| 2024 | WACV | Booster-SHOT: Boosting Stacked Homography Transformations for Multiview Pedestrian Detection with Attention. | Jinwoo Hwang, Philipp Benz, Pete Kim |
| 2024 | WACV | A*: Atrous Spatial Temporal Action Recognition for Real Time Applications. | Myeongjun Kim, Federica Spinola, Philipp Benz, Tae-Hoon Kim |
| 2023 | UAI | Noisy adversarial representation learning for effective and efficient image obfuscation. | Jonghu Jeong, Minyong Cho, Philipp Benz, Tae-Hoon Kim |
| 2022 | CVPR | Investigating Top-k White-Box and Transferable Black-box Attack. | Chaoning Zhang, Philipp Benz, Adil Karjauv, Jae-Won Cho, Kang Zhang, In So Kweon |
| 2022 | IJCAI | Privacy Safe Representation Learning via Frequency Filtering Encoder. | Jonghu Jeong, Minyong Cho, Philipp Benz, Jinwoo Hwang, Jeewook Kim, Seungkwan Lee, Taehoon Kim |
| 2021 | AAAI | Universal Adversarial Perturbations Through the Lens of Deep Steganography: Towards a Fourier Perspective. | Chaoning Zhang, Philipp Benz, Adil Karjauv, In So Kweon |
| 2021 | BMVC | Adversarial Robustness Comparison of Vision Transformer and MLP-Mixer to CNNs. | Philipp Benz, Soomin Ham, Chaoning Zhang, Adil Karjauv, In So Kweon |
| 2021 | ICCV | Batch Normalization Increases Adversarial Vulnerability and Decreases Adversarial Transferability: A Non-Robust Feature Perspective. | Philipp Benz, Chaoning Zhang, In So Kweon |
| 2021 | ICCV | Data-free Universal Adversarial Perturbation and Black-box Attack. | Chaoning Zhang, Philipp Benz, Adil Karjauv, In So Kweon |
| 2021 | IJCAI | A Survey on Universal Adversarial Attack. | Chaoning Zhang, Philipp Benz, Chenguo Lin, Adil Karjauv, Jing Wu, In So Kweon |
| 2021 | WACV | Revisiting Batch Normalization for Improving Corruption Robustness. | Philipp Benz, Chaoning Zhang, Adil Karjauv, In So Kweon |
| 2021 | WACV | ResNet or DenseNet? Introducing Dense Shortcuts to ResNet. | Chaoning Zhang, Philipp Benz, Dawit Mureja Argaw, Seokju Lee, Junsik Kim, Franois Rameau, Jean-Charles Bazin, In So Kweon |
| 2020 | AAAI | CD-UAP: Class Discriminative Universal Adversarial Perturbation. | Chaoning Zhang, Philipp Benz, Tooba Imtiaz, In-So Kweon |
| 2020 | ACCV | Double Targeted Universal Adversarial Perturbations. | Philipp Benz, Chaoning Zhang, Tooba Imtiaz, In So Kweon |
| 2020 | CVPR | Understanding Adversarial Examples From the Mutual Influence of Images and Perturbations. | Chaoning Zhang, Philipp Benz, Tooba Imtiaz, In So Kweon |
| 2020 | WACV | Propose-and-Attend Single Shot Detector. | Ho-Deok Jang, Sanghyun Woo, Philipp Benz, Jinsun Park, In So Kweon |
| 2019 | BMVC | Revisiting Residual Networks with Nonlinear Shortcuts. | Chaoning Zhang, Franois Rameau, Seokju Lee, Junsik Kim, Philipp Benz, Dawit Mureja Argaw, Jean-Charles Bazin, In So Kweon |
| 2019 | IROS | Fast Perception, Planning, and Execution for a Robotic Butler: Wheeled Humanoid M-Hubo. | Moonyoung Lee, Yujin Heo, Jinyong Park, Hyundae Yang, Ho-Deok Jang, Philipp Benz, Hyunsub Park, In So Kweon, Jun-Ho Oh |