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ORCIDIshai Rosenberg
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2020 – today
- 2022
[j3]Ishai Rosenberg
, Asaf Shabtai, Yuval Elovici, Lior Rokach:
Adversarial Machine Learning Attacks and Defense Methods in the Cyber Security Domain. ACM Comput. Surv. 54(5): 108:1-108:36 (2022)- 2021
- [c10]Guy Amit, Moshe Levy, Ishai Rosenberg, Asaf Shabtai, Yuval Elovici:
FOOD: Fast Out-Of-Distribution Detector. IJCNN 2021: 1-8 - [c9]Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach:
Sequence Squeezing: A Defense Method Against Adversarial Examples for API Call-Based RNN Variants. IJCNN 2021: 1-10 - 2020
- [c8]Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach:
Query-Efficient Black-Box Attack Against Sequence-Based Malware Classifiers. ACSAC 2020: 611-626 - [c7]Amiel Meiseles, Ishai Rosenberg, Yair Motro, Lior Rokach, Jacob Moran-Gilad:
Adversarial Vulnerability of Deep Learning Models in Analyzing Next Generation Sequencing Data. BIBM 2020: 464-468 - [c6]Ishai Rosenberg, Shai Meir, Jonathan Berrebi, Ilay Gordon, Guillaume Sicard, Eli (Omid) David:
Generating End-to-End Adversarial Examples for Malware Classifiers Using Explainability. IJCNN 2020: 1-10 - [i11]Guy Amit, Ishai Rosenberg, Moshe Levy, Ron Bitton, Asaf Shabtai, Yuval Elovici:
Neural Network Representation Control: Gaussian Isolation Machines and CVC Regularization. CoRR abs/2002.02176 (2020) - [i10]Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach:
Adversarial Learning in the Cyber Security Domain. CoRR abs/2007.02407 (2020) - [i9]Guy Amit, Moshe Levy, Ishai Rosenberg, Asaf Shabtai, Yuval Elovici:
GLOD: Gaussian Likelihood Out of Distribution Detector. CoRR abs/2008.06856 (2020) - [i8]Ishai Rosenberg, Shai Meir, Jonathan Berrebi, Ilay Gordon, Guillaume Sicard, Eli David:
Generating End-to-End Adversarial Examples for Malware Classifiers Using Explainability. CoRR abs/2009.13243 (2020) - [i7]Tzvika Shapira, David Berend, Ishai Rosenberg, Yang Liu, Asaf Shabtai, Yuval Elovici:
Being Single Has Benefits. Instance Poisoning to Deceive Malware Classifiers. CoRR abs/2010.16323 (2020)
2010 – 2019
- 2019
- [i6]Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach:
Defense Methods Against Adversarial Examples for Recurrent Neural Networks. CoRR abs/1901.09963 (2019) - [i5]Ishai Rosenberg, Guillaume Sicard, Eli David:
End-to-End Deep Neural Networks and Transfer Learning for Automatic Analysis of Nation-State Malware. CoRR abs/1912.01493 (2019) - 2018
- [j2]Ishai Rosenberg, Guillaume Sicard, Eli (Omid) David:
End-to-End Deep Neural Networks and Transfer Learning for Automatic Analysis of Nation-State Malware. Entropy 20(5): 390 (2018) - [c5]Ilay Cordonsky, Ishai Rosenberg, Guillaume Sicard, Eli (Omid) David:
DeepOrigin: End-To-End Deep Learning For Detection Of New Malware Families. IJCNN 2018: 1-7 - [c4]Ishai Rosenberg, Asaf Shabtai, Lior Rokach, Yuval Elovici:
Generic Black-Box End-to-End Attack Against State of the Art API Call Based Malware Classifiers. RAID 2018: 490-510 - [i4]Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach:
Low Resource Black-Box End-to-End Attack Against State of the Art API Call Based Malware Classifiers. CoRR abs/1804.08778 (2018) - [i3]Ilay Cordonsky, Ishai Rosenberg, Guillaume Sicard, Eli David:
DeepOrigin: End-to-End Deep Learning for Detection of New Malware Families. CoRR abs/1809.08479 (2018) - 2017
- [j1]Ishai Rosenberg, Ehud Gudes:
Bypassing system calls-based intrusion detection systems. Concurr. Comput. Pract. Exp. 29(16) (2017) - [c3]Ishai Rosenberg, Guillaume Sicard, Eli (Omid) David:
DeepAPT: Nation-State APT Attribution Using End-to-End Deep Neural Networks. ICANN (2) 2017: 91-99 - [i2]Ishai Rosenberg, Asaf Shabtai, Lior Rokach, Yuval Elovici:
Generic Black-Box End-to-End Attack against RNNs and Other API Calls Based Malware Classifiers. CoRR abs/1707.05970 (2017) - [i1]Ishai Rosenberg, Guillaume Sicard, Eli David:
DeepAPT: Nation-State APT Attribution Using End-to-End Deep Neural Networks. CoRR abs/1711.09666 (2017) - 2016
- [c2]Ishai Rosenberg, Ehud Gudes:
Evading System-Calls Based Intrusion Detection Systems. NSS 2016: 200-216 - [c1]Ishai Rosenberg, Ehud Gudes:
Attacking and Defending Dynamic Analysis System-Calls Based IDS. WISTP 2016: 103-119
Coauthor Index
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