Search Results - "File type identification"
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Jpg Scraper : An Advanced Carver for JPEG Files
ISSN: 1556-6013, 1556-6021Published: IEEE 2020Published in IEEE transactions on information forensics and security (2020)“…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
ISSN: 1756-0500, 1756-0500Published: London BioMed Central 19.12.2024Published in BMC research notes (19.12.2024)“…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
ISSN: 2169-3536, 2169-3536Published: Piscataway IEEE 2025Published in IEEE access (2025)“…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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A comparative study of support vector machine and neural networks for file type identification using n-gram analysis
ISSN: 2666-2817Published: 01.04.2021Published in Forensic science international. Digital investigation (Online) (01.04.2021)Get full text
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File type identification tools for digital investigations
ISSN: 2666-2817, 2666-2825Published: Elsevier 01.09.2023Published in Forensic science international. Digital investigation (Online) (01.09.2023)“…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
ISSN: 2666-2817Published: Elsevier Ltd 01.09.2025Published in Forensic science international. Digital investigation (Online) (01.09.2025)“…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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LSDStrategy: A Lightweight Software-Driven Strategy for Addressing Big Data Variety of Multimedia Streaming
ISSN: 2169-3536, 2169-3536Published: Piscataway IEEE 2022Published in IEEE access (2022)“…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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A comparative study of file-type identification techniques
ISSN: 1091-0050Published: IEEE 01.04.2015Published in SoutheastCon 2015 (01.04.2015)“…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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Conference Proceeding -
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Machine Learning Approaches for Classifying Encrypted Files
ISSN: 2768-1831Published: IEEE 24.04.2025Published in Proceedings (International Symposium on Digital Forensic and Security. Online) (24.04.2025)“…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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Conference Proceeding -
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Content-based File-type Identification Using Cosine Similarity and a Divide-and-Conquer Approach
ISSN: 0256-4602, 0974-5971Published: Taylor & Francis 01.11.2010Published in Technical review - IETE (01.11.2010)“…Identifying the file type (TXT, EXE, JPEG, etc.) is important for computer security applications such as computer forensics, steganalysis, and antivirus…”
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Content-based File-type Identification Using Cosine Similarity and a Divide-and-Conquer Approach
ISSN: 0256-4602, 0974-5971Published: New Delhi Taylor & Francis Ltd 01.11.2010Published in Technical review - IETE (01.11.2010)“…Identifying the file type (TXT, EXE, JPEG, etc.) is important for computer security applications such as computer forensics, steganalysis, and antivirus…”
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A Language-Independent Approach to Classification of Textual File Fragments: Case Study of Persian, English, and Chinese Languages
ISSN: 2643-279XPublished: IEEE 28.10.2021Published in International eConference on Computer and Knowledge Engineering (Online) (28.10.2021)“…With the advent of communications systems in recent decades, the transmission of electronic files on computer networks has dramatically increased. In this…”
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Conference Proceeding -
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Framework model and algorithm of Request based One Time Passkey (ROTP) mechanism to authenticate cloud users in secured way
Published: Bharati Vidyapeeth, New Delhi as the Organizer of INDIACom - 2016 01.03.2016Published in 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom) (01.03.2016)“…One Time Password (OTP) is widely used by many online service providers to authenticate the users at the account log-in time. The username and password are…”
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Conference Proceeding -
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Feature selection based file type identification algorithm
ISBN: 9781424465828, 1424465826Published: IEEE 01.10.2010Published in 2010 IEEE International Conference on Intelligent Computing and Intelligent Systems (01.10.2010)“…Identifying the true type of an arbitrary file is very important in information security. Methods based on file extensions or magic numbers can be easily…”
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Conference Proceeding -
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Statistical Learning for File-Type Identification
ISBN: 9781457721342, 1457721341Published: IEEE 01.12.2011Published in 2011 Tenth International Conference on Machine Learning and Applications (01.12.2011)“…File-type Identification (FTI) is an important problem in digital forensics, intrusion detection, and other related fields. Using state-of-the-art…”
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