Search Results - "File-type classification"

File Type Classification based on Data Fragments from Compressed Archives for Digital Forensics by Saleh, Mariam M., Wang, Alexander, AlSlaiman, Muhanned, Salman, Mohammed

“…This paper presents a novel deep learning approach to classifying file types based on file fragments from compressed archive files for digital forensics such…”
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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. In contrast to previous approaches based on hand-crafted…”
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Improving file-type classification by enhancing feature selection by Alamri, Nasser Saad

“…Determining a file’s type is a critical problem in both digital forensics and cybersecurity. Determining a file’s type often relies on the extension of a…”
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Sceadan: Using Concatenated N-Gram Vectors for Improved File and Data Type Classification by 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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Image Representation and Deep Inception-Attention for File-type and Malware Classification by 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 recovery…”
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PNG Data Detector for DECA by Odogwu, Kingson Chinedu, Gladyshev, Pavel, Habibnia, Babak

“…DECA, a novel file carving application, is an example of digital forensic tools that rely heavily on accurately detecting the type of data fragments stored in…”
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File Type Classification for Adaptive Object File System by Phunchongharn, P., Pornnapa, S., Achalakul, T.

“…). The design of the file type classification module in AOFS is emphasized. The design attempts to increase the efficiency through the dynamic tuning technique, which automatically classifies files using attributes and access pattern…”
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File fragment encoding classification—An empirical approach by Roussev, Vassil, Quates, Candice

“…Over the past decade, a substantial effort has been put into developing methods to classify file fragments. Throughout, it has been an article of faith that…”
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A New Approach to Multimedia Files Carving by Weidong Qiu, Run Zhu, Jie Guo, Xiaoming Tang, Bozhong Liu, Zheng Huang

“… A new file type classification method is constructed based on support vector…”
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Optimized File Type Detection and One-Shot Retrieval by 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 classification…”
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A context sensitive security framework for Enterprise multimedia placement in fog computing environment by Gill, Harsuminder Kaur, Sehgal, Vivek Kumar, Verma, Anil Kumar

“…In the era of ICT, multimedia files are one of the main sources of information sharing for any enterprise located in one or more geographical locations. Online…”
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Harnessing RAID mechanism for enhancement of data storage and security on cloud by Sahana, Sudipta, Bose, Rajesh, Sarddar, Debabrata

“…As one of the most sought-after technologies in the world today, cloud computing finds a prominent place among researchers, service providers, hardware and…”
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Recovery of Deleted Files in the NTFS File System using Python and PyTSK3 by Venkatesh, K., RS, Tharshan, Karthik, N., Nazeem, P.Shahith, Maharaja, B.

“…Data loss due to accidental or malicious deletion of files poses significant challenges in digital data management and forensics. The ability to efficiently…”
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Towards Classifying File Segments in Memory Using Machine-Learning by Al-Saleh, Mohammed I., Alkouz, Akram, Alarabeyyat, Abdulsalam, Bouchahma, Majed

“… The Operating System's paging scheme might map the contents of a file into non-consecutive page frames in the physical memory, making the file-type classification and identification process harder…”
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Content-based File Type Identification by Bhat, Kireet, Lam, Jason T., Zulkernine, Farhana

“… We present an end-to-end framework combining signature and content-based file type classification…”
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