| DeepXplore: Automated Whitebox Testing of Deep Learning Systems K Pei, Y Cao, J Yang, S Jana Proceedings of the 26th ACM Symposium on Operating Systems Principles (SOSP …, 2017 | 1666 | 2017 |
| DeepTest: Automated testing of deep-neural-network-driven autonomous cars Y Tian, K Pei, S Jana, B Ray 40th International Conference on Software Engineering (ICSE), 2018 | 1639 | 2018 |
| Certified robustness to adversarial examples with differential privacy M Lecuyer, V Atlidakis, R Geambasu, D Hsu, S Jana 2019 IEEE symposium on security and privacy (SP), 656-672, 2019 | 1114 | 2019 |
| The most dangerous code in the world: validating SSL certificates in non-browser software M Georgiev, S Iyengar, S Jana, R Anubhai, D Boneh, V Shmatikov Proceedings of the 2012 ACM conference on Computer and communications …, 2012 | 690 | 2012 |
| On the effectiveness of secret key extraction from wireless signal strength in real environments S Jana, SN Premnath, M Clark, SK Kasera, N Patwari, SV Krishnamurthy Proceedings of the 15th annual international conference on Mobile computing …, 2009 | 671 | 2009 |
| Formal Security Analysis of Neural Networks using Symbolic Intervals S Wang, K Pei, J Whitehouse, J Yang, S Jana 27th USENIX Security Symposium (USENIX Security 18), 2018 | 572 | 2018 |
| Efficient formal safety analysis of neural networks S Wang, K Pei, J Whitehouse, J Yang, S Jana NeuRIPS 2018, 2018 | 509 | 2018 |
| High-rate uncorrelated bit extraction for shared secret key generation from channel measurements N Patwari, J Croft, S Jana, SK Kasera IEEE Transactions on Mobile Computing 9 (1), 17-30, 2009 | 508 | 2009 |
| On fast and accurate detection of unauthorized wireless access points using clock skews S Jana, SK Kasera Proceedings of the 14th ACM international conference on Mobile computing and …, 2008 | 419 | 2008 |
| Secret key extraction from wireless signal strength in real environments SN Premnath, S Jana, J Croft, PL Gowda, M Clark, SK Kasera, N Patwari, ... IEEE Transactions on mobile Computing 12 (5), 917-930, 2012 | 376 | 2012 |
| NEUZZ: Efficient Fuzzing with Neural Program Smoothing D She, K Pei, D Epstein, J Yang, B Ray, S Jana Proceedings of the 40th IEEE Symposium on Security & Privacy, 2019 | 290 | 2019 |
| Beta-crown: Efficient bound propagation with per-neuron split constraints for neural network robustness verification S Wang, H Zhang, K Xu, X Lin, S Jana, CJ Hsieh, JZ Kolter Advances in Neural Information Processing Systems 34, 29909-29921, 2021 | 255 | 2021 |
| Using Frankencerts for Automated Adversarial Testing of Certificate Validation in SSL/TLS Implementations C Brubaker, S Jana, B Ray, S Khurshid, V Shmatikov IEEE Symposium on Security and Privacy 2014, 2014 | 241 | 2014 |
| SlowFuzz: Automated Domain-Independent Detection of Algorithmic Complexity Vulnerabilities T Petsios, J Zhao, AD Keromytis, S Jana Proceedings of the 2017 ACM conference on Computer and communications security, 2017 | 240 | 2017 |
| Hydra: Pruning adversarially robust neural networks V Sehwag, S Wang, P Mittal, S Jana Advances in Neural Information Processing Systems 33, 19655-19666, 2020 | 225 | 2020 |
| Memento: Learning Secrets from Process Footprints S Jana, V Shmatikov IEEE Symposium on Security and Privacy 2012, 2012 | 223 | 2012 |
| Password Managers: Attacks and Defenses D Silver, S Jana, E Chen, C Jackson, D Boneh 23rd USENIX Security Symposium (USENIX Security '14), 2014 | 205 | 2014 |
| Trustllm: Trustworthiness in large language models L Sun, Y Huang, H Wang, S Wu, Q Zhang, C Gao, Y Huang, W Lyu, ... arXiv preprint arXiv:2401.05561, 2024 | 201 | 2024 |
| Fast and complete: Enabling complete neural network verification with rapid and massively parallel incomplete verifiers K Xu, H Zhang, S Wang, Y Wang, S Jana, X Lin, CJ Hsieh arXiv preprint arXiv:2011.13824, 2020 | 198 | 2020 |
| A Scanner Darkly: Protecting User Privacy From Perceptual Applications S Jana, A Narayanan, V Shmatikov IEEE Symposium on Security and Privacy 2013, 2013 | 198 | 2013 |
Kexin PeiAssistant Professor, Computer Science, University of ChicagoVerified email at cs.uchicago.edu
