Lea Schönherr

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 31

Top Topics

Artificially Generated

Lessons Learned

Automatic Speech Recognition Systems

Security Vulnerabilities

Top Venues

USENIX Security Symposium

Publications

Bhupendra Acharya, Dario Lazzaro, Efrén López-Morales, Adam Oest, Muhammad Saad, Antonio Emanuele Cinà, Lea Schönherr, Thorsten Holz
The Imitation Game: Exploring Brand Impersonation Attacks on Social Media Platforms. USENIX Security Symposium (2024)
Hossein Hajipour, Keno Hassler, Thorsten Holz, Lea Schönherr, Mario Fritz
CodeLMSec Benchmark: Systematically Evaluating and Finding Security Vulnerabilities in Black-Box Code Language Models. SaTML (2024)
Antonio Emanuele Cinà, Francesco Villani, Maura Pintor, Lea Schönherr, Battista Biggio, Marcello Pelillo
-norm Adversarial Examples. CoRR (2024)
Bhupendra Acharya, Muhammad Saad, Antonio Emanuele Cinà, Lea Schönherr, Hoang Dai Nguyen, Adam Oest, Phani Vadrevu, Thorsten Holz
Conning the Crypto Conman: End-to-End Analysis of Cryptocurrency-based Technical Support Scams. CoRR (2024)
Edoardo Debenedetti, Javier Rando, Daniel Paleka, Silaghi Fineas Florin, Dragos Albastroiu, Niv Cohen, Yuval Lemberg, Reshmi Ghosh, Rui Wen, Ahmed Salem, Giovanni Cherubin, Santiago Zanella Béguelin, Robin Schmid, Victor Klemm, Takahiro Miki, Chenhao Li, Stefan Kraft, Mario Fritz, Florian Tramèr, Sahar Abdelnabi, Lea Schönherr
Dataset and Lessons Learned from the 2024 SaTML LLM Capture-the-Flag Competition. CoRR (2024)
Jonathan Evertz, Merlin Chlosta, Lea Schönherr, Thorsten Eisenhofer
Whispers in the Machine: Confidentiality in LLM-integrated Systems. CoRR (2024)
Sahar Abdelnabi, Amr Gomaa, Sarath Sivaprasad, Lea Schönherr, Mario Fritz
LLM-Deliberation: Evaluating LLMs with Interactive Multi-Agent Negotiation Games. CoRR (2023)
Joel Frank, Franziska Herbert, Jonas Ricker, Lea Schönherr, Thorsten Eisenhofer, Asja Fischer, Markus Dürmuth, Thorsten Holz
A Representative Study on Human Detection of Artificially Generated Media Across Countries. CoRR (2023)
Nico Schiller, Merlin Chlosta, Moritz Schloegel, Nils Bars, Thorsten Eisenhofer, Tobias Scharnowski, Felix Domke, Lea Schönherr, Thorsten Holz
Drone Security and the Mysterious Case of DJI's DroneID. NDSS (2023)
David Pape, Sina Däubener, Thorsten Eisenhofer, Antonio Emanuele Cinà, Lea Schönherr
On the Limitations of Model Stealing with Uncertainty Quantification Models. CoRR (2023)
David Pape, Sina Däubener, Thorsten Eisenhofer, Antonio Emanuele Cinà, Lea Schönherr
On the Limitations of Model Stealing with Uncertainty Quantification Models. ESANN (2023)
Hojjat Aghakhani, Lea Schönherr, Thorsten Eisenhofer, Dorothea Kolossa, Thorsten Holz, Christopher Kruegel, Giovanni Vigna
Venomave: Targeted Poisoning Against Speech Recognition. SaTML (2023)
Hossein Hajipour, Thorsten Holz, Lea Schönherr, Mario Fritz
Systematically Finding Security Vulnerabilities in Black-Box Code Generation Models. CoRR (2023)
Timm Koppelmann, Luca Becker, Alexandru Nelus, Rene Glitza, Lea Schönherr, Rainer Martin
Clustering-based Wake Word Detection in Privacy-aware Acoustic Sensor Networks. INTERSPEECH (2022)
Lea Schönherr, Maximilian Golla, Thorsten Eisenhofer, Jan Wiele, Dorothea Kolossa, Thorsten Holz
Exploring accidental triggers of smart speakers. Comput. Speech Lang. 73 (2022)
Thorsten Eisenhofer, Lea Schönherr, Joel Frank, Lars Speckemeier, Dorothea Kolossa, Thorsten Holz
Dompteur: Taming Audio Adversarial Examples. USENIX Security Symposium (2021)
Joel Frank, Lea Schönherr
WaveFake: A Data Set to Facilitate Audio Deepfake Detection. CoRR (2021)
Joel Frank, Lea Schönherr
WaveFake: A Data Set to Facilitate Audio Deepfake Detection. NeurIPS Datasets and Benchmarks (2021)
Thorsten Eisenhofer, Lea Schönherr, Joel Frank, Lars Speckemeier, Dorothea Kolossa, Thorsten Holz
Dompteur: Taming Audio Adversarial Examples. CoRR (2021)
Timm Koppelmann, Alexandru Nelus, Lea Schönherr, Dorothea Kolossa, Rainer Martin
Privacy-Preserving Feature Extraction for Cloud-Based Wake Word Verification. Interspeech (2021)
Jan Freiwald, Lea Schönherr, Christopher Schymura, Steffen Zeiler, Dorothea Kolossa
Loss Functions for Deep Monaural Speech Enhancement. IJCNN (2020)
Sina Däubener, Lea Schönherr, Asja Fischer, Dorothea Kolossa
Detecting Adversarial Examples for Speech Recognition via Uncertainty Quantification. CoRR (2020)
Sina Däubener, Lea Schönherr, Asja Fischer, Dorothea Kolossa
Detecting Adversarial Examples for Speech Recognition via Uncertainty Quantification. INTERSPEECH (2020)
Joel Frank, Thorsten Eisenhofer, Lea Schönherr, Asja Fischer, Dorothea Kolossa, Thorsten Holz
Leveraging Frequency Analysis for Deep Fake Image Recognition. CoRR (2020)
Lea Schönherr, Maximilian Golla, Thorsten Eisenhofer, Jan Wiele, Dorothea Kolossa, Thorsten Holz
Unacceptable, where is my privacy? Exploring Accidental Triggers of Smart Speakers. CoRR (2020)
Hojjat Aghakhani, Thorsten Eisenhofer, Lea Schönherr, Dorothea Kolossa, Thorsten Holz, Christopher Kruegel, Giovanni Vigna
VENOMAVE: Clean-Label Poisoning Against Speech Recognition. CoRR (2020)
Joel Frank, Thorsten Eisenhofer, Lea Schönherr, Asja Fischer, Dorothea Kolossa, Thorsten Holz
Leveraging Frequency Analysis for Deep Fake Image Recognition. ICML (2020)
Lea Schönherr, Thorsten Eisenhofer, Steffen Zeiler, Thorsten Holz, Dorothea Kolossa
Imperio: Robust Over-the-Air Adversarial Examples for Automatic Speech Recognition Systems. ACSAC (2020)
Lea Schönherr, Katharina Kohls, Steffen Zeiler, Thorsten Holz, Dorothea Kolossa
Adversarial Attacks Against Automatic Speech Recognition Systems via Psychoacoustic Hiding. NDSS (2019)
Lea Schönherr, Steffen Zeiler, Thorsten Holz, Dorothea Kolossa
Robust Over-the-Air Adversarial Examples Against Automatic Speech Recognition Systems. CoRR (2019)
Lea Schönherr, Katharina Kohls, Steffen Zeiler, Thorsten Holz, Dorothea Kolossa
Adversarial Attacks Against Automatic Speech Recognition Systems via Psychoacoustic Hiding. CoRR (2018)