| 2021 | IJCNN | FOOD: Fast Out-Of-Distribution Detector. | Guy Amit, Moshe Levy, Ishai Rosenberg, Asaf Shabtai, Yuval Elovici |
| 2021 | IJCNN | Sequence Squeezing: A Defense Method Against Adversarial Examples for API Call-Based RNN Variants. | Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach |
| 2020 | ACSAC | Query-Efficient Black-Box Attack Against Sequence-Based Malware Classifiers. | Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach |
| 2020 | IJCNN | Generating End-to-End Adversarial Examples for Malware Classifiers Using Explainability. | Ishai Rosenberg, Shai Meir, Jonathan Berrebi, Ilay Gordon, Guillaume Sicard, Eli (Omid) David |
| 2018 | IJCNN | DeepOrigin: End-To-End Deep Learning For Detection Of New Malware Families. | Ilay Cordonsky, Ishai Rosenberg, Guillaume Sicard, Eli (Omid) David |
| 2018 | RAID | Generic Black-Box End-to-End Attack Against State of the Art API Call Based Malware Classifiers. | Ishai Rosenberg, Asaf Shabtai, Lior Rokach, Yuval Elovici |
| 2017 | ICANN | DeepAPT: Nation-State APT Attribution Using End-to-End Deep Neural Networks. | Ishai Rosenberg, Guillaume Sicard, Eli (Omid) David |
| 2016 | NSS | Evading System-Calls Based Intrusion Detection Systems. | Ishai Rosenberg, Ehud Gudes |
| 2016 | WISTP | Attacking and Defending Dynamic Analysis System-Calls Based IDS. | Ishai Rosenberg, Ehud Gudes |