David Berend - RankMe

13 papers A* 1A 1B 1C 1Journal 6Unranked 2

Year	Rank	Type	Title / Venue / Authors
2022	—	`—`	Evaluating & enhancing deep learning systems via out-of-distribution detection David Berend
2022	A	`conf`	Fair and accurate age prediction using distribution aware data curation and augmentation. WACV Yushi Cao, David Berend, Palina Tolmach, Guy Amit, Moshe Levy, Yang Liu, Asaf Shabtai, Yuval Elovici
2022	J	`jnl`	TANTRA: Timing-Based Adversarial Network Traffic Reshaping Attack. IEEE Trans. Inf. Forensics Secur. Yam Sharon, David Berend, Yang Liu, Asaf Shabtai, Yuval Elovici
2021	—	`conf`	Distribution Awareness for AI System Testing. ICSE (Companion Volume) David Berend
2021	J	`jnl`	Distribution Awareness for AI System Testing. CoRR David Berend
2021	J	`jnl`	TANTRA: Timing-Based Adversarial Network Traffic Reshaping Attack. CoRR Yam Sharon, David Berend, Yang Liu, Asaf Shabtai, Yuval Elovici
2020	C	`conf`	An Empirical Study on Robustness of DNNs with Out-of-Distribution Awareness. APSEC Lingjun Zhou, Bing Yu, David Berend, Xiaofei Xie, Xiaohong Li, Jianjun Zhao, Xusheng Liu
2020	J	`jnl`	Being Single Has Benefits. Instance Poisoning to Deceive Malware Classifiers. CoRR Tzvika Shapira, David Berend, Ishai Rosenberg, Yang Liu, Asaf Shabtai, Yuval Elovici
2020	A*	`conf`	Cats Are Not Fish: Deep Learning Testing Calls for Out-Of-Distribution Awareness. ASE David Berend, Xiaofei Xie, Lei Ma, Lingjun Zhou, Yang Liu, Chi Xu, Jianjun Zhao
2020	J	`jnl`	Fairness Matters - A Data-Driven Framework Towards Fair and High Performing Facial Recognition Systems. CoRR Yushi Cao, David Berend, Palina Tolmach, Moshe Levy, Guy Amit, Asaf Shabtai, Yuval Elovici, Yang Liu
2018	—	`conf`	Guessing Your PIN Right: Unlocking Smartphones with Publicly Available Sensor Data. ISVLSI David Berend, Bernhard Jungk, Shivam Bhasin
2018	B	`conf`	There Goes Your PIN: Exploiting Smartphone Sensor Fusion Under Single and Cross User Setting. ARES David Berend, Shivam Bhasin, Bernhard Jungk
2017	J	`jnl`	There Goes Your PIN: Exploiting Smartphone Sensor Fusion Under Single and Cross User Setting. IACR Cryptol. ePrint Arch. David Berend, Bernhard Jungk, Shivam Bhasin