Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

AI agents (utilizing LLMs and RAG) are being used within SOCs and SIEMS to both help identify attacks and assist analysts with working more efficiently; however, I’ve done a little bit of research one sunny British afternoon and found that these agents can be abused by attackers and made to go rogue. They can be made to modify the details of an attack, hide attacks altogether, or create fictitious events to cause a distraction while the real target is attacked instead.

Not too long ago I read an interesting blogpost by SpecterOps about Microsoft EPM that got my attention as I was not aware of this Microsoft product/feature. It was interesting to learn that Microsoft expanded into the realm of Endpoint Privilege Management and since this means that there must be some service/driver running with high privileges that elevates low-privileged processes, I thought there could be potential vulnerabilities and bugs.

As the summer winds down and conversation around AI Security heats up, the Snyk team is in full swing planning mode for a double-header this October—with the return of DevSecCon’s Flagship conference, focusing this year on Securing the Shift to AI Native, and serving as the founding partner of the inaugural AI Security Summit.

Future hacks won’t trigger alarms or leave traces. No security measures will be violated. The systems are functioning normally – but the loss is real. As automated defenses improve, attackers must target what machines can’t: the business processes. By exploiting flaws in workflow logic, hackers can steal data and funds in a way no one expected. Business logic vulnerabilities are now a serious cybersecurity blind spot, and a leading method for breaching even the most secure systems.

Today we’re announcing the beginning of the next phase of our journey. We’re launching our Vulnerability Intelligence feed, Nucleus Insights. As we’ve worked with many companies, partners, and clients over the years, this became an obvious next step for Nucleus, and I want to share with you why. Fixing vulnerabilities is expensive. Not just in terms of patching costs or system downtime, but in people, time, and lost focus.

Most teams run on velocity budgets, not risk budgets. While features get sprints, milestones, and release slots, risk, on the other hand, gets hope. When scan depth and speed decisions are made without an explicit budget for risk, the outcome is predictable: throughput is optimized while exposure compounds silently in the background.

In 2021, a critical vulnerability in a popular Node.js library allowed hackers to carry out code injection and silently compromise thousands of applications, with disastrous effects. It wasn’t a brute-force attack. It wasn’t ransomware. It was some wittily constructed pieces of malevolent code that got through defences and provided attackers with complete carte blanche. Code injection attacks are no longer rare. They’re alarmingly common.