Author

Nicolas M. Müller

Observed names: Muller, Nicolas, Muller, Nicolas M., Müller, Nicolas, Müller, Nicolas M., Nicolas M. Muller, Nicolas M. Müller, Nicolas Michael Müller, Nicolas Muller, Nicolas Müller

Institution: Fraunhofer Institute for Applied and Integrated Security

Observed institutions: Fraunhofer Institute for Applied and Integrated Security, Fraunhofer-Gesellschaft, Technical University of Munich

ORCID: 0000-0001-8189-3805

Observed ORCID: 0000-0001-8189-3805

OpenAlex ID: A5064235660

MLAAD: The Multi-Language Audio Anti-Spoofing Dataset

2024 · Nicolas M. Müller, Piotr Kawa, et al. · International Joint Conference on Neural Networks (IJCNN) · 119

SC-GlowTTS: An Efficient Zero-Shot Multi-Speaker Text-To-Speech Model

2021 · Edresson Casanova, Christopher Shulby, et al. · Interspeech (USB) · 114

Human Perception of Audio Deepfakes

2022 · Nicolas M. Müller, Karla Pizzi, et al. · 98

Speech is Silver, Silence is Golden: What do ASVspoof-trained Models Really Learn?

2021 · Nicolas Müller, Franziska Dieckmann, et al. · 90

Data Poisoning Attacks on Regression Learning and Corresponding Defenses

2020 · Nicolas Muller, Daniel Kowatsch, et al. · IEEE Pacific Rim International Symposium on Dependable Computing (PRDC) · 31

Harder or Different? Understanding Generalization of Audio Deepfake Detection

2024 · Nicolas M. Müller, Nicholas Evans, et al. · Interspeech (USB) · 26

Complex-valued neural networks for voice anti-spoofing

2023 · Nicolas M. Müller, Philip Sperl, et al. · Interspeech (USB) · 25

On GDPR Compliance of Companies’ Privacy Policies

2019 · Nicolas M. Müller, Daniel Kowatsch, et al. · Lecture notes in computer science · 24

Replay Attacks Against Audio Deepfake Detection

2025 · Nicolas Müller, Piotr Kawa, et al. · Interspeech (USB) · 20

Distributed Anomaly Detection of Single Mote Attacks in RPL Networks

2019 · Nicolas Müller, Pascal Debus, et al. · International Joint Conference on e-Business and Telecommunications (ICETE) · 14

A New Approach to Voice Authenticity

2024 · Nicolas M. Müller, Piotr Kawa, et al. · Interspeech (USB) · 12

Unmasking real-world audio deepfakes: A data-centric approach

2025 · David Combei, Adriana Stan, et al. · Interspeech (USB) · 10

Shortcut Detection With Variational Autoencoders

2024 · Nicolas M. Müller, Simon Roschmann, et al. · International Joint Conference on Neural Networks (IJCNN) · 8

Imbalance in Regression Datasets

2024 · Kowatsch, Daniel, Müller, Nicolas M., et al. · arXiv (Cornell University) · 8

Towards Resistant Audio Adversarial Examples

2020 · Tom Dörr, Karla Markert, et al. · 6

Localized Shortcut Removal

2023 · Nicolas M. Müller, Jochen Jacobs, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 4

Echoes: A semantically-aligned music deepfake detection dataset

2026 · Pascu, Octavian, Oneata, Dan, et al. · arXiv (Cornell University) · 3

DeePen: Penetration Testing for Audio Deepfake Detection

2025 · Müller, Nicolas, Kawa, Piotr, et al. · arXiv (Cornell University) · 3

Eroding Trust in Real Speech: A Large-Scale Study of Human Audio Deepfake Perception

2026 · Müller, Nicolas M., Choong, Wei Herng · arXiv (Cornell University) · 2

Defending Against Adversarial Denial-of-Service Data Poisoning Attacks

2021 · Müller, Nicolas M., Roschmann, Simon, et al. · arXiv (Cornell University) · 2

Deep Reinforcement Learning for Backup Strategies against Adversaries

2021 · Debus, Pascal, Müller, Nicolas, et al. · arXiv (Cornell University) · 1

DETECT-3B-Omni is Agnostic of Content and Demographics

2026 · Müller, Nicolas M., Bukkapatnam, Aditya Tirumala, et al. · arXiv (Cornell University)

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors

2026 · Müller, Nicolas M., Bukkapatnam, Aditya Tirumala, et al. · arXiv (Cornell University)

The Watermark Shortcut: How Provenance Marking Sabotages Audio Deepfake Detection

2026 · Nicolas M. Muller, Pascal Debus · IEEE Signal Processing Letters

Detecting Audio Deepfakes on the Edge: Lightweight SSL-Based Detection in a Browser Plugin

2025 · Octavian Pascu, Dan Oneata, et al. · International Conference on Speech Technology and Human-Computer Dialogue (SpeD)

Works count: 31

Citation count: 621

H-index: 11

I10-index: 12