Category: Security Solutions
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AI‑Washing in Cybersecurity
The market is in a phase where “AI” has become a marketing label rather than a technical description. Vendors stretch, exaggerate, or outright misrepresent what their products actually do, and the industry is quietly normalizing it. I’ve personally seen platforms confidently branded as “AI‑driven” when, under the hood, they are nothing more than deterministic playbooks,…
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The Confusion Between Scanning and Testing
The Illusion of Coverage Many still confuse vulnerability scanning with penetration testing.They sound similar. They are not. One is automated noise.The other is a human discipline. A scan gives you a list.A pentest gives you a story. Lists are comfortable. They feel complete.Stories are uncomfortable. They expose what actually breaks. Most organizations choose comfort. Getting…
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AI vs ML and why it is important in cybersecurity
we love buzzwords in cybersecurity. every few months the industry discovers a new shiny acronym, slaps it on the same old product, and suddenly we’re all supposed to believe the world has changed. now the magic word is “AI.” everything is “AI-powered,” “AI-enhanced,” “AI-driven.” but when you look under the hood, most of these so‑called…
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AI boundaries: you still need to learn how to think
recently I heard someone confidently say: “you don’t need to learn how to code anymore. nobody needs to. AI will do it for you.” this is exactly the kind of thinking that keeps pushing us further away from understanding the root of anything. if we follow that logic, then we also don’t need to teach…
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Agentic AI vs. AI agent: why the confusion will cost you
You probably think they are the same thing. They are not. And if you are a security practitioner or a strategic thinker, the difference is not academic, it is operational. What most people get wrong An AI agent is a component. It is a model that perceives input and produces output. Think of it as…
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Why Are We Struggling With Cybersecurity?
Why are we struggling with cybersecurity? Why does it feel like hammering water when it comes to securing your assets in the cyber world? It’s a different story if you don’t believe that the majority of the industry is wasting time, thinking they are doing the right things to secure their network. Then how come…
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I am not the technical person but I must sell you something I have no clue about!
well, I actually changed the second part sarcastically, this is the original version: I am not the technical person but I really must sell you something today, can I connect you to another person in my company, an engineer perhaps? you know, we have a very great product but I am just lacking understanding what…
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is Security inconvenient?
we presume Security is always equal inconvenient, either form consumer point of view, or developer. as a consumer you have to remember passwords and configure stuff, and as a developer to need to make sure you put controls around authentication process and how passwords are being used. I agree that is inconvenient but are we…
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Attacks are not advanced, we are naive!
cyber attacks that you hear about them in news these days are not advanced at all, this is security community acting so naive and blind, knowingly and unknowingly which then implies into thinking that attacks are sophisticated. in mature industries like agriculture, professionals study their enemies and for centuries they have been able to defeat…
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Monitoring: The Forgotten Discipline
The Myth of “Proactive” Every company claims to be proactive. They buy dashboards, automate alerts, and call it visibility. But visibility without interpretation is just noise. And noise is the enemy of monitoring. These days, the market is full of tools that promise prediction. None deliver it. They only record symptoms faster. What You Actually…