DLFaceGuard: unified face privacy and deep model protection using chaotic encryption

Multilevel ownership protection using encryption-assisted GAN for imperceptible and resilient watermarking with multi-scale feature extraction

SECURING CONFIDENTIAL IMAGES WITH ADVANCED DEEP LEARNING TECHNIQUES

The rapid growth of digital image transmission and cloud-based information exchange has increased the need for reliable mechanisms to protect confidential visual information from unauthorized access, manipulation, and disclosure. Conventional image security techniques often face limitations in balancing strong protecti...

STEGOCRYPTNET: A DEEP LEARNING AND NTRU-BASED CRYPTOGRAPHIC IMAGE STEGANOGRAPHY FRAMEWORK

In present digital age, protecting and safeguarding essential information against unauthorized access is considered crucial. Thus, image steganography is regarded as they offer strong approach fo concealing the secret data within images, allowing secure communication. Henceforth, this paper focuses on developing a Secu...

Dual-Layer Optical Security Framework for Cryptogram Camouflage Using Circular Harmonic Components

A computational dual-layer optical security framework that integrates optical encryption and steganographic camouflage into a unified strategy that disguises the encrypted information within camouflage patterns, providing an additional layer of protection before any decryption process is attempted.

Image Information Security Protection in the Big Data Era Based on Reversible Data Hiding in Encrypted Images

Massive image sharing and cloud-based storage in big data environments have significantly increased the risks of privacy leakage, unauthorized tampering, and insecure transmission. To address these issues, a reversible data hiding in encrypted images (RDHEI) framework integrating reserved room before encryption (RRBE)...

Hybrid Encryption and Stenography System

In today’s digital world, protecting sensitive information is a major challenge. With rising cyber threats, unauthorized access, and data breaches, traditional security methods usually focus just on encrypting data. They often overlook the need for hiding that data. The Hybrid Encryption and Steganography System (HESS)...