• Vishwas P
• Dr.Shamshekhar S. Patil

Machine learning techniques have advanced in our modern world and have improved the ease, efficiency, and security of a much of our lives. The main priority is always security. We have to provide a protection for the private data to be able to ensure the safe transmission of any existing confidential information. However, hackers will always find a technique to breach the security barrier. Therefore, it is going to be safe to employ additional security measures to safeguard the system. The more security measures in place, the harder it will be for hackers or other intruders to breach the perimeter. Here we provide a system called steganography. Through the utilization of a secret key, users of the program can insert a concealed information into a chosen media. Here the chosen media acts as a carrier media. Steganography is divided into three categories, image, audio and video steganography. An existing secret information can be encrypted and decrypted by the user. Bit slicing technique used to transform the carrier material into bit planes. The least significant bit of the carrier media is replaced with transformed bit format of text utilizing the LSB (Least significant bit) algorithm following bit plane conversion. By uploading the stego media that has been received and inputting the right secret key, the recipient is able to decode the information that has been encrypted. Our design meets any of the given operational criteria, is user friendly, and is straight forwardly directed.

Encrypt, Decrypt, Steganography, Security, LSB (Least Significant Bit)

"Secure Communication using Steganography and Machine Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 9, page no.e357-e364, September-2023, Available :http://www.jetir.org/papers/JETIR2309443.pdf

"Secure Communication using Steganography and Machine Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 9, page no. ppe357-e364, September-2023, Available at : http://www.jetir.org/papers/JETIR2309443.pdf