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A Language-Independent Approach to Classification of Textual File Fragments: Case Study of Persian, English, and Chinese Languages

, 2021
Fatemeh Mansouri Hanis, Hamidreza Khoshvaghti, Mehdi Teimouri, Hadi Veisi   +3 more
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FILE FRAGMENT CLASSIFICATION METHOD AND SYSTEM

2021
YIN LING, XI GUIKAI
openaire   +1 more source

A New Approach to Compressed File Fragment Identification

Advances in Intelligent Systems and Computing, 2015
Dat Tran, Sharma Dharmendra
exaly  

ByteGT: A Hybrid Sequential-Attention Network for Enhancing File Fragment Classification on Raw Data

2025 International Joint Conference on Neural Networks (IJCNN)
Yuhao Zhang, Fei Wang, Shuhui Chen, Ziling Wei   +3 more
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A Cross-Attention Multi-Scale Performer With Gaussian Bit-Flips for File Fragment Classification

IEEE Transactions on Information Forensics and Security
Sisung Liu, Jeong Gyu Park, Hyeongsik Kim 0002, Je Hyeong Hong   +3 more
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File Type Classification based on Data Fragments from Compressed Archives for Digital Forensics

2025 1st International Conference on Secure IoT, Assured and Trusted Computing (SATC)
Mariam M. Saleh, Alexander Wang, Muhanned AlSlaiman, Mohammed Salman   +3 more
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Resilient File Fragment Classification Under Anti-Forensic Obfuscation Using Parameter-Efficient Large Language Model

Partha Jyoti Kalita, Nitesh K. Bharadwaj
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Interpretability and Transparency of Machine Learning in File Fragment Analysis with Explainable Artificial Intelligence

Electronics (Switzerland)
Narasimha Shashidhar
exaly  

Information security: machine learning experiments to solve the file fragment classification problem [PDF]

, 2017
Wilgenbus, Erich, Kruger, Hennie, Du Toit, Tiny   +2 more
openaire  

A Multi-Task Hybrid Deep Learning Based Framework for Robust File Fragment Classification in Digital Forensics

2025 6th International Conference for Emerging Technology (INCET)
Indrani Sen Toma, Amit Hasan Tonmoy, Angkita Bhowmik, Sowmik Sarker   +3 more
openaire   +1 more source