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The Evolution of Cyber Threats: From Malware to AI-Driven Attacks

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Cyber threats have not grown in a straight line; they have changed, become more professional, and adapted to new technology, incentives, and chances. What started out as simple prankware and curiosity-driven worms has turned into a highly organized criminal economy that spans the globe and, more and more, a battlefield where machine learning and generative AI are changing both offense and defense. This article talks about how things have changed over time, focusing on the most important technical and social changes. It also gives useful tips on how to protect systems in a world where attackers can also use intelligence tools. Quick summary (TL;DR) At first, threats were simple: viruses , worms , and basic trojans that spread when they had the chance. Criminalizing and making money off of attacks (ransomware, banking trojans) made them more professional. Nation-state actors made things more complicated: supply-chain compromise, spying, and APTs. Attacks changed from co...

Reverse Engineering Mobile Apps with JADX and Hopper

 Read this first: Legal and ethical preface When you reverse engineer mobile apps, you can find out private user data, credentials, and proprietary logic. You should only do reverse engineering if you have clear permission, such as a written agreement, a bug-bounty program scope, your own apps, or a formal pentest agreement. Do not try to get to data or systems that you are not allowed to test. If you find secrets or weaknesses, follow coordinated disclosure: tell the vendor, give them steps to reproduce the problem, and don't publish live secrets. What are JADX and Hopper, and when should you use them? JADX is an open-source Android decompiler that turns APK (DEX) bytecode into Java-like source code that you can read. Great for quickly looking at the structure of an app, including its packages, classes, methods, resources, and manifest. Quick, with both a graphical user interface (GUI) and a command line interface (CLI), this is great for static analysis that focuses on An...

Intercepting Mobile Traffic with Burp Suite — A Practical Guide

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  . Goal & Requirements Goal Use Burp Suite to intercept and inspect network traffic between a mobile app and its backend so you can analyze API requests/responses and find security issues (insecure transport, sensitive data leakage, auth flaws, etc.). Requirements / Prerequisites Burp Suite (Community or Professional). Test devices: Android device/emulator and/or iOS device/simulator (physical device preferred). Same Wi-Fi or USB cable (ADB) connection between device and Burp machine. Basic knowledge of ADB (Android) and Frida (runtime hooking). Frida + frida-server installed for runtime bypass techniques. Optional: objection , apktool , jadx for static changes and binary analysis. Burp CA certificate exported for installation on test devices. 2. Lab Setup — Repeatable & Isolated Why isolation matters Keep tests reproducible and prevent accidental leaks or interference with production networks. Use a dedicated VM or a separate laptop fo...

Mobile App Pentesting 101: Process, Tools & Terminology

  Why Mobile App Security Matters As time goes on, mobile app security is becoming more and more important. In today’s connected world, mobile apps are used for almost everything — from banking and shopping to healthcare and education . These platforms store a large amount of private user data , and with billions of people using them daily, they’ve become a prime target for hackers . This is where Mobile Application Penetration Testing (Mobile App Pentesting) comes in. It’s not just about hacking your own app for fun — it’s about finding and fixing vulnerabilities before real attackers do . If you’re new to this field, here’s a complete guide to what mobile app pentesting is, how it works, and the essential tools and terms you should know. What Is Mobile App Pentesting? Mobile app pentesting is the process of simulating real-world attacks on Android or iOS applications to identify security weaknesses . It combines manual analysis , automated scanning , and hands-on expl...