Philipp Benz

Researcher, Deeping Source

Joined

February 2020

Names

Philipp Benz (Preferred)

Emails

****@kaist.ac.kr (Confirmed)

,

****@gmail.com (Confirmed)

,

****@deepingsource.io (Confirmed)

Personal Links

Career & Education History

Researcher

Deeping Source (deepingsource.io)

2021 – Present

PhD student

Korea Advanced Institute of Science and Technology (kaist.ac.kr)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

2017 – 2021

Expertise

Multiview Detection

2021 – Present

Adversarial Examples

2019 – Present

Steganography

2019 – Present

Publications

A*: Atrous Spatial Temporal Action Recognition for Real Time Applications
Myeongjun Kim, Federica Spinola, Philipp Benz, Tae-hoon Kim
- Waikoloa, Hawaii
- Readers: Everyone
Noisy Adversarial Representation Learning for Effective and Efficient Image Obfuscation
Jonghu Jeong, Minyong Cho, Philipp Benz, Tae-hoon Kim
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Early Stop And Adversarial Training Yield Better surrogate Model: Very Non-Robust Features Harm Adversarial Transferability
Chaoning Zhang, Gyusang Cho, Philipp Benz, Kang Zhang, Chenshuang Zhang, Chan-Hyun Youn, In So Kweon
- 29 Sept 2021 (modified: 13 Feb 2023)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
Universal Adversarial Training with Class-Wise Perturbations
Philipp Benz, Chaoning Zhang, Adil Karjauv, In So Kweon
- 2021 (modified: 17 Nov 2023)
- CoRR 2021
- Readers: Everyone
A Brief Survey on Deep Learning Based Data Hiding, Steganography and Watermarking
Chaoning Zhang, Chenguo Lin, Philipp Benz, Kejiang Chen, Weiming Zhang, In So Kweon
- 2021 (modified: 17 Nov 2023)
- CoRR 2021
- Readers: Everyone
Universal Adversarial Perturbations Through the Lens of Deep Steganography: Towards A Fourier Perspective
Chaoning Zhang, Philipp Benz, Adil Karjauv, In So Kweon
- 2021 (modified: 17 Nov 2023)
- CoRR 2021
- Readers: Everyone
Towards Robust Data Hiding Against (JPEG) Compression: A Pseudo-Differentiable Deep Learning Approach
Chaoning Zhang, Adil Karjauv, Philipp Benz, In So Kweon
- 2021 (modified: 17 Nov 2023)
- CoRR 2021
- Readers: Everyone
A Survey On Universal Adversarial Attack
Chaoning Zhang, Philipp Benz, Chenguo Lin, Adil Karjauv, Jing Wu, In So Kweon
- 2021 (modified: 04 Nov 2022)
- CoRR 2021
- Readers: Everyone
Revisiting Batch Normalization for Improving Corruption Robustness
Philipp Benz, Chaoning Zhang, Adil Karjauv, In So Kweon
- 2021 (modified: 09 Oct 2021)
- WACV 2021
- Readers: Everyone
Universal Adversarial Perturbations Through the Lens of Deep Steganography: Towards a Fourier Perspective
Chaoning Zhang, Philipp Benz, Adil Karjauv, In So Kweon
- 2021 (modified: 09 Oct 2021)
- AAAI 2021
- Readers: Everyone

View all 24 publications

Co-Authors