David Berend

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 12

Top Topics

Uniformly Distributed

Network Traffic Data

Traffic Patterns

Top Venues

IACR Cryptol. ePrint Arch.

Publications

Yam Sharon, David Berend, Yang Liu, Asaf Shabtai, Yuval Elovici
TANTRA: Timing-Based Adversarial Network Traffic Reshaping Attack. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Yushi Cao, David Berend, Palina Tolmach, Guy Amit, Moshe Levy, Yang Liu, Asaf Shabtai, Yuval Elovici
Fair and accurate age prediction using distribution aware data curation and augmentation. WACV (2022)
David Berend
Distribution Awareness for AI System Testing. ICSE (Companion Volume) (2021)
Yam Sharon, David Berend, Yang Liu, Asaf Shabtai, Yuval Elovici
TANTRA: Timing-Based Adversarial Network Traffic Reshaping Attack. CoRR (2021)
David Berend
Distribution Awareness for AI System Testing. CoRR (2021)
Tzvika Shapira, David Berend, Ishai Rosenberg, Yang Liu, Asaf Shabtai, Yuval Elovici
Being Single Has Benefits. Instance Poisoning to Deceive Malware Classifiers. CoRR (2020)
Lingjun Zhou, Bing Yu, David Berend, Xiaofei Xie, Xiaohong Li, Jianjun Zhao, Xusheng Liu
An Empirical Study on Robustness of DNNs with Out-of-Distribution Awareness. APSEC (2020)
David Berend, Xiaofei Xie, Lei Ma, Lingjun Zhou, Yang Liu, Chi Xu, Jianjun Zhao
Cats Are Not Fish: Deep Learning Testing Calls for Out-Of-Distribution Awareness. ASE (2020)
Yushi Cao, David Berend, Palina Tolmach, Moshe Levy, Guy Amit, Asaf Shabtai, Yuval Elovici, Yang Liu
Fairness Matters - A Data-Driven Framework Towards Fair and High Performing Facial Recognition Systems. CoRR (2020)
David Berend, Shivam Bhasin, Bernhard Jungk
There Goes Your PIN: Exploiting Smartphone Sensor Fusion Under Single and Cross User Setting. ARES (2018)
David Berend, Bernhard Jungk, Shivam Bhasin
Guessing Your PIN Right: Unlocking Smartphones with Publicly Available Sensor Data. ISVLSI (2018)
David Berend, Bernhard Jungk, Shivam Bhasin
There Goes Your PIN: Exploiting Smartphone Sensor Fusion Under Single and Cross User Setting. IACR Cryptol. ePrint Arch. 2017 (2017)