Niklas Bunzel

Orcid: 0000-0002-8921-1562

According to our database1, Niklas Bunzel authored at least 17 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2024
Identifying and Generating Edge Cases.
Proceedings of the 2nd ACM Workshop on Secure and Trustworthy Deep Learning Systems, 2024

Signals Are All You Need: Detecting and Mitigating Digital and Real-World Adversarial Patches Using Signal-Based Features.
Proceedings of the 2nd ACM Workshop on Secure and Trustworthy Deep Learning Systems, 2024

Bridging the Gap: The Role of OWASP AI Exchange in AI Standardization.
Proceedings of the 54. Jahrestagung der Gesellschaft für Informatik, 2024

Adversarial Patch Detection: Leveraging Depth Contrast for Enhanced Threat Visibility.
Proceedings of the 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2024

Measuring the Effects of Environmental Influences on Object Detection.
Proceedings of the 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2024

Patching the Cracks: Detecting and Addressing Adversarial Examples in Real-World Applications.
Proceedings of the 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2024

2023
Multi-class Detection for Off The Shelf transfer-based Black Box Attacks.
Proceedings of the 2023 Secure and Trustworthy Deep Learning Systems Workshop, 2023

Predicting positions of flipped bits in robust image hashes.
Proceedings of the Media Watermarking, 2023

Detection of deepfakes using background-matching.
Proceedings of the Media Watermarking, 2023

Adversarial Patch Detection and Mitigation by Detecting High Entropy Regions.
Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2023

A Concise Analysis of Pasting Attacks and their Impact on Image Classification.
Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2023

2022
Face Pasting Attack.
CoRR, 2022

Robust face recognition: How much face Is needed?
Proceedings of the Media Watermarking, 2022

Using Telegram as a carrier for image steganography: Analysing Telegrams API limits.
Proceedings of the ARES 2022: The 17th International Conference on Availability, Reliability and Security, Vienna,Austria, August 23, 2022

2021
Cover-aware Steganalysis.
J. Cyber Secur. Mobil., 2021

Adversarial Examples zum Selbstdatenschutz? Der Fall biometrischer Gesichtserkennung im öffentlichen Raum.
Proceedings of the 51. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2021 - Computer Science & Sustainability, Berlin, Germany, 27. September, 2021

2020
Non-blind steganalysis.
Proceedings of the ARES 2020: The 15th International Conference on Availability, 2020


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