| 2024 | ECAI | One-Shot Collaborative Data Distillation. | William Holland, Chandra Thapa, Wei Shao, Seyit Camtepe, Sarah Ali Siddiqui |
| 2021 | TrustCom | A Time-aware Trust Management Heuristic for the Internet of Vehicles. | Sarah Ali Siddiqui, Adnan Mahmood, Quan Z. Sheng, Hajime Suzuki, Wei Ni |
| 2020 | SENSYS | SCaRT-SIoT: towards a scalable and robust trust platform for social internet of things: demo abstract. | Subhash Sagar, Adnan Mahmood, Quan Z. Sheng, Sarah Ali Siddiqui |
| 2019 | ICONIP | Machine Learning Based Trust Model for Misbehaviour Detection in Internet-of-Vehicles. | Sarah Ali Siddiqui, Adnan Mahmood, Wei Emma Zhang, Quan Z. Sheng |
| 2019 | MOBICOM | Poster: A Machine Learning based Hybrid Trust Management Heuristic for Vehicular Ad hoc Networks. | Sarah Ali Siddiqui, Adnan Mahmood, Wei Emma Zhang, Quan Z. Sheng |
| 2019 | PDCAT | A Hybrid Trust Management Model for Secure and Resource Efficient Vehicular Ad hoc Networks. | Adnan Mahmood, Sarah Ali Siddiqui, Wei Emma Zhang, Quan Z. Sheng |
| 2019 | PERCOM | A Hybrid Trust Management Heuristic for VANETs. | Adnan Mahmood, Bernard Butler, Wei Emma Zhang, Quan Z. Sheng, Sarah Ali Siddiqui |
| 2018 | MOBICOM | Towards Fog-based Next Generation Internet of Vehicles Architecture. | Sarah Ali Siddiqui, Adnan Mahmood |