Niklas Bunzel

26 papers A* 1B 6Journal 4Unranked 15
YearRankTypeTitle / Venue / Authors
2025 B conf
Adversarial Attack Challenge for Secure Face Recognition 2025.
IJCB
João Tremoço, Iurii Medvedev, Nuno R. Freitas, Andreia M. Costa, Diogo Nunes, Niklas Bunzel, Lukas Graner, Nicholas Göller, Lorenzo Pellegrini, Nicolò Di Domenico, Guido Borghi, Monson Verghese, Shruti Bhilare, Avik Hati, Miguel Lourenço, Nuno Gonçalves
2025 — conf
Compliance Made Practical: Translating the EU AI Act into Implementable Security Actions.
RAIE
Niklas Bunzel
2025 B conf
Evasion Attacks in Continual Learning.
TrustCom
Niklas Bunzel, Aino Schwarte
2025 B conf
Exploring the Relationship Between Network Similarity and Transferability of Adversarial Attacks.
TrustCom
Gerrit Klause, Niklas Bunzel
2025 — conf
On the Transferability of Adversarial Attacks from Convolutional Neural Networks to Variants of ChatGPT4.
DSN-W
Niklas Bunzel
2025 J jnl
Quantifying the Risk of Transferred Black Box Attacks.
CoRR
Disesdi Susanna Cox, Niklas Bunzel
2025 A* conf
Team RoMa @ AADD-2025: On the Generation of Transferable and Visually Imperceptible Adversarial Attacks Against Deepfake Detectors.
ACM Multimedia
Nicolas Göller, Lukas Graner, Raphael Antonius Frick, Niklas Bunzel
2025 J jnl
The Relationship Between Network Similarity and Transferability of Adversarial Attacks.
CoRR
Gerrit Klause, Niklas Bunzel
2024 — conf
Adversarial Patch Detection: Leveraging Depth Contrast for Enhanced Threat Visibility.
DSN-W
Niklas Bunzel, Jannis Hamborg
2024 B conf
Analyzing the Effectiveness of Image Preprocessing Defenses Under Runtime Constraints.
TrustCom
Niklas Bunzel, Gerrit Klause
2024 — conf
Bridging the Gap: The Role of OWASP AI Exchange in AI Standardization.
INFORMATIK
Niklas Bunzel, Nicolas Göller
2024 — conf
Identifying and Generating Edge Cases.
SecTL@AsiaCCS
Niklas Bunzel, Nicolas Göller, Raphael Antonius Frick
2024 — conf
Measuring the Effects of Environmental Influences on Object Detection.
DSN-W
Niklas Bunzel, Michel Geißler, Gerrit Klause
2024 — conf
Patching the Cracks: Detecting and Addressing Adversarial Examples in Real-World Applications.
DSN-S
Niklas Bunzel
2024 — conf
Signals Are All You Need: Detecting and Mitigating Digital and Real-World Adversarial Patches Using Signal-Based Features.
SecTL@AsiaCCS
Niklas Bunzel, Raphael Antonius Frick, Gerrit Klause, Aino Schwarte, Jonas Honermann
2023 — conf
A Concise Analysis of Pasting Attacks and their Impact on Image Classification.
DSN-W
Niklas Bunzel, Lukas Graner
2023 — conf
Adversarial Patch Detection and Mitigation by Detecting High Entropy Regions.
DSN-W
Niklas Bunzel, Ashim Siwakoti, Gerrit Klause
2023 — conf
Detection of deepfakes using background-matching.
Media Watermarking, Security, and Forensics
Stephanie Blümer, Martin Steinebach, Raphael Antonius Frick, Niklas Bunzel
2023 — conf
Multi-class Detection for Off The Shelf transfer-based Black Box Attacks.
SecTL@AsiaCCS
Niklas Bunzel, Dominic Böringer
2023 — conf
Predicting positions of flipped bits in robust image hashes.
Media Watermarking, Security, and Forensics
Marius Leon Hammann, Martin Steinebach, Huajian Liu, Niklas Bunzel
2022 J jnl
Face Pasting Attack.
CoRR
Niklas Bunzel, Lukas Graner
2022 — conf
Robust face recognition: How much face Is needed?
Media Watermarking, Security, and Forensics
Niklas Bunzel
2022 B conf
Using Telegram as a carrier for image steganography: Analysing Telegrams API limits.
ARES
Niklas Bunzel, Tobias Chen, Martin Steinebach
2021 — conf
Adversarial Examples zum Selbstdatenschutz? Der Fall biometrischer Gesichtserkennung im öffentlichen Raum.
GI-Jahrestagung
Niklas Bunzel, Neele Zander, Robert Landwirth, Ann-Katrin Riedel
2021 J jnl
Cover-aware Steganalysis.
J. Cyber Secur. Mobil.
Niklas Bunzel, Martin Steinebach, Huajian Liu
2020 B conf
Non-blind steganalysis.
ARES
Niklas Bunzel, Martin Steinebach, Huajian Liu