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08/07/2023
Recoverable and Detectable Self-Implementations of Swap
Recoverable algorithms tolerate failures and recoveries of processes by ...
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04/25/2022
NVM-ESR: Using Non-Volatile Memory in Exact State Reconstruction of Preconditioned Conjugate Gradient
HPC systems are a critical resource for scientific research and advanced...
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03/25/2022
Machine-Learning Based Objective Function Selection for Community Detection
NECTAR, a Node-centric ovErlapping Community deTection AlgoRithm, presen...
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09/05/2021
Assessing the Use Cases of Persistent Memory in High-Performance Scientific Computing
As the High Performance Computing world moves towards the Exa-Scale era,...
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05/29/2021
BPFroid: Robust Real Time Android Malware Detection Framework
We present BPFroid – a novel dynamic analysis framework for Android that...
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05/25/2021
Execution of NVRAM Programs with Persistent Stack
Non-Volatile Random Access Memory (NVRAM) is a novel type of hardware th...
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04/20/2021
Upper and Lower Bounds for Deterministic Approximate Objects
Relaxing the sequential specification of shared objects has been propose...
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03/30/2021
Early Detection of In-Memory Malicious Activity based on Run-time Environmental Features
In recent years malware has become increasingly sophisticated and diffic...
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12/23/2020
Flat-Combining-Based Persistent Data Structures for Non-Volatile Memory
Flat combining (FC) is a synchronization paradigm in which a single thre...
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08/04/2020
DAEMON: Dataset-Agnostic Explainable Malware Classification Using Multi-Stage Feature Mining
Numerous metamorphic and polymorphic malicious variants are generated au...
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04/10/2020
Towards Realistic Byzantine-Robust Federated Learning
Federated Learning (FL) is a distributed machine learning paradigm where...
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02/26/2020
Upper and Lower Bounds on the Space Complexity of Detectable Object
The emergence of systems with non-volatile main memory (NVM) increases t...
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05/31/2019
Tracking in Order to Recover: Recoverable Lock-Free Data Structures
We present the tracking approach for deriving recoverable implementation...
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05/23/2019
Detecting Malicious PowerShell Scripts Using Contextual Embeddings
PowerShell is a command line shell, that is widely used in organizations...
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04/11/2018