Learning the Structure of Commands by Detecting Random Tokens Using Markov Model

Zafar Hussain; Jukka K Nurminen; Perttu Ranta-aho

doi:10.1145/3589883.3589892

Learning the Structure of Commands by Detecting Random Tokens Using Markov Model

Zafar Hussain, Jukka K Nurminen, Perttu Ranta-aho

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Original language	English
Title of host publication	8th International Conference on Machine Learning Technologies
Number of pages	7
Place of Publication	Stockholm, Sweden
Publisher	ACM
Publication date	11 Mar 2023
Pages	61-67
ISBN (Electronic)	978-1-4503-9833-6
DOIs	https://doi.org/10.1145/3589883.3589892
Publication status	Published - 11 Mar 2023
MoE publication type	A4 Article in conference proceedings
Event	International Conference on Machine Learning Technologies - Stockholm, Sweden Duration: 10 Mar 2023 → 12 Mar 2023 Conference number: 8

Publication series

Name	Proceedings of 2023 8th International Conference on Machine Learning Technologies, ICMLT 2023
Publisher	ASSOC COMPUTING MACHINERY

Fields of Science

113 Computer and information sciences
Clustering
Command-Line
Commands
Markov model
Random Tokens
Randomness
Regular Expressions
Sentence Embeddings
Word Embeddings

Access to Document

10.1145/3589883.3589892Licence: CC BY

LearningFinal published version, 627 KBLicence: CC BY

IVVES: Industrial-grade Verification and Validation of Evolving Systems
Mikkonen, T., Nurminen, J. K., Becker, L. V. A., Halvari, T. P., Hussain, Z., Kauhanen, E. O., Kramar, V. T., Laanti, T. M., Mikkonen, T., Muiruri, D., Myllyaho, L., Mylläri, J., Raatikainen, M., Salmenperä, I. E., Steenari, J. P., Stirbu, V. A., Valjakka, J. H., Hussain, Z., Myllyaho, L. & Raatikainen, M.
Business Finland Oy
01/01/2020 → 31/03/2024
Project: Business Finland

Cite this

@inproceedings{785d4c10f240463c9ded1b30c11e5e28,

title = "Learning the Structure of Commands by Detecting Random Tokens Using Markov Model",

keywords = "113 Computer and information sciences, Clustering, Command-Line, Commands, Markov model, Random Tokens, Randomness, Regular Expressions, Sentence Embeddings, Word Embeddings",

author = "Zafar Hussain and Nurminen, {Jukka K} and Perttu Ranta-aho",

year = "2023",

month = mar,

day = "11",

doi = "10.1145/3589883.3589892",

language = "English",

series = "Proceedings of 2023 8th International Conference on Machine Learning Technologies, ICMLT 2023",

publisher = "ACM ",

pages = "61--67",

booktitle = "8th International Conference on Machine Learning Technologies",

address = "International",

note = "International Conference on Machine Learning Technologies, ICMLT 2023 ; Conference date: 10-03-2023 Through 12-03-2023",

}

Hussain, Z , Nurminen, JK & Ranta-aho, P 2023, Learning the Structure of Commands by Detecting Random Tokens Using Markov Model. in 8th International Conference on Machine Learning Technologies. Proceedings of 2023 8th International Conference on Machine Learning Technologies, ICMLT 2023, ACM , Stockholm, Sweden, pp. 61-67, International Conference on Machine Learning Technologies, Stockholm, Sweden, 10/03/2023. https://doi.org/10.1145/3589883.3589892

Learning the Structure of Commands by Detecting Random Tokens Using Markov Model. / Hussain, Zafar ; Nurminen, Jukka K; Ranta-aho, Perttu.
8th International Conference on Machine Learning Technologies. Stockholm, Sweden: ACM , 2023. p. 61-67 (Proceedings of 2023 8th International Conference on Machine Learning Technologies, ICMLT 2023).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

TY - GEN

T1 - Learning the Structure of Commands by Detecting Random Tokens Using Markov Model

AU - Hussain, Zafar

AU - Nurminen, Jukka K

AU - Ranta-aho, Perttu

N1 - Conference code: 8

PY - 2023/3/11

Y1 - 2023/3/11

KW - 113 Computer and information sciences

KW - Clustering

KW - Command-Line

KW - Commands

KW - Markov model

KW - Random Tokens

KW - Randomness

KW - Regular Expressions

KW - Sentence Embeddings

KW - Word Embeddings

U2 - 10.1145/3589883.3589892

DO - 10.1145/3589883.3589892

M3 - Conference contribution

T3 - Proceedings of 2023 8th International Conference on Machine Learning Technologies, ICMLT 2023

SP - 61

EP - 67

BT - 8th International Conference on Machine Learning Technologies

PB - ACM

CY - Stockholm, Sweden

T2 - International Conference on Machine Learning Technologies

Y2 - 10 March 2023 through 12 March 2023

ER -

Learning the Structure of Commands by Detecting Random Tokens Using Markov Model

Publication series

Fields of Science

Access to Document

Projects

IVVES: Industrial-grade Verification and Validation of Evolving Systems

Cite this