Recent Advances in Image Forgery Detection: Handcrafted Feature Extraction and Deep Learning-Based Approaches

• Published in: 2025 International Conference on Electronics, AI and Computing (EAIC) pp. 1 - 6
• Main Authors: Garg, Neha, Rani, Rajneesh
• Format: Conference Proceeding
• Language: English
• Published: IEEE 05.06.2025
• Subjects: Deep learning; Digital Image Forgery; Feature extraction; Forensics; Forgery; Forgery Detection Techniques; Image Authenticity Verification; Photography; Reviews; Social networking (online); Tampering Detection; Transformers; Visualization
• DOI: 10.1109/EAIC66483.2025.11101671

Images and videos are essential information sources in a variety of fields, such as social media, forensic investigations, and journalism, in the current digital era. However, digital media is now more vulnerable to manipulation due to the widespread use of sophisticated editing tools, more powerful...