sqlmap vs OWASP ZAP vs Medusa vs Wireshark: Which 占い AI (Uranai AI) tool is Best in 2025?

sqlmap is a premier open-source tool pre-installed in Kali Linux (version 1.9.4), tailored for penetration testers and ethical hackers. This automated SQL injection tool for web application security detects and exploits SQL injection flaws across databases like MySQL and PostgreSQL, making it a leading database vulnerability scanner for cybersecurity professionals. With a 10.64 MB footprint and support for advanced injection techniques, sqlmap automates database enumeration, data extraction, and OS access, delivering robust security assessments.

OWASP ZAP (Zed Attack Proxy), developed by OWASP (Open Web Application Security Project), is a versatile, open-source web application security scanner pre-installed on Kali Linux. It is designed for penetration testers, developers, and security enthusiasts to identify vulnerabilities in web applications. Acting as a man-in-the-middle proxy, ZAP intercepts and modifies HTTP/HTTPS traffic, enabling active and passive scanning, fuzzing, and API testing. Its user-friendly GUI, automation framework, and heads-up display (HUD) make it accessible for beginners and powerful for experts. With features like spidering, brute-forcing, and marketplace add-ons, ZAP is ideal for detecting issues like SQL injection, XSS, and CSRF, ensuring robust web security.

Medusa is a powerful open-source password cracker pre-installed in Kali Linux (version 2.3~rc1), crafted for cybersecurity professionals and penetration testers. This parallelized login brute-forcer for security audits targets numerous network services, making it a leading network password-cracking tool for ethical hacking. With an 803 KB footprint and a modular architecture, Medusa streamlines credential attacks, empowering testers to identify weak passwords and secure systems effectively.

Wireshark is an open-source, free network protocol analyzer widely regarded as the industry standard for capturing and analyzing network traffic in real time. Used by network administrators, cybersecurity professionals, and ethical hackers, Wireshark enables deep packet inspection, troubleshooting, and protocol analysis across various network types, including Ethernet, Wi-Fi, and Bluetooth. Its robust feature set and user-friendly interface make it an essential tool for monitoring network performance, detecting vulnerabilities, and ensuring robust network security.