---
title: "Muhammad Akbar Aulia (@codexkuro) | Hashnode"
description: "cybersecurity, blue team, machine learning, tech enthusiast. Read the latest articles by Muhammad Akbar Aulia on Hashnode."
url: "https://hashnode.com/@codexkuro"
---

@codexkuro

# Muhammad Akbar Aulia

@codexkuro · indonesia · Joined February 2026

cybersecurity, blue team, machine learning, tech enthusiast

### [My Machine Learning Journey](https://jurnalotakkanan.hashnode.dev/my-machine-learning-journey?utm_source=hashnode&utm_medium=feed)

Back then, I was just a kid who used to play a lot of games. But as I grew up, I realized that I needed a goal. So, I decided to be productive and search for something that will be beneficial for my f

3 min read · [jurnalotakkanan.hashnode.dev](https://jurnalotakkanan.hashnode.dev/my-machine-learning-journey?utm_source=hashnode&utm_medium=feed)

[Jun 13](https://hashnode.com/posts/my-machine-learning-journey/6a2d642608f057be00b635b1)

### [My First Interest at Tech Field](https://jurnalotakkanan.hashnode.dev/my-first-interest-at-tech-field?utm_source=hashnode&utm_medium=feed)

You know what? When it comes to learning about tech, especially programming, most people are likely to choose Web Development, because in my opinion at the start, web development is not that hard. I'm

2 min read · [jurnalotakkanan.hashnode.dev](https://jurnalotakkanan.hashnode.dev/my-first-interest-at-tech-field?utm_source=hashnode&utm_medium=feed)

[3](https://hashnode.com/posts/my-first-interest-at-tech-field/6a28208ef8a50b3fd2a4e2ea) [Jun 9](https://hashnode.com/posts/my-first-interest-at-tech-field/6a28208ef8a50b3fd2a4e2ea)

### [Mengatasi Burnout dengan The Kangen Method](https://jurnalotakkanan.hashnode.dev/mengatasi-burnout-dengan-the-kangen-method?utm_source=hashnode&utm_medium=feed)

Pernah ga sih kalian ngerasa ketika lagi belajar sesuatu itu awalnya kalian excited belajar dan lanjut dengan konsisten lalu pada akhirnya burnout? Dan pada burnout pertama ini kalian tetap berpegang

3 min read · [jurnalotakkanan.hashnode.dev](https://jurnalotakkanan.hashnode.dev/mengatasi-burnout-dengan-the-kangen-method?utm_source=hashnode&utm_medium=feed)

[Mar 26](https://hashnode.com/posts/mengatasi-burnout-dengan-the-kangen-method/69c57d2710e664c5da15b584)

### [Lahirnya The Kangen Method](https://jurnalotakkanan.hashnode.dev/lahirnya-the-kangen-method?utm_source=hashnode&utm_medium=feed)

Dulu, gw percaya kalo misalnya mau mencapai sesuatu harus dengan modal konsisten. Lambat laun, sekelebat pertanyaan muncul di kepala gw, "apakah prinsip sejuta umat yaitu konsisten adalah satu-satunya

3 min read · [jurnalotakkanan.hashnode.dev](https://jurnalotakkanan.hashnode.dev/lahirnya-the-kangen-method?utm_source=hashnode&utm_medium=feed)

[Mar 19](https://hashnode.com/posts/lahirnya-the-kangen-method/69bc2843b238fd45a319e095)

### [Detection and Analysis of Web Shell Activity Through Network Traffic](https://akbarsec.hashnode.dev/detection-and-analysis-of-web-shell-activity-through-network-traffic?utm_source=hashnode&utm_medium=feed)

This analysis was conducted in a simulated lab environment for learning purposes. Executive Summary Analyzing internal private IPs that began scanning other internal systems. I found this network activity suspicious when one internal private IP perfo...

3 min read · [akbarsec.hashnode.dev](https://akbarsec.hashnode.dev/detection-and-analysis-of-web-shell-activity-through-network-traffic?utm_source=hashnode&utm_medium=feed)

[Feb 8](https://hashnode.com/posts/detection-and-analysis-of-web-shell-activity-through-network-traffic/69883167e0eabbd1418916f0)