3 papers
cs.CV2025
Impact of Language Guidance: A Reproducibility Study
Cherish Puniani, Advika Sinha, Shree Singhi +1
Modern deep-learning architectures need large amounts of data to produce state-of-the-art results. Annotating such huge datasets is time-consuming, expensive, and prone to human er…
cs.CV2025
Provenance Detection for AI-Generated Images: Combining Perceptual Hashing, Homomorphic Encryption, and AI Detection Models
Shree Singhi, Aayan Yadav, Aayush Gupta +2
As AI-generated sensitive images become more prevalent, identifying their source is crucial for distinguishing them from real images. Conventional image watermarking methods are vu…
cs.CV2024
StegaVision: Enhancing Steganography with Attention Mechanism
Abhinav Kumar, Pratham Singla, Aayan Yadav
Image steganography is the technique of embedding secret information within images. The development of deep learning has led to significant advances in this field. However, existin…