Výsledky vyhledávání - "File Type"

FiFTy: Large-Scale File Fragment Type Identification Using Convolutional Neural Networks Autor Mittal, Govind, Korus, Pawel, Memon, Nasir

“…We present FiFTy, a modern file-type identification tool for memory forensics and data carving. In contrast to previous approaches based on hand-crafted…”
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The effect of file type and DXA protocol on an image processing fracture risk prediction tool Autor Ammar, Ali, Jazinizadeh, Fatemeh, Adachi, Jonathan D, Quenneville, Cheryl E

“…Osteoporosis, a common bone disease in older adults, is associated with low bone mineral density (BMD) and an increased risk of fractures. While fracture risk…”
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Optimized File Type Detection and One-Shot Retrieval Autor Lisker, Simona, Butman, Ayelet, Hajaj, Chen, Dubin, Ran, Dvir, Amit

“…File type classification is critical in digital forensics, and file carving. However, the increasing diversity of file formats challenges accurate…”
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Jpg Scraper : An Advanced Carver for JPEG Files Autor Uzun, Erkam, Sencar, Husrev Taha

“…Orphaned file fragment carving is concerned with recovering contents of encoded data in the absence of any coding metadata. Constructing an orphaned file…”
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ITC-MNP: a diverse dataset for image file fragment classification Autor Tavassoli, Behnam, Naghshbandi, Zhino, Teimouri, Mehdi

“…Objectives Image file fragment classification is a critical area of study in digital forensics. However, many publicly available datasets in this field are…”
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FMCNN: Raw-Data Type Identification Using Feature Matrix and CNN Autor Lee, Eunsu, Yoo, Hoon

“…This paper introduces FMCNN, a novel classification method that combines a two-dimensional feature matrix capturing raw data characteristics with a CNN-based…”
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PNG Data Detector for DECA Autor Odogwu, Kingson Chinedu, Gladyshev, Pavel, Habibnia, Babak

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A comparative study of support vector machine and neural networks for file type identification using n-gram analysis Autor Sester, Joachim, Hayes, Darren, Scanlon, Mark, Le-Khac, Nhien-An

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File type identification tools for digital investigations Autor Dubettier, Adrien, Gernot, Tanguy, Giguet, Emmanuel, Rosenberger, Christophe

“…Digital forensics is the process of identifying, preserving, analyzing, and documenting digital evidence for investigation purposes. Building or using file…”
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Tool type identification for forensic digital document examination Autor Zia, Muhammad Abdul Moiz, Adedayo, Oluwasola Mary

“…Digital documents have become a significant part of our everyday lives. From identity documents to various legal agreements and business communications, the…”
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Sceadan: Using Concatenated N-Gram Vectors for Improved File and Data Type Classification Autor Beebe, Nicole L., Maddox, Laurence A., Lishu Liu, Minghe Sun

“…Over 20 studies have been published in the past decade involving file and data type classification for digital forensics and information security applications…”
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A new approach to probabilistic earthquake-induced tsunami risk assessment Autor Jaimes, Miguel A., Reinoso, Eduardo, Ordaz, Mario, Huerta, Benjamín, Silva, Rodolfo, Mendoza, Edgar, Rodríguez, Juan C.

“…A new approach is proposed for the probabilistic financial risk assessment of earthquake-induced tsunami. The risk is evaluated in a probabilistic framework…”
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CA-Dedupe: content-aware deduplication in SSDs Autor Gholami Taghizadeh, Ramin, Gholami Taghizadeh, Reza, Khakpash, Fahimeh, Binesh Marvasti, Mohammadreza, Asghari, Seyyed Amir

“…Flash memories have been around for many years because of their high performance compared to HDDs. But flash memories have a limited lifespan, and they will…”
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Data transfer analysis of the homogeneous rough surface of a solid model into a CAE system with varying file data formats Autor Kartini, K., Sipayung, G.A., Ismail, R., Jamari, J., Bayuseno, A.P.

“…Design and manufacturing process activities of a product require different software applications for facilitating to test of replicas without the need for a…”
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LSDStrategy: A Lightweight Software-Driven Strategy for Addressing Big Data Variety of Multimedia Streaming Autor Khudhur, Saja Dheyaa, Jeiad, Hassan Awheed

“…Many devices, users, and applications stream an irregular amount of varied data every second. This rapid generation of data continues at an enormous rate,…”
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Image Representation and Deep Inception-Attention for File-type and Malware Classification Autor Wang, Yi, Wu, Kejun, Liu, Wenyang, Yap, Kim-Hui, Chau, Lap-Pui

“…File-type classification aims to recognize the file types of files/fragments without file-system metadata, which is essential for memory forensics and data…”
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Event-based approach for probabilistic agricultural drought risk assessment under rainfed conditions Autor Quijano, Juan A., Jaimes, Miguel A., Torres, Marco A., Reinoso, Eduardo, Castellanos, Luisarturo, Escamilla, Jesús, Ordaz, Mario

“…An event-based approach for the probabilistic risk assessment of agricultural drought under rainfed conditions to estimate the economic impact is proposed. The…”
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A comparative study of file-type identification techniques Autor Alamri, Nasser S., Allen, William H.

“…Research in file-type identification has employed a number of different approaches to classify unknown files according to their actual file type. However, due…”
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Machine Learning Approaches for Classifying Encrypted Files Autor Jinad, Razaq, Islam, ABM, Shashidhar, Narasimha

“…Encryption is vital for protecting information by converting it into an unreadable format. However, it is also used for anti-forensic purposes, complicating…”
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Neural Networks for File Fragment Classification Autor Vulinovic, Kristijan, Ivkovic, Lucija, Petrovic, Juraj, Skracic, Kristian, Pale, Predrag

“…File fragment classification is an important step in file forensics in which filetypes are assumed based on their available content fragments. Methods…”
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