David Berend

According to our database, David Berend authored at least 10 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Evaluating & enhancing deep learning systems via out-of-distribution detection

David Berend

PhD thesis, 2022

TANTRA: Timing-Based Adversarial Network Traffic Reshaping Attack.

Yam Sharon, David Berend, Yang Liu, Asaf Shabtai, Yuval Elovici

IEEE Trans. Inf. Forensics Secur., 2022

Fair and accurate age prediction using distribution aware data curation and augmentation.

Yushi Cao, David Berend, Palina Tolmach, Guy Amit, Moshe Levy, Yang Liu, Asaf Shabtai, Yuval Elovici

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

2021

Distribution Awareness for AI System Testing.

David Berend

Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering: Companion Proceedings, 2021

2020

Being Single Has Benefits. Instance Poisoning to Deceive Malware Classifiers.

Tzvika Shapira, David Berend, Ishai Rosenberg, Yang Liu, Asaf Shabtai, Yuval Elovici

CoRR, 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

CoRR, 2020

Cats Are Not Fish: Deep Learning Testing Calls for Out-Of-Distribution Awareness.

David Berend, Xiaofei Xie, Lei Ma, Lingjun Zhou, Yang Liu, Chi Xu, Jianjun Zhao

Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

An Empirical Study on Robustness of DNNs with Out-of-Distribution Awareness.

Lingjun Zhou, Bing Yu, David Berend, Xiaofei Xie, Xiaohong Li, Jianjun Zhao, Xusheng Liu

Proceedings of the 27th Asia-Pacific Software Engineering Conference, 2020

2018

Guessing Your PIN Right: Unlocking Smartphones with Publicly Available Sensor Data.

David Berend, Bernhard Jungk, Shivam Bhasin

Proceedings of the 2018 IEEE Computer Society Annual Symposium on VLSI, 2018

2017

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