Browsing "Faculty of Computer Science and Engineering" by Subject
Showing results 911 to 930 of 1282
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- Organization, complex networks, organizational network models, measurements, organizational network analysis 1
- Our research focuses on attacking Ascon, a lightweight block cipher presented as a candidate in the NIST Lightweight Cryptography Standardization Process. This block cipher provides authenticated encryption with associated data functionalities. We propose a cryptanalysis model based on deep learning (DL), where the goal is to predict plaintext bits given knowledge of the ciphertext and other publicly known cipher input parameters. Our experiments show that such knownplaintext attacks can be successfully executed on a round reduced version of the cipher stripped of the finalization phase. This, in turn, validates the theoretical results. Cryptographic algorithms are complex for the purpose of security and cannot be easily broken by an ML model in their regular form (not reduced). We explore multiple dataset generation techniques, model design, and training hyperparameters. 1
- Oxygen saturation 4
- P2P, streaming, VoD, popularity, cost, scalability 1
- Page stream segmentation, section segmentation, Donut, intelligent document processing, deep learning 1
- Parallel Coordinates, exploratory data analysis, multivariate visualization 1
- Part-of-speech tagging, TnT tagger, Cyclic dependency network, Guided learning for bidirectional sequence classification, Dynamic features induction 1
- Participatory sensing, mobile computing, context-aware, location based 1
- patient; cardiac; report; tracking; mobile applications 1
- payment scheme 1
- Pedestrian modeling · Bayesian inference · Multi-agent simulation 1
- Peer-assisted streaming · VoD · Stochastic model · Failures · Performance 1
- Performance evaluation 1
- performance evaluation, back-end, Java, Python, Kotlin, PHP 1
- Performance Measurement, Multicore processors, MPI, OpenMP, Java, C#, Threading 1
- Perineal injury, Vaginal delivery, Newborn, Mother, Cut-off value 1
- PERSISTENT HOMOLOGY, TOPOLOGICAL DATA ANALYSIS, ALGEBRAIC TOPOLOGY, DATA SCIENCE, COMPUTATIONAL TOPOLOGY 2
- personal data, privacy, security, public enterprises, private enterprise 1
- Personal health care system . Social network . Collaborative techniques . Classification algorithms 1
- Personal health care system, Mobile application, Social network 1