See, ransomware doesn’t wait. One second you are working on quarterly reports; the next, your files are encrypted, and you see a Bitcoin ransom note on your screen. An average attack encrypts in less than 45 minutes; some variants take…
Conventional antivirus applications are practically ineffective against modern viruses. Signature-based detection – in signature-based detection, your security software compares files to a known malware database–means your security misses between 80- 90 percent of actual attacks. Why? Intruders only have to…
I mean, I will be frank- I was spending several years believing that my antivirus subscription was protecting my system. You are used to it: green checkmark, your device is safe, all okay. Afterward, I began investigating how modern online…
I have been following cybersecurity trends for years, and most organizations have something seriously wrong with their approach to vulnerabilities. They hope and wait until bad news hits: an exploit code surfaces, a CVE is issued, and everybody scrambles to…
Hopefully, I have spent many late nights watching vulnerability dashboards to understand how that makes me feel: 8,000 dictated critical alerts, 3 security analysts, and less than 40 hours/week, with some degree of luck. I had my team experiment with…
To be honest, I didn’t believe much in AI in cybersecurity before. After that, I saw an MLP model detect a 0-day exploit that our conventional scanners had no idea was happening. That changed everything. I have been testing AI-based…
Look, I’ll tell you the truth: when I first heard about threat intelligence integration, I thought it was one of those buzzwords security vendors use to market costly software. Then I read about how SOC teams actually operate, and I…
Why, I have sat through too many late nights at security dashboards, seeing them light up like Christmas trees. I imagine you have had that experience when an alarm triggers at 2 AM, and you are trying to determine whether…
To be honest, when I first heard about AI that handles security incidents on its own, it sounded like science fiction. I mean, computers making judgments to isolate your network or destroy credentials without any human intervention? That felt risky.…
Ok, I will tell you the truth: when I first heard about zero-day vulnerabilities, I thought my attention would be something like this: how do you defend against something you don’t even know exists? It was like attempting to take…
Over the past few months, I’ve become a real student of machine learning’s role and how it helps detect threats that previous security measures miss. Initially, I believed that anomaly detection was just another buzzword- it turns out that it…
Well, I wasted three weeks reading about AI threat detection systems because I kept reading headlines about AI-powered security and literally thought most of it was marketing nonsense. It happens that I was half correct–there is hype, but there is…