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Benjamin Mathon

dblp:62/6737 · DBLP profile ↗
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6ranked-venue papers
4as first author
2since 2021 · last 2023
0000-0001-9002-6711ORCID · verified

Domains — the database's venue-derived domains; a paper can count in several

Graphics, computer vision, multimedia, augmented reality and games · 3 · 2 first-author · 1 since 2021Security and privacy · 2 · 2 first-authorArtificial intelligence and machine learning · 1 · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Network and information security
2 papers
Digital forensics and information hiding · 100%

Topics — the 6 heaviest of 7, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Digital forensics and information hiding
watermarking
0.422014
Optimal Transport for Secure Spread-Spectrum Watermarking of Still Images · IEEE Trans. Image Process. 2014
Impacts of Watermarking Security on Tardos-Based Fingerprinting · IEEE Trans. Inf. Forensics Secur. 2013
Digital forensics and information hiding › watermarking › watermark embedding
spread spectrum watermarking
0.212014
Optimal Transport for Secure Spread-Spectrum Watermarking of Still Images · IEEE Trans. Image Process. 2014
Digital forensics and information hiding › fingerprinting
collusion-resistant fingerprinting
0.212013
Impacts of Watermarking Security on Tardos-Based Fingerprinting · IEEE Trans. Inf. Forensics Secur. 2013
Digital forensics and information hiding
fingerprinting
0.212013
Impacts of Watermarking Security on Tardos-Based Fingerprinting · IEEE Trans. Inf. Forensics Secur. 2013
Digital forensics and information hiding › fingerprinting › collusion-resistant fingerprinting
tardos code
0.212013
Impacts of Watermarking Security on Tardos-Based Fingerprinting · IEEE Trans. Inf. Forensics Secur. 2013
Digital forensics and information hiding › watermarking
watermarking security
0.212013
Impacts of Watermarking Security on Tardos-Based Fingerprinting · IEEE Trans. Inf. Forensics Secur. 2013

Methods — techniques the papers use, named apart from their topics

optimal transport · 0.2multiresolution wavelet decomposition · 0.2distortion optimization · 0.2worst case attack · 0.2stochastic spread-spectrum watermarking · 0.2
YearPublicationVenuePosition
2023 MSFA-Net: A convolutional neural network based on multispectral filter arrays for texture feature extraction
Anis Amziane, Olivier Losson, Benjamin Mathon, Ludovic Macaire
Pattern Recognit. Lett.3
2022 Comparison of Phase-based Sub-Pixel Motion Estimation Methods
abstract
Monitoring mechanical properties of structures such as bridges, buildings, or wind turbines, is important to detect early stage failures. Operational modal analysis is a testing method to estimate these properties from vibration measurements. Taking advantage of works on motion estimation, several video modal analysis methods have emerged in the last decade. This paper compares two strategies about sub-pixel phase-based motion estimations thanks to multi-scale decomposition. Synthetic videos of a vibrating cantilever beam are generated to assess the robustness of these methods against motion amplitude, gray scale quantization, white noise, and blurring.
Cédric Marinel, Benjamin Mathon, Olivier Losson, Ludovic Macaire
ICIP2
2014 Optimal Transport for Secure Spread-Spectrum Watermarking of Still Images
abstract
This paper studies the impact of secure watermark embedding in digital images by proposing a practical implementation of secure spread-spectrum watermarking using distortion optimization. Because strong security properties (key-security and subspace-security) can be achieved using natural watermarking (NW) since this particular embedding lets the distribution of the host and watermarked signals unchanged, we use elements of transportation theory to minimize the global distortion. Next, we apply this new modulation, called transportation NW (TNW), to design a secure watermarking scheme for grayscale images. The TNW uses a multiresolution image decomposition combined with a multiplicative embedding which is taken into account at the distribution level. We show that the distortion solely relies on the variance of the wavelet subbands used during the embedding. In order to maximize a target robustness after JPEG compression, we select different combinations of subbands offering the lowest Bit Error Rates for a target PSNR ranging from 35 to 55 dB and we propose an algorithm to select them. The use of transportation theory also provides an average PSNR gain of 3.6 dB on PSNR with respect to the previous embedding for a set of 2000 images.
Benjamin Mathon, François Cayre, Patrick Bas, Benoît Macq
IEEE Trans. Image Process.1
2013 Secure and efficient approximate nearest neighbors search
abstract
This paper presents a moderately secure but very efficient approximate nearest neighbors search. After detailing the threats pertaining to the `honest but curious' model, our approach starts from a state-of-the-art algorithm in the domain of approximate nearest neighbors search. We gradually develop mechanisms partially blocking the attacks threatening the original algorithm.
Benjamin Mathon, Teddy Furon, Laurent Amsaleg, Julien Bringer
IH&MMSec1
2013 Impacts of Watermarking Security on Tardos-Based Fingerprinting
abstract
This paper presents a study of the embedding of Tardos binary fingerprinting codes with watermarking techniques. By taking into account the security of the embedding scheme, we present a new approach for colluding strategies which relies on the possible estimation error rate of the code symbols (denoted$\epsilon$). We derive a new attack strategy called “$\epsilon$-Worst Case Attack” and show its efficiency using the computation of achievable rates for simple decoding. Then we consider the interplay between security and robustness regarding the accusation performances of the fingerprinting scheme and show that 1) for the same accusation rate secure schemes can afford to be less robust than insecure ones, and 2) that secure schemes enable to cast the Worst Case Attack into an interleaving attack. Additionally, we use the security analysis of the watermarking scheme to derive from$\epsilon$a security attack for a fingerprinting scheme based on Tardos codes and a new scheme called stochastic spread-spectrum watermarking. We compare a removal attack against an AWGN robustness attack and we show that for the same distortion, the combination of a fingerprinting attack and a security attack easily outperform classical attacks even with a small number of observations.
Benjamin Mathon, Patrick Bas, François Cayre, Benoît Macq
IEEE Trans. Inf. Forensics Secur.1
2010 Considering security and robustness constraints for watermark-based Tardos fingerprinting
abstract
This article is a theoretical study on binary Tardos' fingerprinting codes embedded using watermarking schemes. Our approach is derived from and encompasses both security and robustness constraints. We assume here that the coalition has estimated the symbols of the fingerprinting code by the way of a security attack, the quality of the estimation relying on the security of the watermarking scheme. Taking into account the fact that the coalition can perform estimation errors, we update the Worst Case Attack, which minimises the mutual information between the sequence of one colluder and the pirated sequence forged by the coalition. After comparing the achievable rates of the previous and proposed Worst Case Attack according to the estimation error, we conclude this analysis by comparing the robustness of no-secure embedding schemes versus secure ones. We show that, for low probabilities of error during the decoding stage (e.g. highly robust watermarking schemes), security enables to increase the achievable rate of the fingerprinting scheme.
Benjamin Mathon, Patrick Bas, François Cayre, Benoît Macq
MMSP1