Zobrazeno 1 - 10
of 16
pro vyhledávání: '"Sikha S. Bagui"'
Publikováno v:
Knowledge, Vol 4, Iss 1, Pp 96-119 (2024)
One of the major problems in classifying network attack tactics is the imbalanced nature of data. Typical network datasets have an extremely high percentage of normal or benign traffic and machine learners are skewed toward classes with more data; he
Externí odkaz:
https://doaj.org/article/2d54cb2d96fb4ffda3204e577fb2b1de
Publikováno v:
Computers, Vol 13, Iss 7, p 171 (2024)
This research leverages Memgraph, an open-source graph database, to analyze graph-based network data and apply Graph Neural Networks (GNNs) for a detailed classification of cyberattack tactics categorized by the MITRE ATT&CK framework. As part of gra
Externí odkaz:
https://doaj.org/article/e0e2e90c580e49efb0c80a5d5f910472
Publikováno v:
Information, Vol 15, Iss 7, p 404 (2024)
The novelty of this paper is in determining and using hyperparameters to improve the Extended Isolation Forest (EIF) algorithm, a relatively new algorithm, to detect malicious activities in network traffic. The EIF algorithm is a variation of the Iso
Externí odkaz:
https://doaj.org/article/7d1cca7e046b4fe3851d8dc539540b4b
Publikováno v:
Computers, Vol 12, Iss 10, p 204 (2023)
Machine Learning is widely used in cybersecurity for detecting network intrusions. Though network attacks are increasing steadily, the percentage of such attacks to actual network traffic is significantly less. And here lies the problem in training M
Externí odkaz:
https://doaj.org/article/656afec6c4ad40f2a628656443f68b73
Publikováno v:
Future Internet, Vol 15, Iss 7, p 236 (2023)
There has been a great deal of research in the area of using graph engines and graph databases to model network traffic and network attacks, but the novelty of this research lies in visually or graphically representing the Reconnaissance Tactic (TA00
Externí odkaz:
https://doaj.org/article/35e0361cf5b24e6b8eb6e1337e789099
Autor:
Carlo Marioi Bertoncelli, Domenico Bertoncelli, Sikha S. Bagui, Subhash C. Bagui, Stefania Costantini, Federico Solla
Publikováno v:
Diagnostics, Vol 13, Iss 12, p 2126 (2023)
Insufficient postural control and trunk instability are serious concerns in children with cerebral palsy (CP). We implemented a predictive model to identify factors associated with postural impairments such as spastic or hypotonic truncal tone (TT) i
Externí odkaz:
https://doaj.org/article/1111f4abe0144311b2a59423087b4ae1
Autor:
Sikha S. Bagui, Dustin Mink, Subhash C. Bagui, Tirthankar Ghosh, Russel Plenkers, Tom McElroy, Stephan Dulaney, Sajida Shabanali
Publikováno v:
Data, Vol 8, Iss 1, p 18 (2023)
With the rapid rate at which networking technologies are changing, there is a need to regularly update network activity datasets to accurately reflect the current state of network infrastructure/traffic. The uniqueness of this work was that this was
Externí odkaz:
https://doaj.org/article/408d9297a4a447b184ef9d376a20ff44
Publikováno v:
Future Internet; Volume 15; Issue 7; Pages: 236
There has been a great deal of research in the area of using graph engines and graph databases to model network traffic and network attacks, but the novelty of this research lies in visually or graphically representing the Reconnaissance Tactic (TA00
Autor:
Solla, Carlo Marioi Bertoncelli, Domenico Bertoncelli, Sikha S. Bagui, Subhash C. Bagui, Stefania Costantini, Federico
Publikováno v:
Diagnostics; Volume 13; Issue 12; Pages: 2126
Insufficient postural control and trunk instability are serious concerns in children with cerebral palsy (CP). We implemented a predictive model to identify factors associated with postural impairments such as spastic or hypotonic truncal tone (TT) i
Autor:
Bertoncelli CM; Department of Computer Science, Hal Marcus College of Science & Engineering, University of West Florida, Pensacola, FL 32514, USA.; EEAP H Germain and Department of Pediatric Orthopaedic Surgery, Lenval Foundation, University Pediatric Hospital of Nice, 06000 Nice, France.; Department of Information Engineering Computer Science and Mathematics, Computer Science and Mathematics, University of L'Aquila, 67100 L'Aquila, Italy., Latalski M; Children Orthopaedic Department, Medical University, 20-059 Lublin, Poland., Bertoncelli D; Department of Computer Science, Hal Marcus College of Science & Engineering, University of West Florida, Pensacola, FL 32514, USA.; Department of Information Engineering Computer Science and Mathematics, Computer Science and Mathematics, University of L'Aquila, 67100 L'Aquila, Italy., Bagui S; Department of Computer Science, Hal Marcus College of Science & Engineering, University of West Florida, Pensacola, FL 32514, USA., Bagui SC; Department of Computer Science, Hal Marcus College of Science & Engineering, University of West Florida, Pensacola, FL 32514, USA., Gautier D; EEAP H Germain and Department of Pediatric Orthopaedic Surgery, Lenval Foundation, University Pediatric Hospital of Nice, 06000 Nice, France., Solla F; EEAP H Germain and Department of Pediatric Orthopaedic Surgery, Lenval Foundation, University Pediatric Hospital of Nice, 06000 Nice, France.
Publikováno v:
Toxins [Toxins (Basel)] 2022 Dec 28; Vol. 15 (1). Date of Electronic Publication: 2022 Dec 28.