| NNV: the neural network verification tool for deep neural networks and learning-enabled cyber-physical systems HD Tran, X Yang, D Manzanas Lopez, P Musau, LV Nguyen, W Xiang, ... International conference on computer aided verification, 3-17, 2020 | 405 | 2020 |
| A predictable execution model for COTS-based embedded systems R Pellizzoni, E Betti, S Bak, G Yao, J Criswell, M Caccamo, R Kegley 2011 17th IEEE Real-Time and Embedded Technology and Applications Symposium …, 2011 | 386 | 2011 |
| Verification of deep convolutional neural networks using imagestars HD Tran, S Bak, W Xiang, TT Johnson International conference on computer aided verification, 18-42, 2020 | 207 | 2020 |
| The system-level simplex architecture for improved real-time embedded system safety S Bak, DK Chivukula, O Adekunle, M Sun, M Caccamo, L Sha 2009 15th IEEE Real-Time and Embedded Technology and Applications Symposium …, 2009 | 179 | 2009 |
| Improved geometric path enumeration for verifying relu neural networks S Bak, HD Tran, K Hobbs, TT Johnson International Conference on Computer Aided Verification, 66-96, 2020 | 174 | 2020 |
| S3A: Secure system simplex architecture for enhanced security and robustness of cyber-physical systems S Mohan, S Bak, E Betti, H Yun, L Sha, M Caccamo Proceedings of the 2nd ACM international conference on High confidence …, 2013 | 161* | 2013 |
| The second international verification of neural networks competition (vnn-comp 2021): Summary and results S Bak, C Liu, T Johnson arXiv preprint arXiv:2109.00498, 2021 | 154 | 2021 |
| Hylaa: A tool for computing simulation-equivalent reachability for linear systems S Bak, PS Duggirala Proceedings of the 20th International Conference on Hybrid Systems …, 2017 | 153 | 2017 |
| Memory-centric scheduling for multicore hard real-time systems G Yao, R Pellizzoni, S Bak, E Betti, M Caccamo Real-Time Systems 48 (6), 681-715, 2012 | 150 | 2012 |
| First three years of the international verification of neural networks competition (VNN-COMP) C Brix, MN Müller, S Bak, TT Johnson, C Liu International Journal on Software Tools for Technology Transfer 25 (3), 329-339, 2023 | 143 | 2023 |
| HYST: a source transformation and translation tool for hybrid automaton models S Bak, S Bogomolov, TT Johnson Proceedings of the 18th International Conference on Hybrid Systems …, 2015 | 127 | 2015 |
| nnenum: Verification of relu neural networks with optimized abstraction refinement S Bak NASA formal methods symposium, 19-36, 2021 | 126 | 2021 |
| Simulation-equivalent reachability of large linear systems with inputs S Bak, PS Duggirala International Conference on Computer Aided Verification, 401-420, 2017 | 119 | 2017 |
| The fourth international verification of neural networks competition (vnn-comp 2023): Summary and results C Brix, S Bak, C Liu, TT Johnson arXiv preprint arXiv:2312.16760, 2023 | 108 | 2023 |
| The third international verification of neural networks competition (VNN-COMP 2022): Summary and results MN Müller, C Brix, S Bak, C Liu, TT Johnson arXiv preprint arXiv:2212.10376, 2022 | 105 | 2022 |
| Real-time reachability for verified simplex design S Bak, TT Johnson, M Caccamo, L Sha 2014 IEEE Real-Time Systems Symposium, 138-148, 2014 | 104 | 2014 |
| Sandboxing controllers for cyber-physical systems S Bak, K Manamcheri, S Mitra, M Caccamo 2011 IEEE/ACM Second International Conference on Cyber-Physical Systems, 3-12, 2011 | 101 | 2011 |
| Verification Challenges in F-16 Ground Collision Avoidance and Other Automated Maneuvers. P Heidlauf, A Collins, M Bolender, S Bak ARCH@ ADHS 2018, 2018 | 87 | 2018 |
| Global real-time memory-centric scheduling for multicore systems G Yao, R Pellizzoni, S Bak, H Yun, M Caccamo IEEE Transactions on Computers 65 (9), 2739-2751, 2015 | 79 | 2015 |
| Some improvements for the fast sweeping method S Bak, J McLaughlin, D Renzi SIAM Journal on Scientific Computing 32 (5), 2853-2874, 2010 | 78 | 2010 |
Taylor T JohnsonAssociate Professor, Computer Science, Vanderbilt UniversityVerified email at vanderbilt.edu
