| Scene-graph augmented data-driven risk assessment of autonomous vehicle decisions SY Yu, AV Malawade, D Muthirayan, PP Khargonekar, MA Al Faruque IEEE Transactions on Intelligent Transportation Systems 23 (7), 7941-7951, 2021 | 89 | 2021 |
| Spatiotemporal scene-graph embedding for autonomous vehicle collision prediction AV Malawade, SY Yu, B Hsu, D Muthirayan, PP Khargonekar, ... IEEE Internet of Things Journal 9 (12), 9379-9388, 2022 | 66 | 2022 |
| Sabotage attack detection for additive manufacturing systems SY Yu, AV Malawade, SR Chhetri, MA Al Faruque IEEE Access 8, 27218-27231, 2020 | 58 | 2020 |
| Multimodal Knowledge Graph for Deep Learning Papers and Code AV Kannan, D Fradkin, I Akrotirianakis, T Kulahcioglu, A Canedo, A Roy, ... CIKM '20: Proceedings of the 29th ACM International Conference on …, 2020 | 47 | 2020 |
| Oligo-snoop: A non-invasive side channel attack against DNA synthesis machines S Faezi, SR Chhetri, AV Malawade, JC Chaput, W Grover, P Brisk, ... Network and Distributed Systems Security (NDSS) Symposium 2019, 2019 | 43 | 2019 |
| HydraFusion: Context-aware selective sensor fusion for robust and efficient autonomous vehicle perception AV Malawade, T Mortlock, MA Al Faruque 2022 ACM/IEEE 13th International Conference on Cyber-Physical Systems (ICCPS …, 2022 | 42 | 2022 |
| Channel state information-based cryptographic key generation for intelligent transportation systems S Ribouh, K Phan, AV Malawade, Y Elhillali, A Rivenq, MA Al Faruque IEEE Transactions on Intelligent Transportation Systems 22 (12), 7496-7507, 2020 | 42 | 2020 |
| Roadscene2vec: A tool for extracting and embedding road scene-graphs AV Malawade, SY Yu, B Hsu, H Kaeley, A Karra, MA Al Faruque Knowledge-Based Systems 242, 108245, 2022 | 26 | 2022 |
| Security of emergent automotive systems: A tutorial introduction and perspectives on practice A Lopez, AV Malawade, MA Al Faruque, S Boddupalli, S Ray IEEE Design & Test 36 (6), 10-38, 2019 | 25 | 2019 |
| Neuroscience-inspired algorithms for the predictive maintenance of manufacturing systems AV Malawade, ND Costa, D Muthirayan, PP Khargonekar, MA Al Faruque IEEE Transactions on Industrial Informatics 17 (12), 7980-7990, 2021 | 24 | 2021 |
| SAGE: A Split-Architecture Methodology for Efficient End-to-End Autonomous Vehicle Control A Malawade, M Odema, S Lajeunesse-DeGroot, MA Al Faruque ACM Transactions on Embedded Computing Systems (TECS) 20 (5s), 1-22, 2021 | 22 | 2021 |
| EcoFusion: Energy-aware adaptive sensor fusion for efficient autonomous vehicle perception AV Malawade, T Mortlock, MAA Faruque DAC '22: Proceedings of the 59th ACM/IEEE Design Automation Conference, 481–486, 2022 | 21 | 2022 |
| Rs2g: Data-driven scene-graph extraction and embedding for robust autonomous perception and scenario understanding J Wang, AV Malawade, J Zhou, SY Yu, MA Al Faruque Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 9 | 2024 |
| Methods for spatio-temporal scene-graph embedding for autonomous vehicle applications MA Al Faruque, SY Yu, AV Malawade, D Muthirayan, PP Khargonekar US Patent App. 18/154,987, 2023 | 3 | 2023 |
| Acoustic side channel attack against dna synthesis machines S Faezi, SR Chhetri, AV Malawade, JC Chaput, W Grover, P Brisk, ... 2020 ACM/IEEE 11th International Conference on Cyber-Physical Systems (ICCPS …, 2020 | 3 | 2020 |
| CARMA: Context-Aware Runtime Reconfiguration for Energy-Efficient Sensor Fusion Y Zhang, AV Malawade, X Zhang, Y Li, DH Seong, MA Al Faruque, ... 2023 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2023 | 2 | 2023 |
| CASTNet: A Context-Aware, Spatio-Temporal Dynamic Motion Prediction Ensemble for Autonomous Driving T Mortlock, A Malawade, K Tsujio, M Al Faruque ACM Transactions on Cyber-Physical Systems 8 (2), 1-20, 2024 | 1 | 2024 |
| Scene-Graph Embedding for Robust Autonomous Vehicle Perception SY Yu, AV Malawade, MAA Faruque Machine Learning and Optimization Techniques for Automotive Cyber-Physical …, 2023 | 1 | 2023 |
| Multi-Modal Attack Detection for Cyber-Physical Additive Manufacturing SY Yu, AV Malawade, MAA Faruque arXiv preprint arXiv:2110.02259, 2021 | 1 | 2021 |
| Physical Layer Key Generation Protocol for Secure V2X Communication Architecture K Phan, A Malawade, A Lopez, A Barua, P Rogers, K Tran, M Al Faruque Network and Distributed Systems Security (NDSS) Symposium 2019, 2019 | 1* | 2019 |
Mohammad Abdullah Al FaruqueProfessor of University of California IrvineVerified email at uci.edu