Konstantin Böttinger

CoRR, 2023

Shortcut Detection with Variational Autoencoders.

[BibT_eX]

[DOI]

CoRR, 2023

Introducing Model Inversion Attacks on Automatic Speaker Recognition.

[BibT_eX]

[DOI]

CoRR, 2023

Localized Shortcut Removal.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Protecting Publicly Available Data With Machine Learning Shortcuts.

[BibT_eX]

[DOI]

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

Shortcut Removal for Improved OOD-Generalization.

[BibT_eX]

[DOI]

CoRR, 2022

Visualizing Automatic Speech Recognition - Means for a Better Understanding?

[BibT_eX]

[DOI]

CoRR, 2022

Language Dependencies in Adversarial Attacks on Speech Recognition Systems.

[BibT_eX]

[DOI]

Karla Markert

Donika Mirdita

CoRR, 2022

R2-AD2: Detecting Anomalies by Analysing the Raw Gradient.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Real or Fake? A Practical Method for Detecting Tempered Images.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Image Processing Applications and Systems, 2022

Does Audio Deepfake Detection Generalize?

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2022, 2022

Double-Adversarial Activation Anomaly Detection: Adversarial Autoencoders are Anomaly Generators.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Anomaly Detection by Recombining Gated Unsupervised Experts.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Rectifying adversarial inputs using XAI techniques.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

Assessing the Impact of Transformations on Physical Adversarial Attacks.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM Workshop on Artificial Intelligence and Security, 2022

2021

Robuste Lernverfahren.

[BibT_eX]

[DOI]

Karla Markert

Datenschutz und Datensicherheit, 2021

Human Perception of Audio Deepfakes.

[BibT_eX]

[DOI]

Karla Markert

CoRR, 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

Gradient Masking and the Underestimated Robustness Threats of Differential Privacy in Deep Learning.

[BibT_eX]

[DOI]

Franziska Boenisch

CoRR, 2021

Defending against Adversarial Denial-of-Service Attacks.

[BibT_eX]

[DOI]

Simon Roschmann

CoRR, 2021

Deep Reinforcement Learning for Backup Strategies against Adversaries.

[BibT_eX]

[DOI]

Pascal Debus

CoRR, 2021

Adversarial Vulnerability of Active Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis XIX, 2021

DA3G: Detecting Adversarial Attacks by Analysing Gradients.

[BibT_eX]

[DOI]

Proceedings of the Computer Security - ESORICS 2021, 2021

2020

Towards Resistant Audio Adversarial Examples.

[BibT_eX]

[DOI]

CoRR, 2020

Optimizing Information Loss Towards Robust Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2020

A<sup>3</sup>: Activation Anomaly Analysis.

[BibT_eX]

[DOI]

CoRR, 2020

Data Poisoning Attacks on Regression Learning and Corresponding Defenses.

[BibT_eX]

[DOI]

Daniel Kowatsch

Proceedings of the 25th IEEE Pacific Rim International Symposium on Dependable Computing, 2020

Activation Anomaly Analysis.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

DLA: Dense-Layer-Analysis for Adversarial Example Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE European Symposium on Security and Privacy, 2020

2019

Fuzzing with Stochastic Feedback Processes.

[BibT_eX]

[DOI]

PhD thesis, 2019

DLA: Dense-Layer-Analysis for Adversarial Example Detection.

[BibT_eX]

[DOI]

CoRR, 2019

Stack Overflow Considered Helpful! Deep Learning Security Nudges Towards Stronger Cryptography.

[BibT_eX]

[DOI]

Felix Fischer

Huang Xiao

Ching-yu Kao

Yannick Stachelscheid

Proceedings of the 28th USENIX Security Symposium, 2019

On GDPR Compliance of Companies' Privacy Policies.

[BibT_eX]

[DOI]

Proceedings of the Text, Speech, and Dialogue - 22nd International Conference, 2019

Context by Proxy: Identifying Contextual Anomalies Using an Output Proxy.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Distributed Anomaly Detection of Single Mote Attacks in RPL Networks.

[BibT_eX]

[DOI]

Proceedings of the 16th International Joint Conference on e-Business and Telecommunications, 2019

A Unified Architecture for Industrial IoT Security Requirements in Open Platform Communications.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019

Side-Channel Aware Fuzzing.

[BibT_eX]

[DOI]

Proceedings of the Computer Security - ESORICS 2019, 2019

2018

Deep Reinforcement Fuzzing.

[BibT_eX]

[DOI]

Patrice Godefroid

Rishabh Singh

Proceedings of the 2018 IEEE Security and Privacy Workshops, 2018

High-Performance Unsupervised Anomaly Detection for Cyber-Physical System Networks.

[BibT_eX]

[DOI]

Peter Schneider

Proceedings of the 2018 Workshop on Cyber-Physical Systems Security and PrivaCy, 2018

2017

A collaborative cyber incident management system for European interconnected critical infrastructures.

[BibT_eX]

[DOI]

J. Inf. Secur. Appl., 2017

Stack Overflow Considered Harmful? The Impact of Copy&Paste on Android Application Security.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Symposium on Security and Privacy, 2017

Guiding a Colony of Black-Box Fuzzers with Chemotaxis.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Security and Privacy Workshops, 2017

2016

Chemotactic Test Case Recombinationfor Large-Scale Fuzzing.

[BibT_eX]

[DOI]

J. Cyber Secur. Mobil., 2016

Fuzzing binaries with Lévy flight swarms.

[BibT_eX]

[DOI]

EURASIP J. Inf. Secur., 2016

Hunting Bugs with Lévy Flight Foraging.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Security and Privacy Workshops, 2016

DeepFuzz: Triggering Vulnerabilities Deeply Hidden in Binaries - (Extended Abstract).

[BibT_eX]

[DOI]

Claudia Eckert

Proceedings of the Detection of Intrusions and Malware, and Vulnerability Assessment, 2016

2015

A Blueprint for a Pan-European Cyber Incident Analysis System.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Symposium for ICS & SCADA Cyber Security Research 2015, 2015

Detecting Fingerprinted Data in TLS Traffic.

[BibT_eX]

[DOI]