Subgraph-based adversarial examples against graph-based IoT malware detection systems

Ahmed Abusnaina; Hisham Alasmary; Mohammed Abuhamad; Saeed Salem; Dae Hun Nyang; Aziz Mohaisen

doi:10.1007/978-3-030-34980-6_30

Subgraph-based adversarial examples against graph-based IoT malware detection systems

Ahmed Abusnaina, Hisham Alasmary, Mohammed Abuhamad, Saeed Salem, Dae Hun Nyang, Aziz Mohaisen

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Computational Data and Social Networks - 8th International Conference, CSoNet 2019, Proceedings
Editors	Andrea Tagarelli, Hanghang Tong
Publisher	Springer
Pages	268-281
Number of pages	14
ISBN (Print)	9783030349790
DOIs	https://doi.org/10.1007/978-3-030-34980-6_30
State	Published - 2019
Externally published	Yes
Event	8th International Conference on Computational Data and Social Networks, CSoNet 2019 - Ho Chi Minh City, Viet Nam Duration: Nov 18 2019 → Nov 20 2019

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	11917 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	8th International Conference on Computational Data and Social Networks, CSoNet 2019
Country/Territory	Viet Nam
City	Ho Chi Minh City
Period	11/18/19 → 11/20/19

ASJC Scopus Subject Areas

Theoretical Computer Science
General Computer Science

Keywords

Adversarial learning
Graph embedding
IoT malware detection

Access to Document

10.1007/978-3-030-34980-6_30

Cite this

Abusnaina, A., Alasmary, H., Abuhamad, M., Salem, S., Nyang, D. H., & Mohaisen, A. (2019). Subgraph-based adversarial examples against graph-based IoT malware detection systems. In A. Tagarelli, & H. Tong (Eds.), Computational Data and Social Networks - 8th International Conference, CSoNet 2019, Proceedings (pp. 268-281). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11917 LNCS). Springer. https://doi.org/10.1007/978-3-030-34980-6_30

Subgraph-based adversarial examples against graph-based IoT malware detection systems. / Abusnaina, Ahmed; Alasmary, Hisham; Abuhamad, Mohammed et al.
Computational Data and Social Networks - 8th International Conference, CSoNet 2019, Proceedings. ed. / Andrea Tagarelli; Hanghang Tong. Springer, 2019. p. 268-281 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11917 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abusnaina, A, Alasmary, H, Abuhamad, M, Salem, S, Nyang, DH & Mohaisen, A 2019, Subgraph-based adversarial examples against graph-based IoT malware detection systems. in A Tagarelli & H Tong (eds), Computational Data and Social Networks - 8th International Conference, CSoNet 2019, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11917 LNCS, Springer, pp. 268-281, 8th International Conference on Computational Data and Social Networks, CSoNet 2019, Ho Chi Minh City, Viet Nam, 11/18/19. https://doi.org/10.1007/978-3-030-34980-6_30

Abusnaina A, Alasmary H, Abuhamad M, Salem S, Nyang DH, Mohaisen A. Subgraph-based adversarial examples against graph-based IoT malware detection systems. In Tagarelli A, Tong H, editors, Computational Data and Social Networks - 8th International Conference, CSoNet 2019, Proceedings. Springer. 2019. p. 268-281. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-030-34980-6_30

Abusnaina, Ahmed ; Alasmary, Hisham ; Abuhamad, Mohammed et al. / Subgraph-based adversarial examples against graph-based IoT malware detection systems. Computational Data and Social Networks - 8th International Conference, CSoNet 2019, Proceedings. editor / Andrea Tagarelli ; Hanghang Tong. Springer, 2019. pp. 268-281 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Subgraph-based adversarial examples against graph-based IoT malware detection systems

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Keywords

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