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⚡ AI Lessons

Medium · Python
🔐 Cybersecurity
⚡ AI Lesson
1w ago
How to Bypass Imperva (Incapsula) Anti-Bot Protection: Complete 2026 Guide
An Imperva refusal can arrive as HTTP 200. So can a page that never rendered. Three of the four shapes carry nothing you can extract. A… Continue reading on Med

Medium · Python
🔐 Cybersecurity
⚡ AI Lesson
1w ago
MD5 Is 3.6× Slower Than SHA-256. Everyone Still Recommends It for Speed.
Twelve algorithms on the same 256 MB buffer — and the CPU feature that inverted the ranking everyone learned. Continue reading on Medium »

Medium · Python
🔐 Cybersecurity
⚡ AI Lesson
1w ago
Building an AWS Security Posture Monitor From Scratch — Part 2: Designing the Scanner
From a vulnerable AWS lab to a security scanner that can actually scale Continue reading on Medium »
Medium · Python
🔐 Cybersecurity
⚡ AI Lesson
1w ago
When logout becomes an OAuth attack
How a seemingly harmless logout redirect can become part of a persistent OAuth attack chain Continue reading on Medium »

Medium · Python
🔐 Cybersecurity
⚡ AI Lesson
2w ago
Why You Should know Python | Python Basics
In Cybersecurity (I am speaking from the Pentesting Point of view, as it’s what I currently know), it is a good thing to know a few… Continue reading on Medium

Medium · Python
🔐 Cybersecurity
⚡ AI Lesson
3w ago
From Full-Stack Development to Cybersecurity: Why I’m Building in Public
There was a time when I thought learning to code was the destination. Continue reading on Medium »

Medium · Python
🔐 Cybersecurity
⚡ AI Lesson
3w ago
Bir QR Kod Ne Kadar Masum? Phishlenme! ile Bağlantıyı Açmadan Risk Analizi
Telefon kamerasını bir QR koda tuttuğumuzda çoğu zaman ikinci kez düşünmüyoruz. Restoran menüsü, kargo bildirimi, banka kampanyası veya… Continue reading on Med

Medium · Python
🔐 Cybersecurity
⚡ AI Lesson
3w ago
A Textbook Case of Overengineering: Solving pwn.college’s MITM Challenge the Hard Way
While trying to solve an MITM challenge, I found myself generating SYN-ACK packets and manually calculating TCP sequence and… Continue reading on Medium »

Medium · Python
🔐 Cybersecurity
⚡ AI Lesson
3w ago
“I understand it now.”: Adaptive Rule-Based Security
Malregistry: A semi-automated malware pipeline that parses and generates adaptive rules for malware. Continue reading on Medium »
Medium · Python
🔐 Cybersecurity
⚡ AI Lesson
3w ago
Understanding the Security Implications of Python os.chmod()
Trusting PyPI Packages Could Be a Huge Mistake Continue reading on Medium »
Medium · Python
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
DIGITAL FORENSICS: FINDING THE TRUTH IN DIGITAL EVIDENCE
Every click leaves a trace. Continue reading on Medium »

Medium · Python
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
️ File Integrity Monitor (Sentinel FIM) A Python Project
Hello readers, hope you’re all doing well. Continue reading on Medium »

Medium · Python
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
Most companies find out about a breach the same way the public does: after it’s already posted.
Most companies find out they were breached the same way the public does — after a ransomware gang has already posted it. Checking a leak… Continue reading on Me

Medium · Python
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
Nobody audits every dependency by hand. Something has to watch the registry instead.
No team reviews the source of every package it installs. At a few hundred transitive dependencies per project, that’s not laziness — it’s… Continue reading on M

Medium · Python
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
DESIGN OF A CENTRALIZED MONITORING DASHBOARD FOR WAF AND RATE LIMITING IN CYBER SECURITY SYSTEMS
Introduction Continue reading on Medium »

Medium · Python
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
Your First Python Security Automation: Analyze Logs in Minutes
An beginner/intermediate, practical guide on automating your log review. Day 6 of Ethical Hacking Journal. Continue reading on Medium »
Medium · Python
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
That “free” JSON formatter just saw your production API response
Try it Out: https://unblockdevs.com/ Continue reading on Medium »

Medium · Python
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
I Built a Web Vulnerability Scanner from Scratch — Here’s How It Works
*As a penetration tester and bug bounty hunter, I needed a tool I fully understood. So I built one.* Continue reading on Medium »
Medium · Python
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
Automating Recon with Python: 12 Scripts That Save Hours of Manual Work
Ever felt like reconnaissance is eating up your entire night — just poring over domains, subdomains, open ports, and every little crumb of… Continue reading on

Medium · Python
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
Building an AWS Security Scanner to Catch Cloud Misconfigurations Before They Become Breaches
Cloud computing has made it easier than ever to deploy applications, but it has also introduced a new challenge. Continue reading on Medium »

Medium · Python
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
Uncovering CVE-2026–30708: Bypassing Trusted Hosts in Flask
Web application security often heavily relies on how different infrastructure layers communicate. Recently, I discovered and reported a… Continue reading on Med
Medium · Python
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
What an MCP server actually is, and where auth gets hard
This is the background half of a two-part write-up. If you already know what MCP is and how tool calls get authorized, skip it and go… Continue reading on Mediu

Medium · Python
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
I Scanned My Entire AWS Account and Found 73 Security Issues Nobody Knew Existed
A story about invisible infrastructure, accidental exposure, and the Python tool I built to see everything at once Continue reading on Medium »

Medium · Python
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
Exploiting Race Conditions — Solving the ‘Shopping’ Pwn Challenge (VuwCTF 2026)
Hey everyone! I’m Muhammad Jilani (aka silentzer0). Continue reading on Medium »
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