changed completely, and everything looks the same! (Well, almost.) A few years ago, Securonix set out to modernize how customers interact with product documentation.
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securonix

The Ingestion Cost Problem the SOC Can No Longer Ignore

Apr 7, 2026 By Securonix In Securonix
Security teams are collecting more telemetry across endpoints, cloud workloads, and SaaS platforms, but the cost of bringing that data into the SIEM keeps rising. What used to be a straightforward operational decision has become a central budget challenge. Security teams are not struggling with collecting data, they are struggling with affording to keep it, and when ingestion cost drives visibility decisions, the SOC loses ground.
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Solving the Leadership Paradox to Avoid a Cybersecurity AI Skills Generation Gap

Solving the Leadership Paradox to Avoid a Cybersecurity AI Skills Generation Gap

Apr 3, 2026 By Leon Ward, Chief Transformation Officer In Securonix
Transforming operations to embrace artificial intelligence (AI) is the leading challenge for organisations in every sector right now. Arguably, urgency is even greater in the technology sector, where leaders are acutely aware of AI's potential to boost productivity and efficiency. In the cybersecurity subset of technology, the drive is stronger still, as vendors seek to mitigate AI-accelerated cyberattacks and help customers react faster, protect better, and achieve more with the limited budgets that characterise today's economy.
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securonix

Stop Measuring Effort. Start Measuring Outcomes in the SOC

Apr 3, 2026 By Turning AI from Theory into Trust, Scale and SOC Impact In Securonix
By: Beth Dannemilller, Senior Director, Product Marketing For years, security operations have been measured by effort. More alerts processed. More data ingested. More tools deployed. It looks like progress. It isn’t. CIOs know the reality. Teams are overwhelmed. Costs keep rising. And when the board asks a simple question, “Are we reducing risk?”, the answer is often unclear. This is the breaking point for the SOC.
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securonix

Weathering the Attacker's Perfect Storm with Agentic AI-Powered SecOps

Apr 2, 2026 By Securonix In Securonix
The cybersecurity landscape is facing its own perfect storm: AI-powered attacks coupled with resource constraints and regulator pressure, demanding a fundamental shift in SecOps to rise above. With AI showing no signs of slowing down, these issues are not fleeting. They are here to stay, and it is our responsibility to meet them head-on with efficient, AI-powered solutions that allow SecOps teams to conquer the world’s most innovative attacks.
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securonix

Why This AWS Move Matters

Apr 1, 2026 By Jeff Fink In Securonix
Over the past year, I have spent a lot of time with security leaders who are trying to navigate the same tension. They know their operations need to move faster. They know the volume, speed, and complexity of what lands in the SOC are not going to ease up. But they are also trying to make smart decisions in environments where trust matters, governance matters, and the cost of getting it wrong is real.
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securonix

Awards Don't Defend Networks. Execution Does.

Mar 31, 2026 By Securonix In Securonix
By: Simon Hunt, Chief Product Officer, Securonix Being named to CRN’s 2026 Security 100 list for the fourth consecutive year is something we’re proud of. It reflects the strength of our partners and the work our teams are doing every day. But recognition doesn’t stop a breach. It doesn’t reduce investigation time. It doesn’t help an analyst close a case faster at 2:00 a.m.
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