Výsledky vyhledávání - File-type Identification

File Type Identification of File Fragments using Longest Common Subsequence (LCS) Autor Rahmat, R F, Nicholas, F, Purnamawati, S, Sitompul, O S

“… Therefore, a method is required for identifying the file type of file fragments. In this research, we propose Longest Common Subsequences that consists of three steps…”
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File type identification tools for digital investigations Autor Dubettier, Adrien, Gernot, Tanguy, Giguet, Emmanuel, Rosenberger, Christophe

“… Many commercial and free forensic tools are available for file type identification (FTI). In this work, we assess the performance of ten of them on two significant datasets and scenarios…”
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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 - Computational Intelligence for Digital Forensics Autor Karampidis, Konstantinos, Papadourakis, Giorgos

“…; nevertheless, criminals try to fool authorities and hide evidence in a computer by changing the file type…”
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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…”
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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…”
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FMCNN: Raw-Data Type Identification Using Feature Matrix and CNN Autor Lee, Eunsu, Yoo, Hoon

“… Existing file type identification techniques remain inadequate for effectively handling such data…”
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Content-based File-type Identification Using Cosine Similarity and a Divide-and-Conquer Approach Autor Ahmed, Irfan, Lhee, Kyung-suk, Shin, Hyunjung, Hong, ManPyo

“…Identifying the file type (TXT, EXE, JPEG, etc.) is important for computer security applications such as computer forensics, steganalysis, and antivirus programs…”
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WIPO PUBLISHES PATENT OF HUAWEI DIGITAL TECHNOLOGIES (CHENG DU) FOR "FILE TYPE IDENTIFICATION METHOD AND FILE TYPE IDENTIFICATION DEVICE" (CHINESE INVENTORS)

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Content-based File Type Identification Autor Bhat, Kireet, Lam, Jason T., Zulkernine, Farhana

“… As a result, File Type Identification (FTI) has become essential in data pre-processing and security…”
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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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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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Content-based File-type Identification Using Cosine Similarity and a Divide-and-Conquer Approach Autor Ahmed, Irfan, Lhee, Kyung-suk, Shin, Hyunjung, Hong, ManPyo

“…Identifying the file type (TXT, EXE, JPEG, etc.) is important for computer security applications such as computer forensics, steganalysis, and antivirus programs…”
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System and Method for File Type Identification Using Machine Learning

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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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Magika: AI powered fast and efficient file type identification

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ByteRCNN: Enhancing File Fragment Type Identification With Recurrent and Convolutional Neural Networks Autor Skracic, Kristian, Petrovic, Juraj, Pale, Predrag

“…File fragment type identification is an important step in file carving and data recovery…”
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Feature selection based file type identification algorithm Autor Ding Cao, Junyong Luo, Meijuan Yin, Huijie Yang

“… We propose an algorithm to generate models for each file type based on analyzing the binary contents of a set of known input files by using n-gram analysis and design a novel feature selection…”
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US Patent Issued to ATOMBEAM TECHNOLOGIES on Oct. 7 for "System and method for file type identification using machine learning" (California, South Carolina Inventors)

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