Search Results - File Classification

The Usage of Template Mining in Log File Classification

Authors: Péter Marjai Attila Kiss

Source: IEEE Access, Vol 12, Pp 96378-96386 (2024)

Subject Terms: 0301 basic medicine, Document classification, 03 medical and health sciences, 0202 electrical engineering, electronic engineering, information engineering, log file, template miner, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, TK1-9971

File Description: application/pdf

Access URL: https://doaj.org/article/ed2b8aaccc484465bba5329f43170508
http://hdl.handle.net/10831/113329

Intelligent file classification system with multi model Machine learning

Authors: Sathesh Balakrishnan Manohar

Source: International Journal of Computer Applications. 186:47-50

Optimizing forensic file classification: enhancing SFCS with βk hyperparameter tuning

Authors: D. Paul Joseph Viswanathan Perumal

Source: PeerJ Computer Science, Vol 11, p e2608 (2025)

Subject Terms: Digital forensics, Disc forensics, Metadata, Blacklisted keywords, Forensic data classification, Forensic seed words, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://peerj.com/articles/cs-2608.pdf; https://peerj.com/articles/cs-2608/; https://doaj.org/toc/2376-5992

Access URL: https://doaj.org/article/e78e97acd6714115981f349b22c03c4a

Hybrid Approach of Big Data File Classification Based on Threat Analysis for Enhancing Security

Authors: Saranya N

Source: Advances in Computational Intelligence in Materials Science. :155-162

Comparison of Transfer Learning Performance in Image-Based Malware File Classification on the Dumpware10 Dataset

Authors: Febri Putra Sandhya Prawiranata Raden Budiarto Hadiprakoso

Source: 2023 IEEE International Conference on Cryptography, Informatics, and Cybersecurity (ICoCICs). :252-257

Machine Learning Based Malicious URL, IP & File Classification

Authors: Chirag Chandrashekar Akshat Keshav Dhamale Praveen Joe I R

Source: 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT). :1-8

LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning

Authors: Sun, Tiezhu Pian, Weiguo Daoudi, Nadia et al.

Source: Lecture Notes in Computer Science ISBN: 9783031702389

Subject Terms: FOS: Computer and information sciences, Computer Science - Computation and Language, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, Computation and Language (cs.CL)

Access URL: http://arxiv.org/abs/2308.01413

File Classification Containing Secret Key in Git Repository Using Character Level CNN and Shannon Entropy

Authors: Rafie Muhammad Aina Musdholifah

Source: Lecture Notes in Electrical Engineering ISBN: 9789819729760

Exploring Function Call Graph Vectorization and File Statistical Features in Malicious PE File Classification

Authors: Yipin Zhang Xiaolin Chang Yuzhou Lin et al.

Source: IEEE Access, Vol 8, Pp 44652-44660 (2020)

Subject Terms: machine learning, Function call graph, Portable Executable, 0202 electrical engineering, electronic engineering, information engineering, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, malware classification, statistical features, TK1-9971

Access URL: https://ieeexplore.ieee.org/ielx7/6287639/8948470/09023948.pdf
https://doaj.org/article/05e140831dfb4387b024a62291e6bcf7
https://ieeexplore.ieee.org/document/9023948
https://dblp.uni-trier.de/db/journals/access/access8.html#ZhangCLMM20
https://doi.org/10.1109/ACCESS.2020.2978335

Efficient Input File Classification by Applying Natural Language Processing and Hybrid Deep Learning Technique

Authors: Chaudhary, Ayushi Sharma, Ashish

Source: International Journal of Intelligent Systems and Applications in Engineering; Vol. 12 No. 20s (2024); 29-33

Subject Terms: Machine Learning, Deep Learning, Artificial Intelligence, chatbots, Natural Language Processing

File Description: application/pdf

Access URL: https://www.ijisae.org/index.php/IJISAE/article/view/5116

A Sensitive File Abnormal Access Detection Method Based on Application Classification

Authors: Hui Liu Hanxing Xue Hui Lu

Source: Security and Communication Networks. 2021:1-7

File Description: text/xhtml

Access URL: https://downloads.hindawi.com/journals/scn/2021/6684456.pdf
https://downloads.hindawi.com/journals/scn/2021/6684456.pdf
https://www.hindawi.com/journals/scn/2021/6684456/
https://dblp.uni-trier.de/db/journals/scn/scn2021.html#LiuXL21

LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning

Authors: Sun, Tiezhu Pian, Weiguo Daoudi, Nadia et al.

Index Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, text

URL: http://arxiv.org/abs/2308.01413

OPTIMIZED FILE CLASSIFICATION WITH SUPERVISED LEARNING

File Classification Based on Spiking Neural Networks

Authors: Abu Sebastian Ana Stanojevic Timoleon Moraitis et al.

Source: 2020 IEEE International Symposium on Circuits and Systems (ISCAS). :1-5

Subject Terms: FOS: Computer and information sciences, 0103 physical sciences, Computer Science - Neural and Evolutionary Computing, Neural and Evolutionary Computing (cs.NE), 01 natural sciences

Access URL: http://arxiv.org/pdf/2004.03953
http://arxiv.org/abs/2004.03953
https://arxiv.org/pdf/2004.03953
https://arxiv.org/abs/2004.03953
https://dblp.uni-trier.de/db/journals/corr/corr2004.html#abs-2004-03953

MACHINE LEARNING-BASED ENCRYPTED FILE CLASSIFICATION FOR IDENTIFYING ENCRYPTED DATA MOVEMENT

Adversarial Networks and Machine Learning for File Classification

Authors: Germain, Ken St. Angichiodo, Josh

Index Terms: Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2301.11964

A novel file system supporting rich file classification

Authors: Albadri, Nehad Dekeyser, Stijn

Source: Computers and Electrical Engineering. 103:108081

Subject Terms: Hierarchical file system, Linked tree tags, 05 social sciences, 0202 electrical engineering, electronic engineering, information engineering, Metadata capabilities, 02 engineering and technology, 0509 other social sciences, Classification, File system

File Description: application/pdf

Development of Digital Evidence Collector and File Classification System with K-Means Algorithm

Authors: Muhammad Faris Ruriawan Yudha Purwanto Isaac Anugerah Siahaan et al.

Source: 2019 IEEE Asia Pacific Conference on Wireless and Mobile (APWiMob). :64-68

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 0101 mathematics, 16. Peace & justice, 01 natural sciences

Access URL: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=8964232
http://xplorestaging.ieee.org/ielx7/8952088/8964122/08964232.pdf?arnumber=8964232

ML-based encrypted file classification for identifying encrypted data movement

Optimizing forensic file classification: enhancing SFCS with βk hyperparameter tuning.

Authors: Joseph, D. Paul Perumal, Viswanathan

Source: PeerJ Computer Science; Mar2025, p1-27, 27p

Subject Terms: FORENSIC sciences, CLASSIFICATION, CONCEPTUAL models, INFORMATION storage & retrieval systems, TEXT mining, INFORMATION retrieval, MACHINE learning