Top Programming Languages for Ethical Hacking in 2025

By Pavan Vadapalli

Updated on Sep 16, 2025 | 16 min read | 17.97K+ views

Share:

Did you know? Kevin Mitnick, once one of the most wanted hackers in the U.S., later became a pioneering ethical hacker, using his skills to help companies secure their networks.

Ethical hacking is one of the most in-demand skills in the current digitally driven world. As organizations invest heavily in cybersecurity, the role of ethical hackers has become more critical than ever. To succeed in this field, professionals need to master programming languages for ethical hacking that provide the foundation for penetration testing, vulnerability assessments, and security analysis. But what programming language is used for ethical hacking? More importantly, which programming language is best for ethical hacking in 2025? 

This blog explores the top programming languages for ethical hacking, their importance, and how each one supports cybersecurity practices. Whether you are a beginner or a professional, knowing the right languages can accelerate your ethical hacking journey. 

Upskill with our Software Engineering course featuring the latest Generative AI curriculum, hands-on projects, and industry-relevant tools. 

Top Programming Languages for Ethical Hacking

There are several programming languages for ethical hacking, but the ones mentioned below are the most popular. Let’s see why they’re used along with their examples. 

If you want to gain expertise in programming languages, the following courses from upGrad can help you in ethical hacking.  

1. Python 

Python is widely regarded as one of the most practical and best programming languages for ethical hacking. Its readable syntax and extensive ecosystem let security professionals prototype quickly and automate complex tasks without boilerplate code. 

Why Python for Ethical Hacking? 

  • Very low learning curve for newcomers. 
  • Large standard library and third-party packages for networking, cryptography, and data parsing. 
  • Mature security libraries and modules such as Scapy, Impacket, Pwntools, and Requests. 
  • Excellent for rapid prototyping and proof-of-concept development. 
  • Cross-platform support enables tool development for Linux, Windows, and macOS. 

Example Uses: 

  • Writing reconnaissance scripts to gather host and service information. 
  • Automating vulnerability scans and parsing results. 
  • Building exploit proofs of concept and custom payloads. 
  • Implementing parsers and scrapers to harvest web-app data for testing. 

2. C and C++ 

C and C++ provide direct access to memory and system resources. Ethical hackers use them to understand low-level behavior, develop high-performance tools, and analyze compiled binaries. C and C++ are also very popular programming languages for ethical hacking.

Why C and C++ for Ethical Hacking? 

  • Direct memory manipulation and pointer control. 
  • Essential to understand buffer overflows, use-after-free, and heap corruption. 
  • Most OS kernels, drivers, and native applications are implemented in C/C++. 
  • Tooling for reverse engineering and exploit development typically targets binaries written in these languages. 
  • High runtime performance for payloads and scanners. 

Example Uses: 

  • Crafting shellcode and writing stable exploit payloads. 
  • Building native backdoors, rootkits, and low-level scanners. 
  • Reverse engineering compiled programs to discover logic flaws. 
  • Creating performance-sensitive red-team tools. 

3. JavaScript 

JavaScript is the language of the browser and a key vector for web application security testing. Understanding JS is necessary to find and exploit client-side vulnerabilities. 

Why JavaScript for Ethical Hacking? 

  • Runs in every modern browser and shapes client-side behavior. 
  • Central to classes of web vulnerabilities like XSS and DOM-based attacks. 
  • Enables testing of client-side frameworks and single-page applications. 
  • Useful for crafting in-browser payloads and automated browser interactions. 
  • Interacts directly with web APIs and web sockets used by modern apps. 

Example Uses: 

  • Testing and exploiting reflected, stored, and DOM-based XSS. 
  • Creating browser-based proof-of-concept scripts for session theft. 
  • Automating interaction with front-end frameworks during recon. 
  • Manipulating browser storage, cookies, and API calls to test authorization flows. 

4. SQL 

SQL is the common language of relational databases. Proficiency in SQL is mandatory for database security testing and for detecting injection and logic flaws. 

Why SQL for Ethical Hacking? 

  • Directly used to query and manipulate backend databases. 
  • SQL injection remains one of the highest-impact web vulnerabilities. 
  • Knowledge of SQL dialects helps craft precise injection payloads. 
  • Enables verification of insecure query construction and improper input handling. 
  • Critical to evaluate access controls and data exposure risks. 

Example Uses: 

  • Crafting SQL injection payloads to test authentication and data leakage. 
  • Enumerating database schema and extracting sensitive records during tests. 
  • Assessing stored procedures and permission configurations. 
  • Validating parameterized queries and ORM protections. 

5. Java 

Java is prevalent in enterprise systems and Android applications. Ethical hackers focus on Java when assessing large-scale web services, middleware, and mobile apps. 

Why Java for Ethical Hacking? 

  • Widely used in enterprise application stacks and backend services. 
  • Android apps are often written in Java or run on JVM-compatible bytecode. 
  • Many critical server-side frameworks and libraries are Java-based. 
  • Understanding JVM internals helps with deserialization and remote code execution tests. 
  • Tooling exists for decompiling and analyzing Java bytecode. 

Example Uses: 

  • Testing Java-based web applications and servlet containers. 
  • Reverse engineering Android applications to locate insecure logic or keys. 
  • Exploiting vulnerable deserialization chains. 
  • Assessing insecure configuration of Java application servers. 

6. PHP 

PHP still powers a large portion of web applications. Many legacy and custom sites contain insecure PHP code that leads to critical vulnerabilities. 

Why PHP for Ethical Hacking? 

  • Widespread use in content management systems and legacy web apps. 
  • Common source of insecure input handling, file inclusion, and session management bugs. 
  • PHP applications often run with permissive server configurations. 
  • Easy to read server-side logic to map attack surface quickly. 
  • Large number of vulnerable real-world applications make PHP practical for testing. 

Example Uses: 

  • Testing for file inclusion, remote code execution, and insecure deserialization. 
  • Exploiting misconfigured uploads and improper file handling. 
  • Assessing session fixation and insecure cookie management. 
  • Auditing legacy PHP code for insecure patterns. 

Kickstart your cybersecurity journey with our free online cybersecurity course. Learn essential concepts, understand current threats, and gain practical skills, all while earning a verified certificate to showcase your knowledge.

7. Ruby 

Ruby is notable in security for its role in Metasploit. It is useful for exploit development and scripting custom modules during penetration tests. 

Why Ruby for Ethical Hacking? 

  • Metasploit, the widely used exploitation framework, is built on Ruby. 
  • Ruby’s expressive syntax speeds exploit module development. 
  • Good for scripting tasks where object-oriented patterns help organize complex logic. 
  • Mature libraries for network interaction and payload handling exist. 
  • Helpful when customizing or extending Metasploit functionality. 

Example Uses: 

  • Developing or customizing Metasploit modules and payloads. 
  • Writing automated exploit chains and post-exploitation scripts. 
  • Building small utilities for payload staging and delivery. 
  • Orchestrating multi-step exploitation workflows. 

8. Bash and Shell Scripting 

Shell scripting is essential for system-level automation. On Linux and Unix systems, shells are the primary interface for administration and attack choreography. 

Why Bash for Ethical Hacking? 

  • Native to Linux environments and available on most systems. 
  • Ideal for chaining native utilities and automating repetitive tasks. 
  • Enables rapid proof-of-concept scripts without compiling. 
  • Useful for post-exploitation tasks and persistence mechanisms. 
  • Minimal dependencies make scripts portable across many hosts. 

Example Uses: 

  • Automating discovery and lateral movement sequences. 
  • Writing privilege escalation scripts and persistence routines. 
  • Orchestrating tool chains for scanning and exfiltration. 
  • Parsing logs and system outputs for forensic analysis. 

9. PowerShell 

PowerShell offers deep Windows integration. It is a key skill for assessing Windows networks and executing sophisticated post-exploitation actions. 

Why PowerShell for Ethical Hacking? 

  • Full access to Windows APIs and management interfaces. 
  • Powerful object-based pipeline simplifies complex tasks. 
  • Widely used by attackers for fileless and living-off-the-land techniques. 
  • Strong community modules for discovery, lateral movement, and persistence. 
  • Useful for both offensive operations and defensive detection tuning. 

Example Uses: 

  • Performing host and domain reconnaissance in Active Directory environments. 
  • Executing fileless payloads and in-memory scripts. 
  • Automating credential harvesting and lateral movement. 
  • Testing Group Policy and Windows service misconfigurations. 

10. Go (Golang) 

Go combines performance with ease of deployment. It is increasingly used to build cross-platform security tools and red-team utilities. 

Why Go for Ethical Hacking? 

  • Produces static, single-binary executables for easy deployment. 
  • Strong concurrency model for building fast scanners and network tools. 
  • Low runtime overhead and quick compile times. 
  • Growing ecosystem of security-focused libraries and tools. 
  • Preferred for modern cloud-native and containerized environments. 

Example Uses: 

  • Building fast port scanners and vulnerability scanners. 
  • Creating cross-platform command-and-control agents. 
  • Writing efficient fuzzers and network transport tools. 
  • Packaging red-team utilities as single-file binaries for stealth.

Why Programming Matters in Ethical Hacking 

Programming languages form the backbone of ethical hacking; that's why programming languages for ethical hacking are important. While tools and automated frameworks exist, understanding how things work at the code level allows ethical hackers to: 

  • Build custom scripts for exploitation and automation. 
  • Analyze malware or suspicious code. 
  • Identify vulnerabilities in applications and systems. 
  • Write secure programs to prevent cyberattacks. 
  • Understand how hackers exploit code weaknesses. 

Ethical hackers who rely only on tools often miss deeper insights. Having a strong grasp of programming languages gives them an edge in uncovering security flaws. 

Also Read: How to Become a Hacker: An 8-Step Guide for Beginners in 2025 

Comparison Table of Programming Languages For Ethical Hacking 

In this section, we’ll compare the top programming languages for ethical hacking to understand them better. The table below explains the uses ,difficulty level of various programming languages for ethical hacking. 

Language 

Best For 

Difficulty Level 

Common Use Cases 

Python  Beginners, automation, scripting  Easy  Exploits, automation, recon scripts 
C/C++  Low-level hacking, malware analysis  Hard  Reverse engineering, buffer overflows 
JavaScript  Web application testing  Medium  XSS, browser security, client-side hacks 
SQL  Database security  Easy  SQLi, authentication bypass 
Java  Enterprise and Android security  Medium  App exploits, reverse engineering 
PHP  Legacy web app hacking  Medium  File inclusion, session hijacking 
Ruby  Exploit development (Metasploit)  Medium  Payloads, automation 
Bash  Linux system automation  Easy  Recon scripts, privilege escalation 
PowerShell  Windows exploitation  Medium  Fileless malware, Windows automation 
Go  Modern tool development  Medium  Scanners, red team tools 

Read More: Ethical Hacking for Beginners: Everything You Need to Know 

How to Choose the Best Programming Language for Ethical Hacking 

When deciding which programming language is best for ethical hacking, consider the following factors: 

  • Your Target Systems: If you focus on web apps, learn JavaScript, PHP, and SQL. For system-level hacking, C and C++ are essential. 
  • Career Goals: Beginners should start with Python for its simplicity, while advanced hackers should master C++ and Assembly. 
  • Industry Relevance: Focus on languages used in enterprise environments like Java, PowerShell, and Go. 
  • Tool Development: For building custom security tools, Go and Python are the most effective. 

Must Read: Best Ethical Hacking Courses in India (2025): Eligibility, Syllabus, Entrance Exams, Careers & Salary 

How to Plan Your Learning Path

To learn and build strong skills in programming for ethical hacking, you can follow this roadmap: 

  1. Start with Python. Cover basics: syntax, control flow, data structures. Then libraries like Scapy, Requests, etc. 
  2. Set up a Linux environment. Use Kali Linux or another distro. Learn shell scripting, basic networking, system internals. 
  3. Learn SQL & web basics. Understand HTTP/HTTPS, request-response cycles, web security; practice with vulnerable apps (e.g. DVWA). 
  4. Pick a web scripting language. JavaScript helps with client-side and Node.js for server side. 
  5. Move to low-level / performance languages. C / C++ for exploits; Assembly for reverse engineering. 
  6. Specialize. Go language, PowerShell, or framework languages (Ruby, etc.), depending on what domain you want to work in (cloud, IoT, Windows, etc.). 
  7. Practice constantly. Use capture the flag (CTF) challenges, open source projects, reverse engineer malware, and write your own tools. 

Applications of Ethical Hacking Languages 

Programming languages in ethical hacking are not just theoretical; they also help with actual security tasks across different domains. Here are some practical ways they are applied: 

  • Tool development: Many popular tools (e.g., scanners, fuzzers) are written in Python or Go due to the speed of development and performance. 
  • Exploits: Buffer overflow or memory vulnerability exploits often require C / C++ and sometimes Assembly. 
  • Web vulnerabilities: Cross-site scripting and SQL injection often involve JavaScript, SQL, and Python scripting. 
  • Windows attacks: PowerShell scripts are heavily used for post-exploitation tasks. 

Also Read: Top 10 Options for a Career in Cybersecurity That Are Now in Demand 

Future Trends in Ethical Hacking Languages 

The concept of cybersecurity is constantly evolving, and so are the programming languages that drive it. Here are some trends shaping the future of ethical hacking: 

  • Rust: Emerging as a safer alternative to C/C++ because of its memory safety features. Ethical hackers should keep an eye on it. 
  • AI / Automation: More tools are integrating AI for vulnerability discovery. Programming knowledge remains critical to validate or extend those tools. 
  • IoT & Embedded Systems: The growth of connected devices demands more low-level programming, with C / C++ / Assembly continuing to dominate. 
  • Cloud / Serverless Environments: Languages tied to cloud SDKs, APIs, and containerization will be increasingly important. 

Conclusion 

Ethical hacking requires a deep understanding of programming languages for ethical hacking. While Python is often considered the best programming language to learn for ethical hacking, other languages like C++, SQL, and JavaScript are equally important depending on your area of focus. Mastering a combination of these languages ensures you can test, analyze, and secure a wide range of systems and applications. 

If you are beginning your ethical hacking journey, start with Python, then gradually move to system-level and web-specific languages. By doing so, you will gain both breadth and depth in cybersecurity.

Software Development Courses to upskill

Explore Software Development Courses for Career Progression

Coverage of AWS, Microsoft Azure and GCP services

Certification8 Months

Job-Linked Program

Bootcamp36 Weeks

If you want to use AI and machine learning in ethical hacking, check out upGrad’s Executive Diploma in Machine Learning and AI with IIIT-B. The program will enable you to become a specialist in machine learning with deep learning and more. 

Stay informed with our widely-read Software Development articles, covering everything from coding techniques to the latest advancements in software engineering.

Master in-demand Software Development skills like coding, system design, DevOps, and agile methodologies to excel in today’s competitive tech industry.

Boost your career with our popular Software Engineering courses, offering hands-on training and expert guidance to turn you into a skilled software developer.

Subscribe to upGrad's Newsletter

Join thousands of learners who receive useful tips

Promise we won't spam!

Frequently Asked Questions (FAQs)

1. What programming language is used in ethical hacking?

Python, C, C++, JavaScript, SQL, and PowerShell are among the most common languages used in ethical hacking. Each serves different purposes, Python for automation, C/C++ for low-level exploits, JavaScript and SQL for web hacking, and PowerShell for Windows exploitation. Ethical hackers typically learn multiple languages to handle diverse tasks. 

2. Is C++ or Java used in cyber security?

Yes. C++ is vital for exploit development, reverse engineering, and malware analysis because of its low-level system access. Java, on the other hand, is often used in enterprise applications. Ethical hackers need to understand Java vulnerabilities for penetration testing in corporate environments. Both have their roles in cybersecurity.

3. What are the 4 types of programming languages?

The four broad types are: 

  • Procedural languages (e.g., C) 
  • Object-oriented languages (e.g., Java, C++) 
  • Scripting languages (e.g., Python, JavaScript) 
  • Query languages (e.g., SQL)

Ethical hacking draws from all four, depending on whether you’re building tools, scripting, or testing databases. 

4. Is ethical hacking salary good?

Yes, ethical hackers are generally well-paid. Salaries vary based on skills, certifications, and location. In India, beginners may earn ₹5–10 LPA, while experienced professionals can earn ₹12–25 LPA or more. Globally, salaries can cross $100,000 annually in advanced roles. 

5. Does Google hire hackers?

Yes, Google hires ethical hackers and security researchers. They work on penetration testing, application security, and bug bounty programs. Google’s Vulnerability Reward Program (VRP) also pays independent hackers who find security flaws in its products and services. 

6. Is hacker a good career?

Yes, pursuing ethical hacking as a career is rewarding. The demand for cybersecurity professionals continues to grow, and ethical hackers play a critical role in protecting organizations from cyberattacks. It offers strong career growth, global opportunities, and competitive salaries. 

7. Which type of hacker is highly paid?

Ethical hackers specializing in exploit development, penetration testing for critical infrastructure, and red team operations tend to be the highest paid. Skills in advanced areas like reverse engineering, cloud security, and IoT/embedded systems hacking also command premium salaries.

8. What is the difference between a penetration tester and an ethical hacker?

A penetration tester focuses on simulating attacks against systems to identify vulnerabilities within a defined scope. Ethical hackers take a broader approach, assessing entire networks, applications, and infrastructure for weaknesses while following legal guidelines. Both roles overlap, but ethical hackers handle more strategic security assessments. 

9. Which programming language is most versatile for ethical hacking?

Python is the most versatile due to its readability, extensive libraries, and cross-platform support. It’s used for automation, scripting exploits, and building security tools. However, knowledge of additional languages like C/C++, JavaScript, SQL, and PowerShell is often required for specialized tasks like low-level memory exploits, web attacks, and Windows post-exploitation. 

10. What tools do ethical hackers commonly use?

Common tools include Nmap (network scanning), Metasploit (exploitation), Wireshark (packet capture), Burp Suite (web testing), and Nessus (vulnerability scanning). These tools complement programming knowledge, automate tasks, and provide actionable intelligence for ethical hackers to discover, test, and report security issues effectively. 

11. How important is knowledge of operating systems for ethical hacking?

Very important. Linux dominates in security tooling and scripting environments, while Windows knowledge is essential for Active Directory, PowerShell automation, and enterprise testing. Understanding OS internals, file systems, permissions, and services is crucial to identify vulnerabilities, escalate privileges, and execute attacks safely during penetration testing. 

12. What is the role of scripting in ethical hacking?

Scripting automates repetitive tasks, orchestrates tools, and enables rapid proof-of-concept development. Languages like Python, Bash, and PowerShell allow ethical hackers to gather information, test vulnerabilities, and execute complex attacks efficiently. Proper scripting reduces human error, saves time, and increases testing coverage in ethical hacking engagements. 

13. How many types of hackers are there?

Hackers are commonly categorized as: 

  • White Hat Hackers (ethical, authorized) 
  • Black Hat Hackers (malicious, illegal) 
  • Grey Hat Hackers (unauthorized but not malicious)

Other subtypes include red, blue, and green hat hackers. Each has unique goals and methods, with ethical hackers focused on legal and constructive security testing.

14. What is the difference between white hat, grey hat, and black hat hackers?

White hats work legally to find vulnerabilities, grey hats test systems without permission but without malicious intent, and black hats exploit systems illegally for personal gain or disruption. Ethical hacking follows white-hat principles, emphasizing responsible disclosure and compliance with laws. 

15. How do ethical hackers perform vulnerability assessments?

Ethical hackers perform vulnerability assessments by systematically scanning systems, applications, and networks for weaknesses. They use automated tools like Nessus or OpenVAS, manual testing techniques, and security checklists. Findings are analyzed, prioritized, and documented to help organizations remediate risks before attackers can exploit them. 

16. What are the three main types of ethical hackers?

The three main types are: 

  1. Certified Ethical Hackers (CEH) – trained in penetration testing. 
  2. Red Teamers – conduct offensive simulations and security exercises. 
  3. Security Researchers – analyze vulnerabilities, malware, and publish findings.

17. What is the difference between vulnerability scanning and penetration testing?

Vulnerability scanning uses automated tools to identify known security weaknesses in systems and networks, providing a broad overview of potential issues. Penetration testing goes further, simulating real-world attacks to exploit vulnerabilities, assess impact, and validate defenses. Ethical hackers often combine both approaches to ensure comprehensive security assessment. 

18. Which type of hacker is illegal?

Black Hat Hackers are illegal. They exploit vulnerabilities for financial gain, disruption, or theft without authorization. Unlike ethical hackers, black hats act outside the law and can face criminal charges under cybercrime regulations worldwide. 

19. What are the key phases of ethical hacking?

Ethical hacking typically follows five key phases: Reconnaissance (gathering information), Scanning (identifying vulnerabilities), Gaining Access (exploiting weaknesses), Maintaining Access (simulating persistence), and Reporting (documenting findings and recommendations). Following these phases ensures a structured, legal, and effective approach to testing security. 

20. How do ethical hackers stay updated with new threats?

Ethical hackers continuously study security blogs, participate in Capture the Flag (CTF) competitions, join cybersecurity forums, and follow industry advisories. They also test new tools, analyze emerging malware, and practice exploit development to maintain practical, up-to-date skills in a rapidly evolving threat landscape. 

Pavan Vadapalli

900 articles published

Pavan Vadapalli is the Director of Engineering , bringing over 18 years of experience in software engineering, technology leadership, and startup innovation. Holding a B.Tech and an MBA from the India...

Get Free Consultation

+91

By submitting, I accept the T&C and
Privacy Policy

India’s #1 Tech University

Executive PG Certification in AI-Powered Full Stack Development

77%

seats filled

View Program

Top Resources

Recommended Programs

upGrad

upGrad

AI-Driven Full-Stack Development

Job-Linked Program

Bootcamp

36 Weeks

upGrad

upGrad KnowledgeHut

Professional Certificate Program in UI/UX Design & Design Thinking

#1 Course for UI/UX Designers

Bootcamp

3 Months

IIIT Bangalore logo
new course

Executive PG Certification

9.5 Months