Ishai Rosenberg

24 papers A 2B 5C 1Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2022 J jnl
Adversarial Machine Learning Attacks and Defense Methods in the Cyber Security Domain.
ACM Comput. Surv.
Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach
2021 B conf
FOOD: Fast Out-Of-Distribution Detector.
IJCNN
Guy Amit, Moshe Levy, Ishai Rosenberg, Asaf Shabtai, Yuval Elovici
2021 B conf
Sequence Squeezing: A Defense Method Against Adversarial Examples for API Call-Based RNN Variants.
IJCNN
Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach
2020 J jnl
Adversarial Learning in the Cyber Security Domain.
CoRR
Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach
2020 — conf
Adversarial Vulnerability of Deep Learning Models in Analyzing Next Generation Sequencing Data.
BIBM
Amiel Meiseles, Ishai Rosenberg, Yair Motro, Lior Rokach, Jacob Moran-Gilad
2020 J jnl
Being Single Has Benefits. Instance Poisoning to Deceive Malware Classifiers.
CoRR
Tzvika Shapira, David Berend, Ishai Rosenberg, Yang Liu, Asaf Shabtai, Yuval Elovici
2020 J jnl
GLOD: Gaussian Likelihood Out of Distribution Detector.
CoRR
Guy Amit, Moshe Levy, Ishai Rosenberg, Asaf Shabtai, Yuval Elovici
2020 B conf
Generating End-to-End Adversarial Examples for Malware Classifiers Using Explainability.
IJCNN
Ishai Rosenberg, Shai Meir, Jonathan Berrebi, Ilay Gordon, Guillaume Sicard, Eli (Omid) David
2020 J jnl
Generating End-to-End Adversarial Examples for Malware Classifiers Using Explainability.
CoRR
Ishai Rosenberg, Shai Meir, Jonathan Berrebi, Ilay Gordon, Guillaume Sicard, Eli David
2020 J jnl
Neural Network Representation Control: Gaussian Isolation Machines and CVC Regularization.
CoRR
Guy Amit, Ishai Rosenberg, Moshe Levy, Ron Bitton, Asaf Shabtai, Yuval Elovici
2020 A conf
Query-Efficient Black-Box Attack Against Sequence-Based Malware Classifiers.
ACSAC
Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach
2019 J jnl
Defense Methods Against Adversarial Examples for Recurrent Neural Networks.
CoRR
Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach
2019 J jnl
End-to-End Deep Neural Networks and Transfer Learning for Automatic Analysis of Nation-State Malware.
CoRR
Ishai Rosenberg, Guillaume Sicard, Eli David
2018 B conf
DeepOrigin: End-To-End Deep Learning For Detection Of New Malware Families.
IJCNN
Ilay Cordonsky, Ishai Rosenberg, Guillaume Sicard, Eli (Omid) David
2018 J jnl
DeepOrigin: End-to-End Deep Learning for Detection of New Malware Families.
CoRR
Ilay Cordonsky, Ishai Rosenberg, Guillaume Sicard, Eli David
2018 J jnl
End-to-End Deep Neural Networks and Transfer Learning for Automatic Analysis of Nation-State Malware.
Entropy
Ishai Rosenberg, Guillaume Sicard, Eli (Omid) David
2018 A conf
Generic Black-Box End-to-End Attack Against State of the Art API Call Based Malware Classifiers.
RAID
Ishai Rosenberg, Asaf Shabtai, Lior Rokach, Yuval Elovici
2018 J jnl
Low Resource Black-Box End-to-End Attack Against State of the Art API Call Based Malware Classifiers.
CoRR
Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach
2017 J jnl
Bypassing system calls-based intrusion detection systems.
Concurr. Comput. Pract. Exp.
Ishai Rosenberg, Ehud Gudes
2017 — conf
DeepAPT: Nation-State APT Attribution Using End-to-End Deep Neural Networks.
ICANN (2)
Ishai Rosenberg, Guillaume Sicard, Eli (Omid) David
2017 J jnl
DeepAPT: Nation-State APT Attribution Using End-to-End Deep Neural Networks.
CoRR
Ishai Rosenberg, Guillaume Sicard, Eli David
2017 J jnl
Generic Black-Box End-to-End Attack against RNNs and Other API Calls Based Malware Classifiers.
CoRR
Ishai Rosenberg, Asaf Shabtai, Lior Rokach, Yuval Elovici
2016 C conf
Attacking and Defending Dynamic Analysis System-Calls Based IDS.
WISTP
Ishai Rosenberg, Ehud Gudes
2016 B conf
Evading System-Calls Based Intrusion Detection Systems.
NSS
Ishai Rosenberg, Ehud Gudes