Ishai Rosenberg
Ishai Rosenberg
Verified email at post.bgu.ac.il
Title
Cited by
Cited by
Year
Generic black-box end-to-end attack against state of the art API call based malware classifiers
I Rosenberg, A Shabtai, L Rokach, Y Elovici
International Symposium on Research in Attacks, Intrusions, and Defenses …, 2018
842018
Generic black-box end-to-end attack against rnns and other api calls based malware classifiers
I Rosenberg, A Shabtai, L Rokach, Y Elovici
arXiv preprint arXiv:1707.05970 282, 2017
442017
Defense methods against adversarial examples for recurrent neural networks
I Rosenberg, A Shabtai, Y Elovici, L Rokach
arXiv preprint arXiv:1901.09963, 2019
172019
Bypassing system calls–based intrusion detection systems
I Rosenberg, E Gudes
Concurrency and Computation: Practice and Experience 29 (16), e4023, 2017
152017
DeepAPT: nation-state APT attribution using end-to-end deep neural networks
I Rosenberg, G Sicard, EO David
International Conference on Artificial Neural Networks, 91-99, 2017
132017
End-to-end deep neural networks and transfer learning for automatic analysis of nation-state malware
I Rosenberg, G Sicard, EO David
Entropy 20 (5), 390, 2018
122018
Query-efficient black-box attack against sequence-based malware classifiers
I Rosenberg, A Shabtai, Y Elovici, L Rokach
Annual Computer Security Applications Conference, 611-626, 2020
112020
Leucadendron'Safari Sunset': Postharvest treatments to improve quality of cut foliage during prolonged sea shipment
S Philosoph-Hadas, Y Perzelan, I Rosenberg, S Droby, S Meir
Acta horticulturae 869, 207-218, 2010
92010
Low resource black-box end-to-end attack against state of the art API call based malware classifiers
I Rosenberg, A Shabtai, L Rokach, Y Elovici
arXiv preprint arXiv:1804.08778, 2018
82018
Methods and systems for malware detection
G Caspi, Y Neeman, D Cohen, N Maman, E David, I Rosenberg
US Patent 10,193,902, 2019
72019
Query-efficient gan based black-box attack against sequence based machine and deep learning classifiers
I Rosenberg, A Shabtai, Y Elovici, L Rokach
arXiv preprint arXiv:1804.08778, 2018
72018
Methods and systems for data traffic analysis
G Caspi, D Cohen, E David, N Maman, Y Neeman, I Rosenberg
US Patent 10,552,727, 2020
62020
Evading system-calls based intrusion detection systems
I Rosenberg, E Gudes
International Conference on Network and System Security, 200-216, 2016
62016
Generating end-to-end adversarial examples for malware classifiers using explainability
I Rosenberg, S Meir, J Berrebi, I Gordon, G Sicard, EO David
2020 International Joint Conference on Neural Networks (IJCNN), 1-10, 2020
52020
DeepOrigin: End-to-end deep learning for detection of new malware families
I Cordonsky, I Rosenberg, G Sicard, EO David
2018 International Joint Conference on Neural Networks (IJCNN), 1-7, 2018
52018
GLOD: Gaussian Likelihood Out of Distribution Detector
G Amit, M Levy, I Rosenberg, A Shabtai, Y Elovici
arXiv e-prints, arXiv: 2008.06856, 2020
32020
Advanced project in computer science: System-calls based dynamic analysis intrusion detection system with configurable machine-learning classifier
I Rosenberg
Tech. Rep., 0
2
Adversarial Machine Learning Attacks and Defense Methods in the Cyber Security Domain
I Rosenberg, A Shabtai, Y Elovici, L Rokach
ACM Computing Surveys (CSUR) 54 (5), 1-36, 2021
12021
Methods and systems for malware detection
G Caspi, Y Neeman, D Cohen, N Maman, E David, I Rosenberg
US Patent 10,609,050, 2020
12020
Attacking and Defending Dynamic Analysis System-Calls Based IDS
I Rosenberg, E Gudes
IFIP International Conference on Information Security Theory and Practice …, 2016
12016
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