| 2026 | CHI | From Oversight to Insight: Transforming Cybersecurity Governance in Boardrooms. | Tooba Aamir, Georgia Psaroulis, Marthie Grobler, Helge Janicke |
| 2025 | CHI | Systemization of Knowledge (SoK): Goals, Coverage, and Evaluation in Cybersecurity and Privacy Games. | Yue Huang, Marthie Grobler, Lauren S. Ferro, Georgia Psaroulis, Sanchari Das, Jing Wei, Helge Janicke |
| 2025 | ICLR | AI2TALE: An Innovative Information Theory-based Approach for Learning to Localize Phishing Attacks. | Van Nguyen, Tingmin Wu, Xingliang Yuan, Marthie Grobler, Surya Nepal, Carsten Rudolph |
| 2022 | ESORICS | Local Differential Privacy for Federated Learning. | Mahawaga Arachchige Pathum Chamikara, Dongxi Liu, Seyit Camtepe, Surya Nepal, Marthie Grobler, Peter Bertk, Ibrahim Khalil |
| 2022 | IJCNN | R-Net: Robustness Enhanced Financial Time-Series Prediction with Differential Privacy. | Shuo Wang, Jinyuan Qin, Carsten Rudolph, Surya Nepal, Marthie Grobler |
| 2021 | IJCNN | Microwave Link Failures Prediction via LSTM-based Feature Fusion Network. | Zichan Ruan, Shuiqiao Yang, Lei Pan, Xingjun Ma, Wei Luo, Marthie Grobler |
| 2020 | ICANN | PART-GAN: Privacy-Preserving Time-Series Sharing. | Shuo Wang, Carsten Rudolph, Surya Nepal, Marthie Grobler, Shangyu Chen |
| 2020 | IJCNN | OIAD: One-for-all Image Anomaly Detection with Disentanglement Learning. | Shuo Wang, Tianle Chen, Shangyu Chen, Surya Nepal, Carsten Rudolph, Marthie Grobler |
| 2020 | OZCHI | Privacy by Design in Aged Care Monitoring Devices? Well, Not Quite Yet! | Sami Alkhatib, Jenny Waycott, George Buchanan, Marthie Grobler, Shuo Wang |
| 2020 | TrustCom | Attribute-Based Data Access Control for Multi-Authority System. | Ahmad Salehi S., Carsten Rudolph, Marthie Grobler |
| 2020 | WISE | Privacy-Preserving Data Generation and Sharing Using Identification Sanitizer. | Shuo Wang, Lingjuan Lyu, Tianle Chen, Shangyu Chen, Surya Nepal, Carsten Rudolph, Marthie Grobler |
| 2019 | IM | A Dynamic Cross-Domain Access Control Model for Collaborative Healthcare Application. | Ahmad Salehi S., Carsten Rudolph, Marthie Grobler |
| 2019 | TrustCom | HSDC-Net: Secure Anonymous Messaging in Online Social Networks. | Mohammad Reza Nosouhi, Shui Yu, Keshav Sood, Marthie Grobler |
| 2019 | TrustCom | A Dynamic Access Control Policy Model for Sharing of Healthcare Data in Multiple Domains. | Ahmad Salehi Shahraki, Carsten Rudolph, Marthie Grobler |
| 2018 | GLOBECOM | SPARSE: Privacy-Aware and Collusion Resistant Location Proof Generation and Verification. | Mohammad Reza Nosouhi, Shui Yu, Marthie Grobler, Yong Xiang, Zuqing Zhu |
| 2017 | WISE | My Face is Mine: Fighting Unpermitted Tagging on Personal/Group Photos in Social Media. | Lihong Tang, Wanlun Ma, Sheng Wen, Marthie Grobler, Yang Xiang, Wanlei Zhou |