Dissecting the Black Box: Circuit-Level Analysis of LLM Vulnerability Detection

Large language models LLMs can detect software vulnerabilities, but how do they actually identify vulnerable code? We address this question using mechanistic interpretability; analyzing the internal computations of a neural network to understand its reasoning process.Using Circuit Tracer on...

Navigating Choppy Waters: Top Security Predictions from Rapid7's 2025 Webinar

It's that time of year again — one year is ending and another is set to begin.. And what a year it's been for the security community! The sheer scale of incidents has left SecOps teams breathless, so thinking about what could be in store next year can be overwhelming. But there's no need to panic...

Making Sense of Operational Technology Attacks: The Past, Present, and Future

When you read reports about cyber-attacks affecting operational technology OT, it's easy to get caught up in the hype and assume every single one is sophisticated. But are OT environments all over the world really besieged by a constant barrage of complex cyber-attacks? Answering that would requi...

Forward Momentum: Key Learnings From Trend Micro’s Security Predictions for 2024

In this blog entry, we discuss predictions from Trend Micro’s team of security experts about the drivers of change that will figure prominently in 2024...

Forging Ahead in 2023: Insights From Trend Micro’s 2023 Security Predictions

In 2023, cybercriminals and defenders alike will have to move forward with caution in the face of a business landscape that’s fraught with security blindsides and economic ebbs and flows...

Pushing Forward: Key Takeaways From Trend Micro’s Security Predictions for 2022

In this entry, we discuss several of our predictions that security professionals and decision-makers should know about to help them make informed decisions on various security fronts in the coming year...

Hacky Holidays From Rapid7! Announcing Our New Festive Blog Series

The holiday season often inspires reflection on the year coming to a close — but with the new year approaching, this season can also signal the opportunity for a fresh start. In that spirit, we're announcing a refreshed theme and approach to our annual holiday blog series: Hacky Holidays! While...

How To Be An Informed Skeptic About Security Predictions

It doesn’t take a wily prediction to see that the cycles of tech procurement and planning are increasingly compressed. In enterprise IT, the two largest forces at play are business changes and technology changes. These two major forces are somewhat independent; a lot of tech change happened durin...

This Week in Security News: Security Predictions and Malware Attacks

Welcome to our weekly roundup, where we share what you need to know about the cybersecurity news and events that happened over the past few days. This week, learn about the span of categories for Trend Micro’s 2019 Security Predictions. Also, learn about a new exploit kit that targets home or sma...

2019 Security Predictions Report Released

What Makes For Really Good Security Predictions Each year Trend Micro releases its annual Security Predictions Report. Good security predictions are very difficult to develop, and companies and consumers need to be selective about the security advice they take. What makes a good security...

Malwarebytes’ 2019 security predictions

Every year, we at Malwarebytes Labs like to stare into our crystal ball and foretell the future of malware. Okay, maybe we don't have a crystal ball, but we do have years and years of experience in observing trends and sensing shifts in patterns. When it comes to security, though, we can only kno...

TippingPoint Threat Intelligence and Zero-Day Coverage – Week of January 29, 2018

Late last year, Trend Micro introduced its Security Predictions for 2018. One of the predictions stated that digital extortion will be at the core of most cybercriminals’ business model. It’s much more than just ransomware – it is the most successful criminal business model in the current threat...

Botnets, Breaches, and the End of Defense in Depth: Our 2017 Cybersecurity Predictions in Review

As 2016 closed out, Imperva once again peered into its crystal ball. As usual, there was much to foretell regarding the ever-changing cybersecurity realm in 2017. We’ll be doing the same soon as we look ahead into 2018. But before we do, we like to assess how accurate we were against the...

TippingPoint Threat Intelligence and Zero-Day Coverage – Week of December 4, 2017

It snowed in Austin, Texas last night. It’s not a big deal for those of you who live in areas where you’re used to snow, but for those of us who are native Texans, it’s a big deal. Funny enough, I had scheduled a maintenance appointment for later today to make sure our heater is in working order...

Grading our Predictions: See how we fared in 1H 2017

In December of last year, we released eight predictions as to what we thought the 2017 cybersecurity landscape would hold. Although we’ve definitely observed new trends and attacks that we didn’t foresee, we’ve also seen several of our predictions play out as anticipated. With only three and a ha...

Weatherford, Kaminsky: Top 2010 Security Issues

Mark Weatherford, CISO for California, and Dan Kaminsky, finder of last year’s DNS flaw, offer five security predictions for 2010. Read the full article. CSO...