While instructors include disclaimers, videos rarely enforce a structured ethical framework (e.g., formal penetration testing agreements, scope definition). Students may practice attacks on unconsenting local networks. 5. Comparative Effectiveness | Criterion | LEHS Videos | University Course | Hands-On CTF Platform (e.g., HTB) | |-----------|-------------|-------------------|--------------------------------------| | Cost | Low ($15-30) | High ($1000+) | Moderate ($10-20/mo) | | Hands-on ratio | 30% (guided) | 50% (lab) | 90% (independent) | | Up-to-date content | Moderate (user-reported) | Variable | High (community-driven) | | Certification relevance | None directly | Degree credit | Some (eNuke, etc.) |
The demand for ethical hacking skills has surged, leading to the proliferation of online video courses. This paper examines Udemy’s popular series “Learn Ethical Hacking from Scratch” (often by Zaid Sabih or similar instructors). It analyzes the pedagogical structure, technical scope, limitations, and practical value of using pre-recorded video content for offensive security training. The paper concludes that while the format offers accessibility and hands-on demonstration, it requires supplemental lab work and caution regarding outdated content. 1. Introduction The cybersecurity industry faces a chronic skills gap. In response, platforms like Udemy have democratized access to ethical hacking education. The course series “Learn Ethical Hacking from Scratch” (henceforth LEHS) is among the top-selling programs, claiming to take a student from zero knowledge to a capable penetration tester through 100+ hours of video. udemy learn ethical hacking from scratch vidéos
Evaluating the Efficacy of Video-Based Cybersecurity Training: A Case Study of Udemy’s Learn Ethical Hacking from Scratch Comparative Effectiveness | Criterion | LEHS Videos |