A survey of safety and trustworthiness of deep neural networks: Verification, testing, adversarial attack and defence, and interpretability X Huang, D Kroening, W Ruan, J Sharp, Y Sun, E Thamo, M Wu
Computer Science Review, 2020
319 2020 Concolic testing for deep neural networks Y Sun, M Wu, W Ruan, X Huang, M Kwiatkowska, D Kroening
Proceedings of the 33rd ACM/IEEE International Conference on Automated …, 2018
270 2018 Testing deep neural networks Y Sun, X Huang, D Kroening, J Sharp, M Hill, R Ashmore
arXiv preprint arXiv:1803.04792, 2018
238 2018 Structural test coverage criteria for deep neural networks Y Sun, X Huang, D Kroening, J Sharp, M Hill, R Ashmore
ACM Transactions on Embedded Computing Systems (TECS) 18 (5s), 1-23, 2019
87 2019 Global robustness evaluation of deep neural networks with provable guarantees for the hamming distance W Ruan, M Wu, Y Sun, X Huang, D Kroening, M Kwiatkowska
International Joint Conference on Artificial Intelligence, 2019
79 2019 DeepConcolic: Testing and debugging deep neural networks Y Sun, X Huang, D Kroening, J Sharp, M Hill, R Ashmore
2019 IEEE/ACM 41st International Conference on Software Engineering …, 2019
50 2019 Weakly hard schedulability analysis for fixed priority scheduling of periodic real-time tasks Y Sun, MD Natale
ACM Transactions on Embedded Computing Systems (TECS) 16 (5s), 1-19, 2017
47 2017 trustworthiness of deep neural networks: A survey X Huang, D Kroening, M Kwiatkowska, W Ruan, Y Sun, E Thamo, M Wu, ...
arXiv preprint arXiv:1812.08342, 2018
46 2018 RobOT: Robustness-oriented testing for deep learning systems J Wang, J Chen, Y Sun, X Ma, D Wang, J Sun, P Cheng
2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE …, 2021
39 2021 Improving the response time analysis of global fixed-priority multiprocessor scheduling Y Sun, G Lipari, N Guan, W Yi
Embedded and Real-Time Computing Systems and Applications (RTCSA), 2014 IEEE …, 2014
39 2014 Coverage-guided testing for recurrent neural networks W Huang, Y Sun, X Zhao, J Sharp, W Ruan, J Meng, X Huang
IEEE Transactions on Reliability 71 (3), 1191-1206, 2021
36 2021 Parametric schedulability analysis of fixed priority real-time distributed systems Y Sun, R Soulat, G Lipari, É André, L Fribourg
Formal Techniques for Safety-Critical Systems, 212-228, 2014
30 2014 Building better bit-blasting for floating-point problems M Brain, F Schanda, Y Sun
Tools and Algorithms for the Construction and Analysis of Systems: 25th …, 2019
29 2019 Global Robustness Evaluation of Deep Neural Networks with Provable Guarantees for the W Ruan, M Wu, Y Sun, X Huang, D Kroening, M Kwiatkowska
arXiv preprint arXiv:1804.05805, 2018
27 2018 Explaining Image Classifiers using Statistical Fault Localization Y Sun, H Chockler, X Huang, D Kroening
ECCV, 2020
26 2020 On the ineffectiveness of 1/m-based interference bounds in the analysis of global EDF and FIFO scheduling A Biondi, Y Sun
Real-Time Systems 54, 515-536, 2018
25 2018 HyDiff: Hybrid differential software analysis Y Noller, CS Păsăreanu, M Böhme, Y Sun, HL Nguyen, L Grunske
Proceedings of the ACM/IEEE 42nd International Conference on Software …, 2020
23 2020 A survey of safety and trustworthiness of deep neural networks X Huang, D Kroening, W Ruan, J Sharp, Y Sun, E Thamo, M Wu, X Yi
arXiv preprint arXiv:1812.08342, 2018
22 2018 A weak simulation relation for real-time schedulability analysis of global fixed priority scheduling using linear hybrid automata Y Sun, G Lipari
Proceedings of the 22nd International Conference on Real-Time Networks and …, 2014
22 2014 Copy, Right? A Testing Framework for Copyright Protection of Deep Learning Models J Chen, J Wang, T Peng, Y Sun, P Cheng, S Ji, X Ma, B Li, D Song
IEEE S&P, 2021
21 2021 