335 citations · 635 across the 27 of their papers we have counts for
27 papers
Multi-level SSL Feature Gating for Audio Deepfake Detection
Hoan My Tran, Damien Lolive, Aghilas Sini +3
Recent advancements in generative AI, particularly in speech synthesis, have enabled the generation of highly natural-sounding synthetic speech that closely mimics human voices. Wh…
Time Elastic Neural Networks
Pierre-François Marteau
We introduce and detail an atypical neural network architecture, called time elastic neural network (teNN), for multivariate time series classification. The novelty compared to cla…
Random Partitioning Forest for Point-Wise and Collective Anomaly Detection -- Application to Intrusion Detection
Pierre-Francois Marteau
In this paper, we propose DiFF-RF, an ensemble approach composed of random partitioning binary trees to detect point-wise and collective (as well as contextual) anomalies. Thanks t…
On the separation of shape and temporal patterns in time series -Application to signature authentication-
Pierre-François Marteau
In this article we address the problem of separation of shape and time components in time series. The concept ofshape that we tackle is termed temporally neutral to consider that i…
Sequence Covering Similarity for Symbolic Sequence Comparison
Pierre-François Marteau
This paper introduces the sequence covering similarity, that we formally define for evaluating the similarity between a symbolic sequence (string) and a set of symbolic sequences (…
Sequence Covering for Efficient Host-Based Intrusion Detection
Pierre-François Marteau
This paper introduces a new similarity measure, the covering similarity, that we formally define for evaluating the similarity between a symbolic sequence and a set of symbolic seq…