1 code implementation • 25 Mar 2022 • Asa Bornstein, Amir Rubin, Danny Hendler
In this work, we present NECTAR-ML, an extension of the NECTAR algorithm that uses a machine-learning based model for automating the selection of the objective function, trained and evaluated on a dataset of 15, 755 synthetic and 7 real-world networks.
no code implementations • 30 Mar 2021 • Dorel Yaffe, Danny Hendler
We present a novel end-to-end solution for in-memory malicious activity detection done prior to exploitation by leveraging machine learning capabilities based on data from unique run-time logs, which are carefully curated in order to detect malicious activity in the memory of protected processes.
no code implementations • 23 Dec 2020 • Matan Rusanovsky, Ohad Ben-Baruch, Danny Hendler, Pedro Ramalhete
Flat combining (FC) is a synchronization paradigm in which a single thread, holding a global lock, collects requests by multiple threads for accessing a concurrent data structure and applies their combined requests to it.
Distributed, Parallel, and Cluster Computing Operating Systems
1 code implementation • 4 Aug 2020 • Ron Korine, Danny Hendler
Moreover, malware classification facilitates determining which of the newly discovered variants should undergo manual analysis by a security expert, in order to determine whether they belong to a new family (e. g., one whose members exploit a zero-day vulnerability) or are simply the result of a concept drift within a known malicious family.
1 code implementation • 10 Apr 2020 • Amit Portnoy, Yoav Tirosh, Danny Hendler
Federated Learning(FL) is a distributed machine learning paradigm where data is distributed among clients who collaboratively train a model in a computation process coordinated by a central server.
no code implementations • 23 May 2019 • Amir Rubin, Shay Kels, Danny Hendler
In this work, we conduct the first study of malicious PowerShell code detection using the information made available by AMSI.
no code implementations • 11 Apr 2018 • Danny Hendler, Shay Kels, Amir Rubin
Microsoft's PowerShell is a command-line shell and scripting language that is installed by default on Windows machines.
1 code implementation • 6 Jul 2016 • Yehonatan Cohen, Danny Hendler, Amir Rubin
We present NECTAR, a community detection algorithm that generalizes Louvain method's local search heuristic for overlapping community structures.
Social and Information Networks Physics and Society
1 code implementation • 30 Jun 2011 • Gal Bar-Nissan, Danny Hendler, Adi Suissa
Software combining, on the other hand, is effective when colliding operations have identical semantics: when a pair of threads performing operations with identical semantics collide, the task of performing the combined set of operations is delegated to one of the threads and the other thread waits for its operation(s) to be performed.
Distributed, Parallel, and Cluster Computing