There Goes Your PIN: Exploiting Smartphone Sensor Fusion Under Single and Cross User Setting. - David Berend; Bernhard Jungk; Shivam Bhasin (IACR Cryptol. ePrint Arch., 2017)

Guessing Your PIN Right: Unlocking Smartphones with Publicly Available Sensor Data. - David Berend; Bernhard Jungk; Shivam Bhasin (ISVLSI, 2018)

An Empirical Study on Robustness of DNNs with Out-of-Distribution Awareness. - Lingjun Zhou; Bing Yu; David Berend; Xiaofei Xie; Xiaohong Li 001; Jianjun Zhao 001; Xusheng Liu (APSEC, 2020)

Cats Are Not Fish: Deep Learning Testing Calls for Out-Of-Distribution Awareness. - David Berend; Xiaofei Xie; Lei Ma 003; Lingjun Zhou; Yang Liu 003; Chi Xu; Jianjun Zhao 001 (ASE, 2020)

Fairness Matters - A Data-Driven Framework Towards Fair and High Performing Facial Recognition Systems. - Yushi Cao; David Berend; Palina Tolmach; Moshe Levy; Guy Amit; Asaf Shabtai; Yuval Elovici; Yang Liu 003 (CoRR, 2020)

Being Single Has Benefits. Instance Poisoning to Deceive Malware Classifiers. - Tzvika Shapira; David Berend; Ishai Rosenberg; Yang Liu 003; Asaf Shabtai; Yuval Elovici (CoRR, 2020)

Distribution Awareness for AI System Testing. - David Berend (ICSE (Companion Volume), 2021)

Fair and accurate age prediction using distribution aware data curation and augmentation. - Yushi Cao; David Berend; Palina Tolmach; Guy Amit; Moshe Levy; Yang Liu 003; Asaf Shabtai; Yuval Elovici (WACV, 2022)

TANTRA: Timing-Based Adversarial Network Traffic Reshaping Attack. - Yam Sharon; David Berend; Yang Liu 003; Asaf Shabtai; Yuval Elovici (IEEE Trans. Inf. Forensics Secur., 2022)

Evaluating & enhancing deep learning systems via out-of-distribution detection - David Berend (2022)