Overview of the Grand Challenge on Detecting Cheapfakes at ACM ICMR 2024

Authors: Duc-Tien Dang-Nguyen, Sohail Ahmed Khan, Michael A. Riegler, Pål Halvorsen, Anh-Duy Tran, Minh-Son Dao, Minh–Triet Tran

Source: Proceedings of the 2024 International Conference on Multimedia Retrieval. :1275-1281

Subject Terms: FOS: Computer and information sciences, Technology, Science & Technology, 4. Education, out-of-context media, re-contextualized media, Handwriting Recognition and Text Detection, 16. Peace & justice, Computer science, 7. Clean energy, Computer Science, Artificial Intelligence, 3. Good health, Web Data Extraction and Crawling Techniques, Computer Science, Theory & Methods, Computer Science, Physical Sciences, Image Forgery Detection, news, cheapfakes detection, Computer Vision and Pattern Recognition, Digital Image Forgery Detection and Identification, misinformation, 10. No inequality, Information Systems

File Description: application/pdf

Access URL: https://lirias.kuleuven.be/handle/20.500.12942/749972
https://doi.org/10.1145/3652583.3657587
https://hdl.handle.net/11250/3197231

A Comprehensive Survey on Passive Techniques for Digital Image Forgery Detection

Authors: Mohamed A. Abdelhamed, El-Sayed El-Rabie, Amira Baumy

Source: Menoufia Journal of Electronic Engineering Research. 0:9-21

Subject Terms: Artificial intelligence, Digital Image Watermarking Techniques, Image Inpainting, Computer science, Generative Adversarial Networks in Image Processing, Digital Images, Image Authentication, Image processing, Computer Science, Physical Sciences, Image Forgery Detection, Image (mathematics), Computer vision, Computer Vision and Pattern Recognition, Digital Image Forgery Detection and Identification, Digital image, Camera Model Identification

Classifying Melanoma in ISIC Dermoscopic Images Using Efficient Convolutional Neural Networks and Deep Transfer Learning

Authors: Habeba Mahmoud, Osama A. Omer, Shimaa Ragab, Hamada Esmaiel, Mohamed Abdel‐Nasser

Source: Traitement du Signal. 41:679-691

Subject Terms: Artificial intelligence, Deep Learning in Medical Image Analysis, Dermoscopy, Convolutional neural network, Deep learning, Cancer research, Pattern recognition (psychology), Computer science, 3. Good health, Transfer of learning, Resampling Detection, Deep Learning, Oncology, Artificial Intelligence, Health Sciences, Computer Science, Physical Sciences, Medical Image Analysis, Medicine, Computer Vision and Pattern Recognition, Digital Image Forgery Detection and Identification, Melanoma, Biology

A lightweight multi-task learning network based on key area guidance for counterfeit detection

Authors: Sam Yang, Yu Yang, Lei Zhou, Jixin Zou

Source: Signal, Image and Video Processing. 18:4675-4685

Subject Terms: FOS: Political science, FOS: Law, Automated Currency Recognition and Authentication, 02 engineering and technology, Pattern Recognition, Adversarial Robustness in Deep Learning Models, Counterfeit, Systems engineering, Task (project management), Resampling Detection, Engineering, Artificial Intelligence, Computer security, Image Forgery Detection, 0202 electrical engineering, electronic engineering, information engineering, Counterfeit Detection, Key (lock), Embedded system, Political science, Human–computer interaction, 15. Life on land, Computer science, Tampering Localization, Computer Science, Physical Sciences, Computer Vision and Pattern Recognition, Digital Image Forgery Detection and Identification, Law

Robust Video Steganography Using Wavelet Transform with Weighted Median Filter-based Prediction Model

Authors: J. Suresh Babu, G. Niranjana, Kadiyala Ramana

Source: IETE Journal of Research. :1-14

Subject Terms: Image Encryption, Artificial intelligence, Chaos-based Image Encryption Techniques, Digital Image Watermarking Techniques, Reversible Data Embedding, Pattern recognition (psychology), 16. Peace & justice, Computer science, Filter (signal processing), Information Embedding, Algorithm, Computer Science, Physical Sciences, Image Forgery Detection, Discrete wavelet transform, FOS: Mathematics, Image (mathematics), Wavelet transform, Computer vision, Computer Vision and Pattern Recognition, Digital Image Forgery Detection and Identification, Steganography, Wavelet, Mathematics

Secure multimedia communication: advanced asymmetric key authentication with grayscale visual cryptography

Authors: Tao Liu, Shubhangi Vairagar, Sushadevi Shamrao Adagale, T. Karthick, Catherine Esther Karunya, John Blesswin, G. Selva Mary

Source: Mathematical Biosciences and Engineering, Vol 21, Iss 3, Pp 4762-4778 (2024)

Subject Terms: Image Encryption, Artificial intelligence, Visual cryptography, Robustness (evolution), Image sharing, 02 engineering and technology, Biochemistry, Gene, 7. Clean energy, Computer security, QA1-939, Image (mathematics), 0202 electrical engineering, electronic engineering, information engineering, Key (lock), Secret sharing, integrity verification, Computer network, Chaos-based Image Encryption Techniques, Digital Image Watermarking Techniques, multimedia communication, image encryption, 16. Peace & justice, Computer science, Chemistry, visual cryptography, Color Image Encryption, Image Authentication, Multimedia, Data Hiding, Authentication (law), Computer Science, Physical Sciences, Optical Encryption, Cryptography, Computer Vision and Pattern Recognition, Digital watermarking, Digital Image Forgery Detection and Identification, visual sharing scheme, TP248.13-248.65, Mathematics, Biotechnology

Access URL: https://pubmed.ncbi.nlm.nih.gov/38549348
https://doaj.org/article/7d842e5c456d43e08e47f831354541f6

MMGANGuard: A Robust Approach for Detecting Fake Images Generated by GANs Using Multi-Model Techniques

Authors: Syed Ali Raza, Usman Habib, Muhammad Usman, Adeel Ashraf Cheema, M. N. A. Khan

Source: IEEE Access, Vol 12, Pp 104153-104164 (2024)

Subject Terms: Artificial intelligence, Image Inpainting, Robustness (evolution), detection, Pattern recognition (psychology), Biochemistry, Gene, Resampling Detection, Image Forgery Detection, data analytics, Deep fake, Camera Model Identification, deep learning, StyleGAN, Computer science, TK1-9971, Chemistry, Generative Adversarial Networks in Image Processing, Computer Science, Physical Sciences, Image Synthesis, Computer vision, Electrical engineering. Electronics. Nuclear engineering, Computer Vision and Pattern Recognition, GANs, Digital Image Forgery Detection and Identification

Access URL: https://doaj.org/article/a73e3acdc0184f0183c1d4a57d6ce288

An ensemble of CNNs with self-attention mechanism for DeepFake video detection

Authors: Khairuddin Omar, Rasha H. Sakr, Mohammed F. Alrahmawy

Source: Neural Computing and Applications. 36:2749-2765

Subject Terms: Artificial neural network, Artificial intelligence, Generative grammar, Generalization, 02 engineering and technology, Pattern recognition (psychology), Mathematical analysis, Deep Learning, Convolution (computer science), Facial Landmark Detection, Facial Expression Analysis, Machine learning, 0202 electrical engineering, electronic engineering, information engineering, Image Forgery Detection, FOS: Mathematics, Face Recognition and Analysis Techniques, 10. No inequality, Feature Learning, 4. Education, Deep learning, 16. Peace & justice, Computer science, 3. Good health, Generative Adversarial Networks in Image Processing, Computer Science, Physical Sciences, Computer Vision and Pattern Recognition, Digital Image Forgery Detection and Identification, Classifier (UML), Mathematics, Generative model

DWT-Based Digital Watermarking for Various Attacks

Authors: Nail Alaoui

Source: Acadlore Transactions on AI and Machine Learning. 2:226-234

Subject Terms: Artificial intelligence, Robustness (evolution), Noise (video), Watermarking, Biochemistry, Gene, Resampling Detection, Image Forgery Detection, Image (mathematics), Image Denoising, Digital Image Watermarking Techniques, 16. Peace & justice, Computer science, Chemistry, Image Authentication, Computer Science, Physical Sciences, Watermark, Discrete wavelet transform, Computer vision, Wavelet transform, Computer Vision and Pattern Recognition, Digital watermarking, Digital Image Forgery Detection and Identification, Image Denoising Techniques and Algorithms, Wavelet, Embedding

Forged Video Detection Using Deep Learning: A SLR

Authors: Maryam Munawar, Iram Noreen, Raed Alharthi, Nadeem Sarwar

Source: Applied Computational Intelligence and Soft Computing, Vol 2023 (2023)

Subject Terms: Artificial intelligence, FOS: Political science, Representation Learning, Convolutional neural network, FOS: Law, 02 engineering and technology, Mathematical analysis, Data science, Computer security, Field (mathematics), 0202 electrical engineering, electronic engineering, information engineering, Image Forgery Detection, FOS: Mathematics, Law enforcement, Political science, Splicing Detection, Digital forensics, Domain (mathematical analysis), Digital Image Watermarking Techniques, Digital video, Pure mathematics, Deep learning, QA75.5-76.95, 16. Peace & justice, Computer science, Digital Forensics, Generative Adversarial Networks in Image Processing, Electronic computers. Computer science, Computer Science, Physical Sciences, Telecommunications, Computer Vision and Pattern Recognition, Digital Image Forgery Detection and Identification, Law, Mathematics, Frame (networking)

Access URL: https://doaj.org/article/d489b7051497482bbf70eb38165189c9

A Conceptual Digital Forensic Investigation Model Applicable to the Drone Forensics Field

Authors: Fahad Alotaibi, Arafat Al-Dhaqm, Yasser D. Al‐Otaibi

Source: Engineering, Technology & Applied Science Research. 13:11608-11615

Subject Terms: FOS: Computer and information sciences, 02 engineering and technology, Documentation, Data science, Systems engineering, 03 medical and health sciences, 0302 clinical medicine, Characterization and Detection of Android Malware, Engineering, Computer security, Field (mathematics), 0202 electrical engineering, electronic engineering, information engineering, FOS: Mathematics, Genetics, Digital Forensics Research and Challenges, Biology, Software engineering, Digital forensics, 4. Education, Statistics, Pure mathematics, 16. Peace & justice, Computer science, Drone, Process (computing), Programming language, Digital Forensics, Operating system, FOS: Biological sciences, Computer Science, Physical Sciences, Signal Processing, Data collection, Data Forensics, Computer Vision and Pattern Recognition, Digital Image Forgery Detection and Identification, Mathematics, Information Systems

Deep Learning Based Multimodal with Two-phase Training Strategy for Daily Life Video Classification

Authors: Lam Pham, Trаng Lе, Cam Le, Dat Ngo, Axel Weißenfeld, Alexander Schindler

Source: 20th International Conference on Content-based Multimedia Indexing. :238-242

Subject Terms: FOS: Computer and information sciences, Sound (cs.SD), Artificial intelligence, Multimodal Indexing, Feature (linguistics), Audio Signal Classification and Analysis, Audio visual, Speech recognition, Pattern recognition (psychology), Computer Science - Sound, Systems engineering, Task (project management), Environmental Sound Recognition, Deep Learning, Engineering, Audio and Speech Processing (eess.AS), Machine learning, FOS: Electrical engineering, electronic engineering, information engineering, Visualization, Geography, Audio Event Detection, Video Summarization, Deep learning, Linguistics, Automatic Video Summarization and Analysis, Computer science, Multimedia (cs.MM), FOS: Philosophy, ethics and religion, Philosophy, Multimedia, Signal Processing, Computer Science, Physical Sciences, FOS: Languages and literature, Feature extraction, Computer Vision and Pattern Recognition, Digital Image Forgery Detection and Identification, Benchmark (surveying), Computer Science - Multimedia, Geodesy, Electrical Engineering and Systems Science - Audio and Speech Processing, Embedding, Training set

Access URL: http://arxiv.org/abs/2305.01476

Convolutional neural network and 2D logistic-adjusted-Chebyshev-based zero-watermarking of color images

Authors: Mohamed M. Darwish, Azarshid Farhat, T. M. El‐Gindy

Source: Multimedia Tools and Applications. 83:29969-29995

Subject Terms: Image Encryption, Artificial intelligence, Dilation (metric space), Feature (linguistics), Robustness (evolution), Convolutional neural network, 02 engineering and technology, Watermarking, Pattern recognition (psychology), Biochemistry, Gene, Compressive Sensing, Image (mathematics), FOS: Mathematics, 0202 electrical engineering, electronic engineering, information engineering, Chaos-based Image Encryption Techniques, Digital Image Watermarking Techniques, 4. Education, Linguistics, Reversible Data Embedding, Computer science, FOS: Philosophy, ethics and religion, Algorithm, Chemistry, Philosophy, Color Image Encryption, Combinatorics, Computer Science, Physical Sciences, Watermark, FOS: Languages and literature, Computer vision, Computer Vision and Pattern Recognition, Digital watermarking, Digital Image Forgery Detection and Identification, Mathematics

Cryptocurrency Investigations in Digital Forensics: Contemporary Challenges and Methodological Advances

Authors: Syed Atir Raza Shirazi, Mehwish Shaikh, Khadija Tahira

Source: Information Dynamics and Applications. 2:126-134

Subject Terms: FOS: Computer and information sciences, Cryptocurrency, Analytics, Digital forensics, FOS: Political science, FOS: Law, 16. Peace & justice, Computer science, Data science, Computer forensics, Digital Forensics, Cyberbiosecurity and Legal Implications of AI Technology, Artificial Intelligence, Computer security, Computer Science, Physical Sciences, Data Forensics, Digital evidence, Computer Vision and Pattern Recognition, Digital Forensics Research and Challenges, Digital Image Forgery Detection and Identification, Law enforcement, Law, Political science, Information Systems

D2LFS2Net: Multi‐class skin lesion diagnosis using deep learning and variance‐controlled Marine Predator optimisation: An application for precision medicine

Authors: Veena Dillshad, Muhammad Attique Khan, Muhammad Nazir, Oumaima Saidani, Nazik Alturki, Seifedine Kadry

Source: CAAI Transactions on Intelligence Technology, Vol 10, Iss 1, Pp 207-222 (2025)

Subject Terms: fusion, Artificial intelligence, Class (philosophy), Support vector machine, Deep Learning in Medical Image Analysis, Dermoscopy, 02 engineering and technology, dermoscopic images, Contrast (vision), Pattern recognition (psychology), QA76.75-76.765, Transfer of learning, Deep Learning, Artificial Intelligence, Health Sciences, Machine learning, Image (mathematics), 0202 electrical engineering, electronic engineering, information engineering, Similarity (geometry), Computer software, Melanoma, Preprocessor, Camera Model Identification, skin cancer, Splicing Detection, deep learning, Deep learning, Computer science, 3. Good health, Oncology, Computer Science, Physical Sciences, Computational linguistics. Natural language processing, Medical Image Analysis, contrast enhancement, Medicine, features optimization, Computer Vision and Pattern Recognition, P98-98.5, Digital Image Forgery Detection and Identification

Access URL: https://doaj.org/article/b0c568f84c234dac991f3bb3d366dbcf

High imperceptibility and robustness watermarking scheme for brain MRI using Slantlet transform coupled with enhanced knight tour algorithm

Authors: Hoshang Kolivand, Chi Wee Tan, Shiva Asadianfam, Mohd Shafry Mohd Rahim, Ghazali Sulong

Source: Multimedia Tools and Applications. 83:22221-22260

Subject Terms: Artificial intelligence, Robustness (evolution), 02 engineering and technology, Watermarking, Mathematical analysis, Biochemistry, Gene, 03 medical and health sciences, 0302 clinical medicine, 0202 electrical engineering, electronic engineering, information engineering, Image (mathematics), FOS: Mathematics, DICOM, Scheme (mathematics), Chaos-based Image Encryption Techniques, Digital Image Watermarking Techniques, Computer science, Algorithm, Chemistry, Color Image Encryption, Peak signal-to-noise ratio, Computer Science, Physical Sciences, Computer vision, Computer Vision and Pattern Recognition, Digital watermarking, Digital Image Forgery Detection and Identification, Mathematics, Embedding

Robust watermark based on Schur decomposition and dynamic weighting factors

Authors: Ramadan A. Nasser, Yasmine Abouelseoud, Mervat Mikhail

Source: The Visual Computer. 40:3249-3269

Subject Terms: Artificial intelligence, Robustness (evolution), 02 engineering and technology, Watermarking, Robust Hashing, Weighting, Biochemistry, Gene, Invisibility, 0202 electrical engineering, electronic engineering, information engineering, FOS: Mathematics, Image (mathematics), Chaos-based Image Encryption Techniques, Splicing Detection, Digital Image Watermarking Techniques, Mathematical optimization, Reversible Data Embedding, Computer science, Information Embedding, Algorithm, Chemistry, Computer Science, Physical Sciences, Watermark, Medicine, Computer Vision and Pattern Recognition, Digital watermarking, Digital Image Forgery Detection and Identification, Radiology, Mathematics, Embedding

Efficient hybrid digital image watermarking

Authors: Amany F. Eldaoushy, Moawad I. Desouky, Sami A. El‐Dolil, Adel S. El‐Fishawy, Fathi E. Abd El‐Samie

Source: Journal of Optics. 52:2224-2238

Subject Terms: Image Encryption, Artificial intelligence, Robustness (evolution), Geometry, 02 engineering and technology, Watermarking, Biochemistry, Gene, Image processing, 0202 electrical engineering, electronic engineering, information engineering, Image Forgery Detection, Image (mathematics), FOS: Mathematics, Digital image, Digital content, Chaos-based Image Encryption Techniques, Digital Image Watermarking Techniques, Singular value decomposition, Computer science, Algorithm, Chemistry, Color Image Encryption, Image Authentication, Multimedia, Computer Science, Physical Sciences, Watermark, Computer vision, Computer Vision and Pattern Recognition, Digital watermarking, Digital Image Forgery Detection and Identification, Block (permutation group theory), Mathematics, Embedding

Multi-image Feature Map-Based Watermarking Techniques Using Transformer

Authors: Aberna Palani, L. Agilandeeswari

Source: International Journal of Electrical and Electronics Research. 11:339-344

Subject Terms: Image Encryption, Artificial intelligence, Chaos-based Image Encryption Techniques, Digital Image Watermarking Techniques, 02 engineering and technology, Watermarking, Pattern recognition (psychology), Computer science, Color Image Encryption, Image Authentication, Computer Science, Physical Sciences, Watermark, Image Forgery Detection, Discrete wavelet transform, Image (mathematics), 0202 electrical engineering, electronic engineering, information engineering, Computer vision, Wavelet transform, Computer Vision and Pattern Recognition, Digital watermarking, Digital Image Forgery Detection and Identification, Wavelet, Embedding

Aplicaciones de los autómatas celulares en los procesos de marcado de agua digital

Authors: Francisco Lozada González, María Aurora Armienta Hernández, Pedro Guevara López

Source: Ciencia Latina Revista Científica Multidisciplinar. 7:10882-10895

Subject Terms: FOS: Computer and information sciences, Digital Image Watermarking Techniques, FOS: Humanities, Watermarking, Computer science, FOS: Philosophy, ethics and religion, Humanities, Philosophy, Computer Science, Physical Sciences, Computer Vision and Pattern Recognition, Digital Forensics Research and Challenges, Digital Image Forgery Detection and Identification, Information Systems