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Irene Amerini
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- affiliation: Sapienza University of Rome, Department of Computer, Control, and Management Engineering , Italy
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2020 – today
- 2024
- [j43]Beste Ustubioglu
, Gul Tahaoglu
Multi Pattern Features-Based Spoofing Detection Mechanism Using One Class Learning. IEEE Access 12: 117523-117540 (2024) - [j42]Matteo Zaramella
Enhancing Manatee Aggregation Counting Through Augmentation and Cross-Domain Learning. IEEE Access 12: 131148-131163 (2024) - [j41]Claudia Melis Tonti
Lightweight 3-D Convolutional Occupancy Networks for Virtual Object Reconstruction. IEEE Computer Graphics and Applications 44(2): 23-36 (2024) - [j40]Francesco Tassone, Luca Maiano
Continuous fake media detection: Adapting deepfake detectors to new generative techniques. Comput. Vis. Image Underst. 249: 104143 (2024) - [j39]Andrea Alfarano, Luca Maiano
Estimating optical flow: A comprehensive review of the state of the art. Comput. Vis. Image Underst. 249: 104160 (2024) - [j38]Taiba Majid Wani, Syed Asif Ahmad Qadri, Farooq Ahmad Wani, Irene Amerini:
Navigating the Soundscape of Deception: A Comprehensive Survey on Audio Deepfake Generation, Detection, and Future Horizons. Found. Trends Priv. Secur. 6(3-4): 153-345 (2024) - [j37]Luca Maiano
Human Versus Machine: A Comparative Analysis in Detecting Artificial Intelligence-Generated Images. IEEE Secur. Priv. 22(3): 77-86 (2024) - [j36]Asha S, Vinod P, Irene Amerini, Varun G. Menon:
D-Fence layer: an ensemble framework for comprehensive deepfake detection. Multim. Tools Appl. 83(26): 68063-68086 (2024) - [j35]Lorenzo Papa
A Survey on Efficient Vision Transformers: Algorithms, Techniques, and Performance Benchmarking. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 7682-7700 (2024) - [j34]Giorgio Leporoni
A guided-based approach for deepfake detection: RGB-depth integration via features fusion. Pattern Recognit. Lett. 181: 99-105 (2024) - [j33]Irene Amerini, Victor Sanchez, Luca Maiano:
Editorial for pattern recognition letters special issue on Advances in Disinformation Detection and Media Forensics. Pattern Recognit. Lett. 186: 21-22 (2024) - [j32]Lorenzo Papa
D4D: An RGBD Diffusion Model to Boost Monocular Depth Estimation. IEEE Trans. Circuits Syst. Video Technol. 34(10): 9852-9865 (2024) - [c40]Santosh, Li Lin, Irene Amerini, Xin Wang, Shu Hu:
Robust CLIP-Based Detector for Exposing Diffusion Model-Generated Images. AVSS 2024: 1-7 - [c39]Taiba Majid Wani, Reeva Gulzar, Irene Amerini:
ABC-CapsNet: Attention based Cascaded Capsule Network for Audio Deepfake Detection. CVPR Workshops 2024: 2464-2472 - [c38]Leonardo Mongelli, Luca Maiano, Irene Amerini:
CMDD: A novel multimodal two-stream CNN deepfakes detector. ROMCIR@ECIR 2024: 17-30 - [c37]Taiba Majid Wani, Irene Amerini:
Audio Deepfake Detection: A Continual Approach with Feature Distillation and Dynamic Class Rebalancing. ICPR (21) 2024: 211-227 - [c36]Francesco Pro, Nikolaos Dionelis, Luca Maiano, Bertrand Le Saux, Irene Amerini:
A Semantic Segmentation-Guided Approach for Ground-to-Aerial Image Matching. IGARSS 2024: 2630-2635 - [c35]Nikolaos Dionelis, Francesco Pro, Luca Maiano, Irene Amerini, Bertrand Le Saux:
Learning from Unlabelled data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial Images. IGARSS 2024: 8167-8172 - [c34]Taiba Majid Wani
Detecting Audio Deepfakes: Integrating CNN and BiLSTM with Multi-Feature Concatenation. IH&MMSec 2024: 271-276 - [c33]Li Lin, Yamini Sri Krubha, Zhenhuan Yang, Cheng Ren, Thuc Duy Le, Irene Amerini, Xin Wang, Shu Hu:
Robust COVID-19 Detection in CT Images with CLIP. MIPR 2024: 586-592 - [i18]Lorenzo Papa, Paolo Russo, Irene Amerini:
D4D: An RGBD diffusion model to boost monocular depth estimation. CoRR abs/2403.07516 (2024) - [i17]Lorenzo Papa, Paolo Russo, Irene Amerini:
METER: a mobile vision transformer architecture for monocular depth estimation. CoRR abs/2403.08368 (2024) - [i16]Li Lin, Yamini Sri Krubha, Zhenhuan Yang, Cheng Ren, Thuc Duy Le, Irene Amerini, Xin Wang, Shu Hu:
Robust COVID-19 Detection in CT Images with CLIP. CoRR abs/2403.08947 (2024) - [i15]Nikolaos Dionelis, Francesco Pro, Luca Maiano, Irene Amerini, Bertrand Le Saux:
Learning from Unlabelled Data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial Images. CoRR abs/2404.11299 (2024) - [i14]Francesco Pro, Nikolaos Dionelis, Luca Maiano, Bertrand Le Saux, Irene Amerini:
A Semantic Segmentation-guided Approach for Ground-to-Aerial Image Matching. CoRR abs/2404.11302 (2024) - [i13]Santosh, Li Lin, Irene Amerini, Xin Wang, Shu Hu:
Robust CLIP-Based Detector for Exposing Diffusion Model-Generated Images. CoRR abs/2404.12908 (2024) - [i12]Francesco Tassone, Luca Maiano, Irene Amerini:
Continuous fake media detection: adapting deepfake detectors to new generative techniques. CoRR abs/2406.08171 (2024) - [i11]Irene Amerini, Mauro Barni, Sebastiano Battiato, Paolo Bestagini, Giulia Boato, Tania Sari Bonaventura, Vittoria Bruni, Roberto Caldelli, Francesco G. B. De Natale, Rocco De Nicola, Luca Guarnera, Sara Mandelli, Gian Luca Marcialis, Marco Micheletto, Andrea Montibeller, Giulia Orrù, Alessandro Ortis, Pericle Perazzo, Giovanni Puglisi, Davide Salvi, Stefano Tubaro, Claudia Melis Tonti, Massimo Villari, Domenico Vitulano:
Deepfake Media Forensics: State of the Art and Challenges Ahead. CoRR abs/2408.00388 (2024) - [i10]Lorenzo Papa, Alessandro Sebastianelli, Gabriele Meoni, Irene Amerini:
On the impact of key design aspects in simulated Hybrid Quantum Neural Networks for Earth Observation. CoRR abs/2410.08677 (2024) - 2023
- [j31]Gianmarco Baldini, Irene Amerini, Franc Dimc, Fausto Bonavitacola:
Convolutional neural networks combined with feature selection for radio-frequency fingerprinting. Comput. Intell. 39(5): 734-758 (2023) - [j30]Luca Maiano
A deep-learning-based antifraud system for car-insurance claims. Expert Syst. Appl. 231: 120644 (2023) - [j29]Lorenzo Papa
Lightweight and Energy-Aware Monocular Depth Estimation Models for IoT Embedded Devices: Challenges and Performances in Terrestrial and Underwater Scenarios. Sensors 23(4): 2223 (2023) - [j28]Lorenzo Papa
METER: A Mobile Vision Transformer Architecture for Monocular Depth Estimation. IEEE Trans. Circuits Syst. Video Technol. 33(10): 5882-5893 (2023) - [c32]Tania Sari Bonaventura, Luca Maiano, Lorenzo Papa, Irene Amerini:
An Automated Ground-to-Aerial Viewpoint Localization for Content Verification. DSP 2023: 1-5 - [c31]Taiba Majid Wani
Deepfakes Audio Detection Leveraging Audio Spectrogram and Convolutional Neural Networks. ICIAP (2) 2023: 156-167 - [c30]Muhammad Imran, Hassaan Khaliq Qureshi, Irene Amerini:
BHAC-MRI: Backdoor and Hybrid Attacks on MRI Brain Tumor Classification Using CNN. ICIAP (2) 2023: 332-344 - [c29]Claudio Schiavella
Optimize Vision Transformer Architecture via Efficient Attention Modules: A Study on the Monocular Depth Estimation Task. ICIAP Workshops (1) 2023: 383-394 - [c28]Lorenzo Papa, Lorenzo Faiella, Luca Corvitto, Luca Maiano, Irene Amerini:
On the use of Stable Diffusion for creating realistic faces: from generation to detection. IWBF 2023: 1-6 - [c27]Matteo Zaramella
Why Don't You Speak?: A Smartphone Application to Engage Museum Visitors Through Deepfakes Creation. SUMAC @ ACM Multimedia 2023: 29-37 - [i9]Lorenzo Papa, Paolo Russo, Irene Amerini, Luping Zhou:
A survey on efficient vision transformers: algorithms, techniques, and performance benchmarking. CoRR abs/2309.02031 (2023) - [i8]Fulvio Sanguigni, Mikolaj Czerkawski, Lorenzo Papa, Irene Amerini, Bertrand Le Saux:
Diffusion Models for Earth Observation Use-cases: from cloud removal to urban change detection. CoRR abs/2311.06222 (2023) - [i7]Federico Siciliano, Luca Maiano, Lorenzo Papa, Federica Baccini, Irene Amerini, Fabrizio Silvestri:
Adversarial Data Poisoning for Fake News Detection: How to Make a Model Misclassify a Target News without Modifying It. CoRR abs/2312.15228 (2023) - [i6]Irene Amerini, Anderson Rocha, Paul L. Rosin
Media Forensics and the Challenge of Big Data (Dagstuhl Seminar 23021). Dagstuhl Reports 13(1): 1-35 (2023) - 2022
- [j27]Lorenzo Papa
SPEED: Separable Pyramidal Pooling EncodEr-Decoder for Real-Time Monocular Depth Estimation on Low-Resource Settings. IEEE Access 10: 44881-44890 (2022) - [j26]Gianmarco Baldini
Online Distributed Denial of Service (DDoS) intrusion detection based on adaptive sliding window and morphological fractal dimension. Comput. Networks 210: 108923 (2022) - [c26]Giovanbattista Abbate, Irene Amerini
Image Watermarking Backdoor Attacks in CNN-Based Classification Tasks. ICPR Workshops (4) 2022: 3-16 - [c25]Luca Maiano
DepthFake: A Depth-Based Strategy for Detecting Deepfake Videos. ICPR Workshops (4) 2022: 17-31 - [c24]Irene Amerini, Mauro Conti
PRaNA: PRNU-based Technique to Tell Real and Deepfake Videos Apart. IJCNN 2022: 1-7 - [c23]Gianmarco Baldini, Irene Amerini:
Microphone Identification based on Spectral Entropy with Convolutional Neural Network. WIFS 2022: 1-6 - [i5]Luca Maiano, Lorenzo Papa, Ketbjano Vocaj, Irene Amerini:
DepthFake: a depth-based strategy for detecting Deepfake videos. CoRR abs/2208.11074 (2022) - [i4]Irene Amerini, Aris Anagnostopoulos, Luca Maiano, Lorenzo Ricciardi Celsi:
Learning Double-Compression Video Fingerprints Left from Social-Media Platforms. CoRR abs/2212.03658 (2022) - 2021
- [j25]Eduardo Cabal-Yepez, Luis Manuel Ledesma-Carrillo, Guillermo Botella, Irene Amerini:
Introduction to the special section on image processing in security applications (VSI-ipsa). Comput. Electr. Eng. 89: 106935 (2021) - [j24]Cecilia Pasquini
Media forensics on social media platforms: a survey. EURASIP J. Inf. Secur. 2021(1): 4 (2021) - [j23]Irene Amerini, Aris Anagnostopoulos
Deep Learning for Multimedia Forensics. Found. Trends Comput. Graph. Vis. 12(4): 309-457 (2021) - [j22]Luca Maiano
Identification of Social-Media Platform of Videos through the Use of Shared Features. J. Imaging 7(8): 140 (2021) - [j21]Irene Amerini
Image and Video Forensics. J. Imaging 7(11): 242 (2021) - [j20]Roberto Caldelli
Optical Flow based CNN for detection of unlearnt deepfake manipulations. Pattern Recognit. Lett. 146: 31-37 (2021) - [c22]Irene Amerini, Aris Anagnostopoulos
Learning Double-Compression Video Fingerprints Left From Social-Media Platforms. ICASSP 2021: 2530-2534 - [i3]Luca Maiano, Irene Amerini, Lorenzo Ricciardi Celsi, Aris Anagnostopoulos:
Identification of Social-Media Platform of Videos through the Use of Shared Features. CoRR abs/2109.03598 (2021) - 2020
- [j19]Irene Amerini
IEEE Access Special Section: Digital Forensics Through Multimedia Source Inference. IEEE Access 8: 209657-209659 (2020) - [j18]Gianmarco Baldini
An Evaluation of Entropy Measures for Microphone Identification. Entropy 22(11): 1235 (2020) - [c21]Irene Amerini, Roberto Caldelli
Exploiting Prediction Error Inconsistencies through LSTM-based Classifiers to Detect Deepfake Videos. IH&MMSec 2020: 97-102 - [e1]Christian Riess, Franziska Schirrmacher, Irene Amerini, Paolo Bestagini, Tomás Pevný:
IH&MMSec '20: ACM Workshop on Information Hiding and Multimedia Security, Denver, CO, USA, June 22-24, 2020. ACM 2020, ISBN 978-1-4503-7050-9 [contents]
2010 – 2019
- 2019
- [j17]Irene Amerini
Social Network Identification Through Image Classification With CNN. IEEE Access 7: 35264-35273 (2019) - [j16]Gianmarco Baldini
Smartphones Identification Through the Built-In Microphones With Convolutional Neural Network. IEEE Access 7: 158685-158696 (2019) - [j15]Roberto Caldelli
Special issue on Deep Learning in Image and Video Forensics. Signal Process. Image Commun. 75: 199-200 (2019) - [c20]Irene Amerini, Elena Balashova, Sayna Ebrahimi, Kathryn Leonard, Arsha Nagrani, Amaia Salvador:
WiCV 2019: The Sixth Women In Computer Vision Workshop. CVPR Workshops 2019: 469-471 - [c19]Quoc-Tin Phan, Giulia Boato, Roberto Caldelli
Tracking Multiple Image Sharing on Social Networks. ICASSP 2019: 8266-8270 - [c18]Irene Amerini, Leonardo Galteri
Deepfake Video Detection through Optical Flow Based CNN. ICCV Workshops 2019: 1205-1207 - [i2]Irene Amerini, Elena Balashova, Sayna Ebrahimi, Kathryn Leonard, Arsha Nagrani, Amaia Salvador:
WiCV 2019: The Sixth Women In Computer Vision Workshop. CoRR abs/1909.10225 (2019) - 2018
- [c17]Roberto Caldelli
PRNU-based Image Classification of Origin Social Network with CNN. EUSIPCO 2018: 1357-1361 - 2017
- [j14]Irene Amerini
Media trustworthiness verification and event assessment through an integrated framework: a case-study. Multim. Tools Appl. 76(5): 7197-7212 (2017) - [j13]Irene Amerini
Dealing with video source identification in social networks. Signal Process. Image Commun. 57: 1-7 (2017) - [j12]Roberto Caldelli
Image Origin Classification Based on Social Network Provenance. IEEE Trans. Inf. Forensics Secur. 12(6): 1299-1308 (2017) - [j11]Irene Amerini
Smartphone Fingerprinting Combining Features of On-Board Sensors. IEEE Trans. Inf. Forensics Secur. 12(10): 2457-2466 (2017) - [c16]Irene Amerini
Localization of JPEG Double Compression Through Multi-domain Convolutional Neural Networks. CVPR Workshops 2017: 1865-1871 - [c15]Gianmarco Baldini, Gary Steri
The identification of mobile phones through the fingerprints of their built-in magnetometer: An analysis of the portability of the fingerprints. ICCST 2017: 1-6 - [c14]Irene Amerini
Tracing images back to their social network of origin: A CNN-based approach. WIFS 2017: 1-6 - [i1]Irene Amerini, Tiberio Uricchio, Lamberto Ballan, Roberto Caldelli:
Localization of JPEG double compression through multi-domain convolutional neural networks. CoRR abs/1706.01788 (2017) - 2016
- [c13]Irene Amerini
Robust smartphone fingerprint by mixing device sensors features for mobile strong authentication. Media Watermarking, Security, and Forensics 2016: 1-8 - 2015
- [j10]Irene Amerini
Acquisition source identification through a blind image classification. IET Image Process. 9(4): 329-337 (2015) - [c12]Roberto Caldelli
SIFT match removal and keypoint preservation through dominant orientation shift. EUSIPCO 2015: 2062-2066 - 2014
- [j9]Irene Amerini
Blind image clustering based on the Normalized Cuts criterion for camera identification. Signal Process. Image Commun. 29(8): 831-843 (2014) - [j8]Andrea Costanzo, Irene Amerini
Forensic Analysis of SIFT Keypoint Removal and Injection. IEEE Trans. Inf. Forensics Secur. 9(9): 1450-1464 (2014) - [c11]Irene Amerini
Exploiting perceptual quality issues in countering SIFT-based Forensic methods. ICASSP 2014: 2664-2668 - [c10]Irene Amerini
Copy-move forgery detection from printed images. Media Watermarking, Security, and Forensics 2014: 90280Y - [c9]Irene Amerini
Splicing forgeries localization through the use of first digit features. WIFS 2014: 143-148 - 2013
- [j7]Irene Amerini
Removal and injection of keypoints for SIFT-based copy-move counter-forensics. EURASIP J. Inf. Secur. 2013: 8 (2013) - [j6]Irene Amerini
Counter-forensics of SIFT-based copy-move detection by means of keypoint classification. EURASIP J. Image Video Process. 2013: 18 (2013) - [j5]Irene Amerini
Copy-move forgery detection and localization by means of robust clustering with J-Linkage. Signal Process. Image Commun. 28(6): 659-669 (2013) - [c8]Irene Amerini
SIFT keypoint removal and injection for countering matching-based image forensics. IH&MMSec 2013: 123-130 - 2012
- [c7]Roberto Caldelli
On the effectiveness of local warping against SIFT-based copy-move detection. ISCCSP 2012: 1-5 - 2011
- [j4]Irene Amerini
A SIFT-Based Forensic Method for Copy-Move Attack Detection and Transformation Recovery. IEEE Trans. Inf. Forensics Secur. 6(3-2): 1099-1110 (2011) - [c6]Roberto Caldelli
An analysis on attacker actions in fingerprint-copy attack in source camera identification. WIFS 2011: 1-6 - 2010
- [j3]Roberto Caldelli
A DFT-Based Analysis to Discern Between Camera and Scanned Images. Int. J. Digit. Crime Forensics 2(1): 21-29 (2010) - [j2]Irene Amerini
Estimate of PRNU Noise Based on Different Noise Models for Source Camera Identification. Int. J. Digit. Crime Forensics 2(2): 21-33 (2010) - [j1]Irene Amerini
A DVB-MHP web browser to pursue convergence between Digital Terrestrial Television and Internet. Multim. Tools Appl. 50(2): 381-414 (2010) - [c5]Irene Amerini
Geometric tampering estimation by means of a SIFT-based forensic analysis. ICASSP 2010: 1702-1705 - [c4]Roberto Caldelli
Fast image clustering of unknown source images. WIFS 2010: 1-5 - [p1]Roberto Caldelli, Irene Amerini, Francesco Picchioni, Alessia De Rosa, Francesca Uccheddu:
Multimedia Forensic Techniques for Acquisition Device Identification and Digital Image Authentication. Handbook of Research on Computational Forensics, Digital Crime, and Investigation 2010: 130-154
2000 – 2009
- 2009
- [c3]Roberto Caldelli
Distinguishing between Camera and Scanned Images by Means of Frequency Analysis. e-Forensics 2009: 95-101 - [c2]Irene Amerini
Analysis of denoising filters for photo response non uniformity noise extraction in source camera identification. DPS 2009: 1-7 - [c1]Irene Amerini, Roberto Caldelli, Rudy Becarelli, Francesco Filippini, Giovanni Ballocca, Roberto Borri:
Integration between Digital Terrestrial Television and Internet by Means of a DVB-MHP Web Browser. WEBIST 2009: 323-328
Coauthor Index
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last updated on 2024-12-13 19:10 CET by the dblp team
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