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ORCIDMarthie Grobler
- > Home > Persons > Marthie Grobler
Publications
- 2024
[j29]Shuo Wang
, Shangyu Chen, Tianle Chen, Surya Nepal, Carsten Rudolph, Marthie Grobler:
Generating Semantic Adversarial Examples via Feature Manipulation in Latent Space. IEEE Trans. Neural Networks Learn. Syst. 35(12): 17070-17084 (2024)- 2022
- [j16]Shuo Wang, Surya Nepal, Carsten Rudolph, Marthie Grobler, Shangyu Chen, Tianle Chen:
Backdoor Attacks Against Transfer Learning With Pre-Trained Deep Learning Models. IEEE Trans. Serv. Comput. 15(3): 1526-1539 (2022) - [j15]Shuo Wang, Surya Nepal, Carsten Rudolph, Marthie Grobler, Shangyu Chen, Tianle Chen, Zike An:
Defending Adversarial Attacks via Semantic Feature Manipulation. IEEE Trans. Serv. Comput. 15(6): 3184-3197 (2022) - 2020
- [c31]Shuo Wang, Carsten Rudolph, Surya Nepal, Marthie Grobler, Shangyu Chen:
PART-GAN: Privacy-Preserving Time-Series Sharing. ICANN (1) 2020: 578-593 - [c30]Shuo Wang, Tianle Chen, Shangyu Chen, Surya Nepal, Carsten Rudolph, Marthie Grobler:
OIAD: One-for-all Image Anomaly Detection with Disentanglement Learning. IJCNN 2020: 1-8 - [c26]Shuo Wang, Lingjuan Lyu, Tianle Chen, Shangyu Chen, Surya Nepal, Carsten Rudolph, Marthie Grobler:
Privacy-Preserving Data Generation and Sharing Using Identification Sanitizer. WISE (2) 2020: 185-200 - [i8]Shuo Wang, Shangyu Chen, Tianle Chen, Surya Nepal, Carsten Rudolph, Marthie Grobler:
Generating Semantic Adversarial Examples via Feature Manipulation. CoRR abs/2001.02297 (2020) - [i7]Shuo Wang, Surya Nepal, Carsten Rudolph, Marthie Grobler, Shangyu Chen, Tianle Chen:
Backdoor Attacks against Transfer Learning with Pre-trained Deep Learning Models. CoRR abs/2001.03274 (2020) - [i6]Shuo Wang, Tianle Chen, Shangyu Chen, Carsten Rudolph, Surya Nepal, Marthie Grobler:
OIAD: One-for-all Image Anomaly Detection with Disentanglement Learning. CoRR abs/2001.06640 (2020) - [i5]Shuo Wang, Tianle Chen, Surya Nepal, Carsten Rudolph, Marthie Grobler, Shangyu Chen:
Defending Adversarial Attacks via Semantic Feature Manipulation. CoRR abs/2002.02007 (2020) - [i4]Shuo Wang, Surya Nepal, Marthie Grobler, Carsten Rudolph, Tianle Chen, Shangyu Chen:
Adversarial Defense by Latent Style Transformations. CoRR abs/2006.09701 (2020)
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