Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Homomorphic Encryption in LLM Pipelines: Why It Fails in 2026

There’s a claim gaining traction in the market: homomorphic encryption can preserve data privacy in AI workflows. Encrypt your data, run it through a language model, and never expose a single token. Sounds bulletproof. It isn’t. Homomorphic encryption (HE) was built for math, not language. Applying it to LLM pipelines is like encrypting a book and asking someone to summarize it without reading a word. The problem isn’t efficiency.

How SA Power Networks Accelerated Threat Detection with Exabeam

The small but mighty cyber security team at SA Power Networks, the sole electricity distributor for the state of South Australia, was challenged to keep up with numerous responsibilities, including preventive controls, patch management, and detect/respond functions. After choosing and implementing Exabeam, the platform has delivered the anticipated value: streamlining and accelerating the company’s TDIR function, strengthening security team bonds and collaboration, and cementing the critical link between security and business initiatives.

Exabeam: Real Intelligence. Real Security. Real Fast.

Security teams today face machine-speed threats, growing complexity, and overwhelming data. Exabeam helps you stay ahead with powerful AI, behavioral analytics, and automation designed to accelerate threat detection, investigation, and response (TDIR). With hyper-fast search, advanced analytics, and intelligent automation, Exabeam enables security teams to uncover threats faster, reduce manual work, and gain insights other tools miss. Since 2014, we’ve put AI and machine learning at the core of security operations—helping organizations modernize their SOC and improve outcomes at scale.

BewAIre: Detecting Malicious Pull Requests at Scale with LLMs

As AI coding assistants accelerate software development, the volume of pull requests at Datadog has grown to nearly 10,000 per week, increasing the risk that malicious changes slip through due to review fatigue. To address this, Datadog built BewAIre, an LLM-powered code review system designed to identify malicious source code changes introduced by threat actors. By reducing approval fatigue for developers while increasing friction for attackers, BewAIre guides human reviewers to the areas where judgment matters most, without slowing developer velocity.

Endpoint management system breach: why privileged access management (PAM) is now critical

Endpoint management system breaches stem from compromised privileged access, not unpatched vulnerabilities. Attackers use legitimate credentials to operate undetected within trusted workflows, bypassing traditional controls. Eliminating standing privilege with just-in-time access and enforcing least privilege reduces attack paths, while identity threat detection and response ensures misuse of valid access is identified and contained in real time.

Why Unified Management is a Game-Changer for Application Delivery

Why Unified Management is a Game-Changer for Application Delivery A10's Priyanka Mullan and Jamison Utter discuss the critical advantages of a unified management approach for modern application delivery. Managing complex networks doesn't mean juggling multiple solutions. Learn how a single code base simplifies the entire lifecycle. Key takeaways from this discussion.

SOC 2 penetration testing requirements

For organisations pursuing SOC 2, demonstrating effective security controls is central to the audit process. While the framework does not prescribe specific technologies or testing frequencies, it does require evidence that risks are identified, assessed, and mitigated through appropriate controls. This is where SOC 2 penetration testing becomes particularly relevant.

Comprehensive Guide to Backing Up Office 365 Emails

Do you regularly back up Office 365 emails? If not, there’s bad news. Even cloud giants like Microsoft can experience outages and disruptions. And contrary to popular belief, Microsoft holds your organization responsible for any data loss due to these events. Moreover, according to Microsoft’s Shared Responsibility Model, protecting all your data within Microsoft 365 infrastructure is solely your responsibility.

Certificate distribution is the last mile nobody solved

Certbot is good software in the classic Linux tradition: it does one thing simply and expects you to chain it together with everything else. One server, one certificate, done. The trouble is that most environments are not simple. And the moment yours isn’t, you discover that renewing a certificate and getting it deployed are two different problems, and deployment is your problem.