JD-GUI vs dSniff vs SET: Which OSINT Investigation Platform tool is Best in 2025?

JD-GUI is an open-source, standalone graphical Java decompiler, available on Kali Linux at /usr/bin/jd-gui, designed for reverse-engineering compiled Java applications by extracting readable source code from .class or .jar files. Developed by Emmanuel Dupuy and packaged for Kali by Sophie Brun, JD-GUI provides a user-friendly GUI to browse class hierarchies, view decompiled Java code, and save sources as .java files. Ideal for cybersecurity researchers, Android developers, and ethical hackers, it supports malware analysis, code auditing, and vulnerability research. Often paired with tools like Dex2Jar, JD-GUI simplifies Java bytecode analysis.

dSniff is a powerful, open-source collection of network auditing and penetration testing tools developed by Dug Song for capturing and analyzing network traffic. Integrated into Kali Linux, dSniff is designed to intercept cleartext data, perform man-in-the-middle (MITM) attacks, and expose vulnerabilities in unencrypted or weakly encrypted protocols. With tools like arpspoof, dnsspoof, and dsniff, it enables ethical hackers and security professionals to test network security, sniff passwords, and manipulate traffic in controlled environments.

SET, or Social-Engineer Toolkit, is a leading open-source framework pre-installed in Kali Linux (version 8.0.3), designed for ethical hackers and penetration testers. This social engineering toolkit for cybersecurity automates attacks like phishing, credential theft, and payload delivery, making it a premier penetration testing tool for social engineering assessments. With a 30.40 MB footprint and over 10 attack vectors, SET empowers red teams to simulate real-world threats, integrating seamlessly with Metasploit for robust security testing.