Explainable deepfake and spoofing detection: an attack analysis using
SHapley Additive exPlanations

Explainable deepfake and spoofing detection: an attack analysis using SHapley Additive exPlanations

28 February 2022

Massimiliano Todisco

Nicholas W. D. Evans

Papers citing "Explainable deepfake and spoofing detection: an attack analysis using SHapley Additive exPlanations"

9 / 9 papers shown

Title
Temporal Variability and Multi-Viewed Self-Supervised Representations to Tackle the ASVspoof5 Deepfake Challenge Yuankun Xie Xiaopeng Wang Zhiyong Wang Ruibo Fu Zhengqi Wen Haonan Cheng Long Ye 35 1 0 13 Aug 2024
Interpretable Temporal Class Activation Representation for Audio Spoofing Detection Menglu Li Xiao-Ping Zhang 35 1 0 13 Jun 2024
How Do Neural Spoofing Countermeasures Detect Partially Spoofed Audio? Tianchi Liu Lin Zhang Rohan Kumar Das Yi Ma Ruijie Tao Haizhou Li 36 7 0 04 Jun 2024
Listening Between the Lines: Synthetic Speech Detection Disregarding Verbal Content Davide Salvi Temesgen Semu Balcha Paolo Bestagini Stefano Tubaro 44 6 0 08 Feb 2024
Uncovering the Deceptions: An Analysis on Audio Spoofing Detection and Future Prospects Rishabh Ranjan Mayank Vatsa Richa Singh 13 3 0 13 Jul 2023
AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks Jee-weon Jung Hee-Soo Heo Hemlata Tak Hye-jin Shim Joon Son Chung Bong-Jin Lee Ha-Jin Yu Nicholas W. D. Evans 142 279 0 04 Oct 2021
RW-Resnet: A Novel Speech Anti-Spoofing Model Using Raw Waveform Youxuan Ma Zongze Ren Shugong Xu 38 38 0 12 Aug 2021
ASVspoof 2019: spoofing countermeasures for the detection of synthesized, converted and replayed speech A. Nautsch Xin Wang Nicholas W. D. Evans Tomi Kinnunen Ville Vestman Massimiliano Todisco Héctor Delgado Md. Sahidullah Junichi Yamagishi Kong Aik Lee 114 141 0 11 Feb 2021
End-to-end spoofing detection with raw waveform CLDNNs Heinrich Dinkel Nanxin Chen Y. Qian Kai Yu 32 78 0 26 Jul 2020