Nicolas M. Müller

40 papers A 8B 4C 1Misc 1Journal 20Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Echoes: A semantically-aligned music deepfake detection dataset.
CoRR
Octavian Pascu, Dan Oneata, Horia Cucu, Nicolas M. Müller
2025 J jnl
DeePen: Penetration Testing for Audio Deepfake Detection.
CoRR
Nicolas M. Müller, Piotr Kawa, Adriana Stan, Thien-Phuc Doan, Souhwan Jung, Wei Herng Choong, Philip Sperl, Konstantin Böttinger
2025 — conf
Detecting Audio Deepfakes on the Edge: Lightweight SSL-Based Detection in a Browser Plugin.
SpeD
Octavian Pascu, Dan Oneata, Horia Cucu, Nicolas M. Müller
2025 Misc conf
Easy, Interpretable, Effective: openSMILE for voice deepfake detection.
ICASSP
Octavian Pascu, Dan Oneata, Horia Cucu, Nicolas M. Müller
2025 A conf
Replay Attacks Against Audio Deepfake Detection.
INTERSPEECH
Nicolas M. Müller, Piotr Kawa, Wei Herng Choong, Adriana Stan, Aditya Tirumala Bukkapatnam, Karla Pizzi, Alexander Wagner, Philip Sperl
2025 J jnl
Replay Attacks Against Audio Deepfake Detection.
CoRR
Nicolas M. Müller, Piotr Kawa, Wei Herng Choong, Adriana Stan, Aditya Tirumala Bukkapatnam, Karla Pizzi, Alexander Wagner, Philip Sperl
2025 A conf
Unmasking real-world audio deepfakes: A data-centric approach.
INTERSPEECH
David Combei, Adriana Stan, Dan Oneata, Nicolas M. Müller, Horia Cucu
2024 A conf
A New Approach to Voice Authenticity.
INTERSPEECH
Nicolas M. Müller, Piotr Kawa, Shen Hu, Matthias Neu, Jennifer Williams, Philip Sperl, Konstantin Böttinger
2024 J jnl
A New Approach to Voice Authenticity.
CoRR
Nicolas M. Müller, Piotr Kawa, Shen Hu, Matthias Neu, Jennifer Williams, Philip Sperl, Konstantin Böttinger
2024 J jnl
Easy, Interpretable, Effective: openSMILE for voice deepfake detection.
CoRR
Octavian Pascu, Dan Oneata, Horia Cucu, Nicolas M. Müller
2024 A conf
Harder or Different? Understanding Generalization of Audio Deepfake Detection.
INTERSPEECH
Nicolas M. Müller, Nicholas W. D. Evans, Hemlata Tak, Philip Sperl, Konstantin Böttinger
2024 J jnl
Harder or Different? Understanding Generalization of Audio Deepfake Detection.
CoRR
Nicolas M. Müller, Nicholas W. D. Evans, Hemlata Tak, Philip Sperl, Konstantin Böttinger
2024 J jnl
Imbalance in Regression Datasets.
CoRR
Daniel Kowatsch, Nicolas M. Müller, Kilian Tscharke, Philip Sperl, Konstantin Böttinger
2024 B conf
MLAAD: The Multi-Language Audio Anti-Spoofing Dataset.
IJCNN
Nicolas M. Müller, Piotr Kawa, Wei Herng Choong, Edresson Casanova, Eren Gölge, Thorsten Müller, Piotr Syga, Philip Sperl, Konstantin Böttinger
2024 J jnl
MLAAD: The Multi-Language Audio Anti-Spoofing Dataset.
CoRR
Nicolas M. Müller, Piotr Kawa, Wei Herng Choong, Edresson Casanova, Eren Gölge, Thorsten Müller, Piotr Syga, Philip Sperl, Konstantin Böttinger
2024 B conf
Shortcut Detection With Variational Autoencoders.
IJCNN
Nicolas M. Müller, Simon Roschmann, Shahbaz Khan, Philip Sperl, Konstantin Böttinger
2023 A conf
Complex-valued neural networks for voice anti-spoofing.
INTERSPEECH
Nicolas M. Müller, Philip Sperl, Konstantin Böttinger
2023 J jnl
Complex-valued neural networks for voice anti-spoofing.
CoRR
Nicolas M. Müller, Philip Sperl, Konstantin Böttinger
2023 — conf
Localized Shortcut Removal.
CVPR Workshops
Nicolas M. Müller, Jochen Jacobs, Jennifer Williams, Konstantin Böttinger
2023 — conf
Localized Shortcut Removal.
XAI4CV
Nicolas M. Müller, Jochen Jacobs, Jennifer Williams, Konstantin Böttinger
2023 A conf
Protecting Publicly Available Data With Machine Learning Shortcuts.
BMVC
Nicolas M. Müller, Maximilian Burgert, Pascal Debus, Jennifer Williams, Philip Sperl, Konstantin Böttinger
2023 J jnl
Protecting Publicly Available Data With Machine Learning Shortcuts.
CoRR
Nicolas M. Müller, Maximilian Burgert, Pascal Debus, Jennifer Williams, Philip Sperl, Konstantin Böttinger
2023 J jnl
Shortcut Detection with Variational Autoencoders.
CoRR
Nicolas M. Müller, Simon Roschmann, Shahbaz Khan, Philip Sperl, Konstantin Böttinger
2022 A conf
Attacker Attribution of Audio Deepfakes.
INTERSPEECH
Nicolas M. Müller, Franziska Dieckmann, Jennifer Williams
2022 J jnl
Attacker Attribution of Audio Deepfakes.
CoRR
Nicolas M. Müller, Franziska Dieckmann, Jennifer Williams
2022 A conf
Does Audio Deepfake Detection Generalize?
INTERSPEECH
Nicolas M. Müller, Pavel Czempin, Franziska Dieckmann, Adam Froghyar, Konstantin Böttinger
2022 J jnl
Does Audio Deepfake Detection Generalize?
CoRR
Nicolas M. Müller, Pavel Czempin, Franziska Dieckmann, Adam Froghyar, Konstantin Böttinger
2022 — conf
Human Perception of Audio Deepfakes.
DDAM@MM
Nicolas M. Müller, Karla Pizzi, Jennifer Williams
2022 J jnl
Shortcut Removal for Improved OOD-Generalization.
CoRR
Nicolas M. Müller, Jochen Jacobs, Jennifer Williams, Konstantin Böttinger
2021 B conf
Adversarial Vulnerability of Active Transfer Learning.
IDA
Nicolas M. Müller, Konstantin Böttinger
2021 J jnl
Adversarial Vulnerability of Active Transfer Learning.
CoRR
Nicolas M. Müller, Konstantin Böttinger
2021 J jnl
Deep Reinforcement Learning for Backup Strategies against Adversaries.
CoRR
Pascal Debus, Nicolas M. Müller, Konstantin Böttinger
2021 J jnl
Defending against Adversarial Denial-of-Service Attacks.
CoRR
Nicolas M. Müller, Simon Roschmann, Konstantin Böttinger
2021 J jnl
Human Perception of Audio Deepfakes.
CoRR
Nicolas M. Müller, Karla Markert, Konstantin Böttinger
2021 J jnl
Speech is Silver, Silence is Golden: What do ASVspoof-trained Models Really Learn?
CoRR
Nicolas M. Müller, Franziska Dieckmann, Pavel Czempin, Roman Canals, Konstantin Böttinger
2020 C conf
Data Poisoning Attacks on Regression Learning and Corresponding Defenses.
PRDC
Nicolas M. Müller, Daniel Kowatsch, Konstantin Böttinger
2020 J jnl
Towards Resistant Audio Adversarial Examples.
CoRR
Tom Dörr, Karla Markert, Nicolas M. Müller, Konstantin Böttinger
2019 — conf
Distributed Anomaly Detection of Single Mote Attacks in RPL Networks.
ICETE (2)
Nicolas M. Müller, Pascal Debus, Daniel Kowatsch, Konstantin Böttinger
2019 B conf
Identifying Mislabeled Instances in Classification Datasets.
IJCNN
Nicolas M. Müller, Karla Markert
2019 — conf
On GDPR Compliance of Companies' Privacy Policies.
TSD
Nicolas M. Müller, Daniel Kowatsch, Pascal Debus, Donika Mirdita, Konstantin Böttinger