Hacking involves much more than breaking systems into pieces-it’s finding them out, learning the system, how it actually works, and then helping protect it. For some novices, getting into hacking seems like such a herculean task to achieve, but the best and effective way is through some kind of practice. That’s when hacking projects come in.
Here is the list of Top 100 Practical Hacking Projects for Real-World Learning, which are strictly meant for beginners. All projects are designed to make foundational skills, understand real-world scenarios, and sharpen the ability to solve problems. Networking, web security, cryptography, or forensics-interesteds will find something in here to kick-start the learning process.
Why Start with Projects?
Projects allow you to:
- Apply the theoretical knowledge in real scenarios.
- Develop better understanding about the tools and techniques.
- Get your hands-on experience that would give you confidence.
- Prepare yourself for advanced challenges like CTF competitions or bug bounty programs.
Let’s see the list of 100 hacking projects that will help you become a skilled ethical hacker.

Networking Projects
- Create a custom traceroute tool to map the path of packets.
- Write a script to identify devices connected to your local network.
- Build a basic ICMP Ping Flood tool for testing (in a controlled environment).
- Analyze ARP requests and responses on your local network.
- Set up a proxy server using Squid and monitor traffic logs.
Web Hacking Projects
- Practice cookie theft and session hijacking in a test environment.
- Create a simple CAPTCHA breaker using Python and image libraries.
- Build a script to scrape and analyze website metadata for security gaps.
- Experiment with HTTP request smuggling on a vulnerable test site.
- Write a Python script to identify outdated CMS versions in websites.
Password and Authentication Projects
- Design a graphical password system for secure login (educational).
- Create a multi-factor authentication (MFA) prototype.
- Write a script to detect weak passwords in a given dataset.
- Build a simple password reset function for a dummy application.
- Experiment with rainbow tables for hash cracking in a controlled environment.
Cryptography Projects
- Implement a Caesar cipher encryptor and decryptor in Python.
- Create a tool to test encryption keys for brute force attacks.
- Analyze steganographic techniques by hiding data in MP3 files.
- Experiment with creating custom hashing algorithms.
- Write a script to encrypt and decrypt files using PyCrypto or similar libraries.
Social Engineering Projects
- Build a fake login page for awareness training (ethical use).
- Experiment with automating email generation for phishing detection.
- Create a social engineering simulation program for training.
- Analyze LinkedIn profiles for potential OSINT-based attacks.
- Write a chatbot to simulate phishing conversations for testing.
Automation and Scripting Projects
- Automate vulnerability scanning with a Python script.
- Write a script to monitor log files for suspicious activity.
- Build a simple chatbot for automated reconnaissance.
- Automate SSH session creation and execution of commands.
- Write a script to generate fake network traffic for testing tools.
OSINT (Open-Source Intelligence) Projects
- Automate social media data scraping using Python.
- Use Shodan API to find misconfigured devices online.
- Analyze GitHub repositories for exposed credentials.
- Build a tool to identify subdomains of a given domain name.
- Write a script to visualize connections in OSINT data.
Wi-Fi Hacking Projects
- Create a Wi-Fi signal strength scanner using Python.
- Automate the creation of fake Wi-Fi hotspots for testing awareness.
- Experiment with Wi-Fi channel hopping to monitor traffic.
- Test WPA3 handshake capture with a sandbox setup.
- Write a script to map available Wi-Fi networks with GPS data.
Mobile and IoT Projects
- Analyze mobile app permissions and identify potential risks.
- Build a script to identify open Bluetooth devices in range.
- Experiment with IoT device fingerprinting in a test network.
- Write a Python script to scan for default credentials in IoT devices.
- Simulate a smart home vulnerability by analyzing open ports.
File and Metadata Analysis Projects
- Write a script to extract metadata from all files in a directory.
- Experiment with hiding data in PDFs and images.
- Create a tool to analyze EXIF data for forensic insights.
- Automate searching for sensitive data in log files.
- Write a script to detect file tampering using checksums.
Custom Tools Development
- Build a basic vulnerability scanner in Python.
- Write a simple keylogger for educational purposes.
- Create a tool to monitor DNS changes for a given domain.
- Automate subdomain enumeration using an API like VirusTotal.
- Build a script to detect phishing links in emails.
Virtual Machine Projects
- Set up a CTF (Capture The Flag) challenge in a virtual lab.
- Practice isolating and analyzing malware in a sandbox.
- Create your own vulnerable VM for penetration testing practice.
- Simulate a ransomware attack in a controlled environment.
- Experiment with detecting VM breakout techniques.
Ethical Malware Development
- Build a simple reverse shell script in Python.
- Experiment with obfuscating malware code for detection evasion.
- Create a script to encrypt all files in a directory (ransomware simulation).
- Analyze how antivirus tools respond to custom scripts.
- Write a harmless worm that propagates within a virtual network.
Forensics Projects
- Analyze a memory dump to identify running processes.
- Experiment with recovering deleted files on a USB drive.
- Build a script to identify suspicious activity in log files.
- Practice identifying rootkits in a lab environment.
- Write a script to track user activity in a local system.
Advanced Linux Projects for Beginners
- Automate file integrity monitoring using Bash scripts.
- Write a log analyzer to detect anomalies in
/var/log
. - Create a custom shell with basic command support.
- Experiment with cron job tampering detection.
- Build a script to track sudo command usage.
Miscellaneous Projects
- Automate downloading and sorting of bug bounty reports.
- Create a network speed monitoring tool in Python.
- Experiment with DNS tunneling for data transfer.
- Build a tool to detect insecure HTTP connections.
- Write a script to track changes in public repositories.
Beginner-Friendly Real-World Challenges
- Simulate a phishing awareness campaign in your organization.
- Analyze spam emails and identify patterns.
- Set up a two-factor authentication system for a dummy website.
- Create a Python tool to scrape dark web marketplaces.
- Experiment with bypassing simple WAFs on a test site.
Creative Ideas
- Gamify cybersecurity awareness training.
- Build a script to monitor changes in SSL certificates.
- Create a tool to anonymize metadata in documents.
- Write a Python program to detect MITM attacks on a LAN.
- Design a basic intrusion detection system.
Final 10 Advanced Beginner Projects
- Automate vulnerability reporting with formatted output.
- Write a Python program to detect phishing domains.
- Experiment with bypassing basic CAPTCHA systems.
- Analyze sandbox evasion techniques used by malware.
- Create a visualization of network traffic using Python libraries.
- Build a script to test APIs for security flaws.
- Explore data exfiltration methods via DNS.
- Create a tool to analyze SSL/TLS configurations.
- Simulate a privilege escalation scenario on a Linux VM.
- Build a tool to monitor system process behavior in real time.

Why These Projects Matter
Each project here is meant to challenge you to learn practical skills. In other words, these projects aren’t just exercises but stepping stones that will help you solve the real world. By completing each of them, you will obtain a deeper understanding of ethical hacking, cybersecurity, and the protection of systems.
How to Get Started
- Set up a lab: using virtual machines or isolated environments. Learn to practice without doing harm.
- Learn the basics: which includes Linux, networking, and basic programming.
- Document your work: by maintaining a journal of what you learn from each project.
- Join Communities: Join communities and collaborate with other learners in forums or groups.
Final Thoughts
These projects are your roadmap to building a solid foundation on hacking. Learning and using your skills responsibly is at the heart of ethical hacking. Always practice in safe environments and respect rules of engagement.
Start it today, and who knows? You may learn something you love.
Disclaimer: This content is for educational purposes only. Use these projects responsibly and legally. Misusing these techniques is strictly prohibited.