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David Berend
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Cats are not fish: Deep learning testing calls for out-of-distribution awareness
D Berend, X Xie, L Ma, L Zhou, Y Liu, C Xu, J Zhao
Proceedings of the 35th IEEE/ACM International Conference on Automated …, 2020
302020
There goes your PIN: exploiting smartphone sensor fusion under single and cross user setting
D Berend, S Bhasin, B Jungk
Proceedings of the 13th International Conference on Availability …, 2018
82018
Tantra: Timing-based adversarial network traffic reshaping attack
Y Sharon, D Berend, Y Liu, A Shabtai, Y Elovici
IEEE Transactions on Information Forensics and Security 17, 3225-3237, 2022
52022
Fair and accurate age prediction using distribution aware data curation and augmentation
Y Cao, D Berend, P Tolmach, G Amit, M Levy, Y Liu, A Shabtai, Y Elovici
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022
42022
Distribution awareness for AI system testing
D Berend
2021 IEEE/ACM 43rd International Conference on Software Engineering …, 2021
32021
An empirical study on robustness of DNNs with out-of-distribution awareness
L Zhou, B Yu, D Berend, X Xie, X Li, J Zhao, X Liu
2020 27th Asia-Pacific Software Engineering Conference (APSEC), 266-275, 2020
22020
Guessing your PIN right: Unlocking smartphones with publicly available sensor data
D Berend, B Jungk, S Bhasin
2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 363-368, 2018
22018
Being Single Has Benefits. Instance Poisoning to Deceive Malware Classifiers
T Shapira, D Berend, I Rosenberg, Y Liu, A Shabtai, Y Elovici
arXiv preprint arXiv:2010.16323, 2020
2020
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