Barni, Mauro
- A new Backdoor Attack in CNNs by training set corruption without label\n poisoning
2019/02/12 by Mauro Barni, Barni, Mauro, Kassem Kallas +3 · 21 citations
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Physical Unclonable Functions (PUFs) and Hardware Security
- A survey of deep neural network watermarking techniques
2021/03/16 by Yue Li, Hongxia Wang, Li, Yue +3 · 7 citations
Computer Science · #Advanced Steganography and Watermarking Techniques #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting
- An Overview of Backdoor Attacks Against Deep Neural Networks and Possible Defences
2021/11/16 by Wei Guo, Benedetta Tondi, Guo, Wei +3 · 7 citations
Computer Science · #Adversarial Robustness in Machine Learning #Network Security and Intrusion Detection #Advanced Malware Detection Techniques
- Supervised GAN Watermarking for Intellectual Property Protection
2022/09/07 by Fei, Jianwei, Xia, Zhihua, Tondi, Benedetta +1 · 6 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- BOSC: A Backdoor-based Framework for Open Set Synthetic Image Attribution
2024/05/19 by Jun Wang, Benedetta Tondi, Wang, Jun +3 · 5 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Medical Image Segmentation Techniques
- CNN Detection of GAN-Generated Face Images based on Cross-Band Co-occurrences Analysis
2020/07/25 by Barni, Mauro, Kallas, Kassem, Nowroozi, Ehsan +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Binary Hypothesis Testing Game with Training Data
2013/04/08 by Barni, Mauro, Tondi, Benedetta · 1 citation
#Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Information Theory (cs.IT)
- Source Distinguishability under Distortion-Limited Attack: an Optimal\n Transport Perspective
2014/07/14 by Mauro Barni, Barni, Mauro, Benedetta Tondi +1 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Systems and Control (eess.SY) #electronic engineering #information engineering
- SEMBA:SEcure multi-biometric authentication
2018/03/28 by Giulia Droandi, Droandi, Giulia, Mauro Barni +5 · 1 citation
Computer Science · #Biometric Identification and Security #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #User Authentication and Security Systems
- On the Transferability of Adversarial Examples Against CNN-Based Image Forensics
2018/11/05 by Barni, Mauro, Kallas, Kassem, Nowroozi, Ehsan +1 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- WILD: a new in-the-Wild Image Linkage Dataset for synthetic image attribution
2025/04/28 by Pietro Bongini, Sara Mandelli, Bongini, Pietro +31 · 5 citations
Computer Science · #Advanced Image Processing Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Multimedia (cs.MM)
- Deepfake Media Forensics: State of the Art and Challenges Ahead
2024/08/01 by Irene Amerini, Amerini, Irene, Mauro Barni +44 · 3 citations
Computer Science · #Advanced Malware Detection Techniques #Advanced Steganography and Watermarking Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences
- Spread-Transform Dither Modulation Watermarking of Deep Neural Network
2020/12/28 by Li, Yue, Tondi, Benedetta, Barni, Mauro · 1 citation
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Which country is this picture from? New data and methods for DNN-based country recognition
2022/09/02 by Omran Alamayreh, Alamayreh, Omran, Giovanna Maria Dimitri +7 · 1 citation
Computer Science · Medicine · Social Sciences · #Authorship Attribution and Profiling #Data-Driven Disease Surveillance #Misinformation and Its Impacts
- Robust and Large-Payload DNN Watermarking via Fixed, Distribution-Optimized, Weights
2022/08/23 by Tondi, Benedetta, Costanzo, Andrea, Barni, Mauro · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Open Set Classification of GAN-based Image Manipulations via a ViT-based Hybrid Architecture
2023/04/11 by Wang, Jun, Alamayreh, Omran, Tondi, Benedetta +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Physical Realization of a Hyper Unclonable Function
2022/12/23 by Nocentini, Sara, Rührmair, Ulrich, Barni, Mauro +2 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Optics (physics.optics) #Quantum Physics (quant-ph)
- A Siamese-based Verification System for Open-set Architecture Attribution of Synthetic Images
2023/07/19 by Abady, Lydia, Wang, Jun, Tondi, Benedetta +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- A temporal chrominance trigger for clean-label backdoor attack against anti-spoof rebroadcast detection
2022/06/02 by Wei Guo, Benedetta Tondi, Guo, Wei +3 · 1 citation
Computer Science · #Advanced Steganography and Watermarking Techniques #Artificial Intelligence (cs.AI) #Chaos-based Image/Signal Encryption #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences
- An Efficient Watermarking Method for Latent Diffusion Models via Low-Rank Adaptation and Dynamic Loss Weighting
2024/10/26 by Lin, Dongdong, Li, Yue, Tondi, Benedetta +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences