Search Results - File Classification

Optimizing forensic file classification: enhancing SFCS with β k hyperparameter tuning by Joseph, D. Paul, Perumal, Viswanathan

“… j into file classification systems, classification models converge to local optima with O(n log n* |V|) time complexity…”
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A novel file system supporting rich file classification by Albadri, Nehad, Dekeyser, Stijn

“…Existing implementations of file systems often seem to be made on an ad hoc and implicit basis…”
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Fragments‐Expert: A graphical user interface MATLAB toolbox for classification of file fragments by Teimouri, Mehdi, Seyedghorban, Zahra, Amirjani, Fatemeh

“…Summary The classification of file fragments of various file formats is an essential task in various applications such as firewalls, intrusion detection systems, antiviruses, web content filtering, and digital forensics…”
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Dataset for file fragment classification of textual file formats by Mansouri Hanis, Fatemeh, Teimouri, Mehdi

“…Objectives Classification of textual file formats is a topic of interest in network forensics…”
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Dataset for file fragment classification of audio file formats by Khodadadi, Atieh, Teimouri, Mehdi

“…Objectives File fragment classification of audio file formats is a topic of interest in network forensics…”
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Dataset for file fragment classification of image file formats by Fakouri, Reyhane, Teimouri, Mehdi

“…Objectives File fragment classification of image file formats is a topic of interest in network forensics…”
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Dataset for file fragment classification of video file formats by Sadeghi, Narges, Fahiminia, Mohadeseh, Teimouri, Mehdi

“…Objectives File fragment classification of video file formats is a topic of interest in network forensics…”
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Exploring Function Call Graph Vectorization and File Statistical Features in Malicious PE File Classification by Zhang, Yipin, Chang, Xiaolin, Lin, Yuzhou, Misic, Jelena, Misic, Vojislav B.

“…) files have been proposed to achieve automated classification. Recently, function call graph (FCG) vectorization (FCGV…”
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Enhanced capsule network‐based executable files malware detection and classification—deep learning approach by Shelar, Manoj D., Rao, S. Srinivasa

“…Summary Malware has considerably increased recently, posing a serious security danger to both people and enterprises. In order to distinguish and stop the…”
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The Usage of Template Mining in Log File Classification by Marjai, Peter, Kiss, Attila

“… The classification of log files is important for several reasons like resource optimization, compliance and auditing, automation and analysis, or understanding the general system health…”
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ISAC's classification results file format by Spidlen, Josef, Bray, Chris, Brinkman, Ryan R.

“… ISAC's classification results file format was developed to exchange the results of both manual gating and algorithmic classification approaches in a standardized way based on per event based…”
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Byte embeddings for file fragment classification by Haque, Md Enamul, Tozal, Mehmet Engin

“… An important problem in file carving is the identification of fragment types. Many fragment classification studies in the literature employ inflexible and indiscernible…”
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ByteNet: Rethinking Multimedia File Fragment Classification Through Visual Perspectives by Liu, Wenyang, Wu, Kejun, Liu, Tianyi, Wang, Yi, Yap, Kim-Hui, Chau, Lap-Pui

“…Multimedia file fragment classification (MFFC) aims to identify file fragment types, e.g…”
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Optimizing forensic file classification: enhancing SFCS with [beta].sub.k hyperparameter tuning by Joseph, D. Paul, Perumal, Viswanathan

“…].sub.j into file classification systems, classification models converge to local…”
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Deep Learning Techniques in DICOM Files Classification: A Systematic Review by Mabirizi, Vicent, Kawuma, Simon, Natumanya, Deborah, Wasswa, William

“… formats like JPEG, TIF, or PNG for classification, a process that often results in metadata loss and reduced classification accuracy…”
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File Classification Based on Spiking Neural Networks by Stanojevic, Ana, Cherubini, Giovanni, Moraitis, Timoleon, Sebastian, Abu

“…In this paper, we propose a system for file classification in large data sets based on spiking neural networks (SNNs…”
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Titulus Scuola : the new file classification schema for Italian schools by Penzo Doria, Gianni

“…].This article presents the new file classification schema national for Italian schools, produced by the Italian Directorate General of Archives of the Ministry for Cultural Heritage, within the project Titulus Scuola…”
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Hierarchy-Based File Fragment Classification by Bhatt, Manish, Mishra, Avdesh, Kabir, Md Wasi Ul, Blake-Gatto, S. E., Rajendra, Rishav, Hoque, Md Tamjidul, Ahmed, Irfan

“…File fragment classification is an essential problem in digital forensics. Although several attempts had been made to solve this challenging problem, a general solution has not been…”
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ITC-MNP: a diverse dataset for image file fragment classification by Tavassoli, Behnam, Naghshbandi, Zhino, Teimouri, Mehdi

“…Objectives Image file fragment classification is a critical area of study in digital forensics…”
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A Multimodal Convolutional Neural Network Based Approach for DICOM Files Classification by Vicent, Mabirizi, William, Wasswa, Simon, Kawuma

“… This conversion leads to metadata loss and classification bias, the developed model processes raw digital imaging and communication in medicine files, thereby preserving both pixel data and embedded metadata…”
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