A Distributed Hash Cracking Framework in Hybrid Environment

Dr.P .Prasad1 ,G. Karthik2 ,J. Bhavani Shankar3 , M. Sai Kumar4 , B. Deepak5
1 Assistant Professor Computer Science and Engineering, Visakha Institute of Engineering & Technology(A),
Narava, Visakhapatnam, India.
2,3,4,5 B.Tech Student CSE(Cyber Security) Visakha Institute of Engineering & Technology(A), Narava, Visakhapatnam,India.

Abstract:Hash functions secure data by converting sensitive information, like passwords, into fixed-length encrypted values.However, they are not completely secure and can be attacked, making it important to have ethical tools to study their weaknesses. This framework is designed to crack common hash types such as MD5, SHA1, and SHA256 using online tools like CMD5, MD5Hashing.net, Nitrxgen, and MD5Decrypt.net, which search large databases for matching hashes. it uses multithreading to handle multiple tasks at the same time, making it faster and more efficient, especially for large datasets. The framework also identifies hash types automatically based on their lengths and uses regular expressions to find and extract hashes from files and directories. what makes this system unique is its scalability and adaptability. New hash types and APIs can be added easily, making it flexible and ready for future updates. It is useful for cybersecurity research to study vulnerabilities, password recovery to retrieve forgotten passwords ethically, and education to teach about cryptographicweaknesses. the system is built with a focus on ethical use and responsible handling of data. It helps users understand how attackers exploit hash vulnerabilities while promoting stronger cryptographic security. This practical and efficient tool contributes to advancing cybersecurity knowledge and protecting sensitive information.
Keywords:Hash cracking, web APIs, CMD5, multithreading, MD5, SHA1, SHA256, cybersecurity, password recovery