Results 81 to 90 of about 1,698,950 (218)
Preprint Big City 3D Visual Analysis [PDF]
This is the preprint version of our paper on EUROGRAPHICS 2015. A big city visual analysis platform based on Web Virtual Reality Geographical Information System (WEBVRGIS) is presented. Extensive model editing functions and spatial analysis functions are available, including terrain analysis, spatial analysis, sunlight analysis, traffic analysis ...
arxiv
On the Performance of Convolutional Neural Networks for Side-Channel Analysis [PDF]
In this paper, we ask a question whether convolutional neural networks are more suitable for SCA scenarios than some other machine learning techniques, and if yes, in what situations. Our results point that convolutional neural networks indeed outperforms machine learning in several scenarios when considering accuracy.
Legay, Axel+6 more
openaire +4 more sources
Efficient Side-Channel Protections of ARX Ciphers
The current state of the art of Boolean masking for the modular addition operation in software has a very high performance overhead. Firstly, the instruction count is very high compared to a normal addition operation.
Bernhard Jungk+2 more
doaj +1 more source
A proposed solution for analysis management in high energy physics [PDF]
This paper presents an architecture for the analysis management in high energy physics experiments. Some new concepts on data analysis are introduced. A protocol for organizing and operating an analysis is raised. A toolkit following this architecture is developed, which provides a solution of analysis management with both flexibility and ...
arxiv
Ransomware Classification Using Hardware Performance Counters on a Non-Virtualized System
Ransomware is a type of malicious software designed to encrypt a user’s important data for the purpose of extortion, with a global annual impact of billions of dollars in damages.
Jennie E. Hill+5 more
doaj +1 more source
Side-channel analysis and machine learning: A practical perspective
The field of side-channel analysis has made significant progress over time. Side-channel analysis is now used in practice in design companies as well as in test laboratories, and the security of products against side-channel attacks has significantly improved.
Picek, Stjepan+6 more
openaire +4 more sources
CPSGD: A Novel Optimization Algorithm and Its Application in Side-Channel Analysis
In recent years, side-channel analysis based on deep learning has garnered significant attention from researchers. A pivotal reason for this lies in the fact that deep learning-based side-channel analysis requires minimal preprocessing of side-channel ...
Yifan Zhang+3 more
doaj +1 more source
A Information-Theoretic Approach to Side-channel Analysis
Side-channels are unanticipated information flows that present a significant threatto security of systems. Quantitative analyses are required to measure the rate ofinformation leakage and the accuracy of information learned through side-channelattacks.
openaire +3 more sources
Second-Order Side-Channel Analysis Based on Orthogonal Transform Nonlinear Regression. [PDF]
Jiang Z, Ding Q.
europepmc +1 more source
Rational Competitive Analysis [PDF]
Much work in computer science has adopted competitive analysis as a tool for decision making under uncertainty. In this work we extend competitive analysis to the context of multi-agent systems. Unlike classical competitive analysis where the behavior of an agent's environment is taken to be arbitrary, we consider the case where an agent's environment ...
arxiv