Ziv Katzir

According to our database, Ziv Katzir authored at least 10 papers between 2014 and 2022.

Collaborative distances:

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

2022

Not all datasets are born equal: On heterogeneous tabular data and adversarial examples.

Yael Mathov, Eden Levy, Ziv Katzir, Asaf Shabtai, Yuval Elovici

Knowl. Based Syst., 2022

2021

Gradients Cannot Be Tamed: Behind the Impossible Paradox of Blocking Targeted Adversarial Attacks.

Ziv Katzir, Yuval Elovici

IEEE Trans. Neural Networks Learn. Syst., 2021

Who's Afraid of Adversarial Transferability?

Ziv Katzir, Yuval Elovici

CoRR, 2021

2020

Not All Datasets Are Born Equal: On Heterogeneous Data and Adversarial Examples.

Eden Levy, Yael Mathov, Ziv Katzir, Asaf Shabtai, Yuval Elovici

CoRR, 2020

Adversarial robustness via stochastic regularization of neural activation sensitivity.

Gil Fidel, Ron Bitton, Ziv Katzir, Asaf Shabtai

CoRR, 2020

2019

Why Blocking Targeted Adversarial Perturbations Impairs the Ability to Learn.

Ziv Katzir, Yuval Elovici

CoRR, 2019

Detecting Adversarial Perturbations Through Spatial Behavior in Activation Spaces.

Ziv Katzir, Yuval Elovici

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Transfer Learning for User Action Identication in Mobile Apps via Encrypted Trafc Analysis.

Edita Grolman, Andrey Finkelshtein, Rami Puzis, Asaf Shabtai, Gershon Celniker, Ziv Katzir, Liron Rosenfeld

IEEE Intell. Syst., 2018

Quantifying the resilience of machine learning classifiers used for cyber security.

Ziv Katzir, Yuval Elovici

Expert Syst. Appl., 2018

2014

EduRank: A Collaborative Filtering Approach to Personalization in E-learning.

Avi Segal, Ziv Katzir, Kobi Gal, Guy Shani, Bracha Shapira

Proceedings of the 7th International Conference on Educational Data Mining, 2014