Search Results - File-type Identification*

File Type Identification of File Fragments using Longest Common Subsequence (LCS) by 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 by 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 by Sester, Joachim, Hayes, Darren, Scanlon, Mark, Le-Khac, Nhien-An

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FiFTy: Large-Scale File Fragment Type Identification Using Convolutional Neural Networks by 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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File Type Identification - Computational Intelligence for Digital Forensics by 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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A comparative study of file-type identification techniques by 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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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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ByteRCNN: Enhancing File Fragment Type Identification With Recurrent and Convolutional Neural Networks by Skracic, Kristian, Petrovic, Juraj, Pale, Predrag

“…File fragment type identification is an important step in file carving and data recovery…”
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FMCNN: Raw-Data Type Identification Using Feature Matrix and CNN by Lee, Eunsu, Yoo, Hoon

“… Existing file type identification techniques remain inadequate for effectively handling such data…”
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Tool type identification for forensic digital document examination by 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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Content-based File-type Identification Using Cosine Similarity and a Divide-and-Conquer Approach by 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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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. However, many publicly available datasets in this field are…”
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Content-based File Type Identification by 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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Jpg Scraper : An Advanced Carver for JPEG Files by 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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Content-based File-type Identification Using Cosine Similarity and a Divide-and-Conquer Approach by 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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LSDStrategy: A Lightweight Software-Driven Strategy for Addressing Big Data Variety of Multimedia Streaming by 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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System and Method for File Type Identification Using Machine Learning

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Magika: AI powered fast and efficient file type identification

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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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Distributed autonomous Neuro-Gen Learning Engine for content-based document file type identification by Aaron, Sitompul, Opim Salim, Rahmat, Romi Fadillah

“…A Distributed Autonomous Neuro-Gen Learning Engine (DANGLE) is proposed in this paper for file type identification…”
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