SEADer: A Social Engineering Attack Detection method based on Natural Language Processing and Artificial Neural Networks

Merton Lansley; Nikolaos Polatidis; Stelios Kapetanakis

doi:10.1007/978-3-030-28374-2

SEADer: A Social Engineering Attack Detection method based on Natural Language Processing and Artificial Neural Networks

Merton Lansley, Nikolaos Polatidis, Stelios Kapetanakis

Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN › peer-review

Original language	English
Title of host publication	Computational Collective Intelligence
Subtitle of host publication	11th International Conference, ICCCI 2019, Proceedings
Editors	Ngoc-Thanh Nguyen, Richard Chbeir, Ernesto Exposito, Philippe Aniorte, Bogdan Trawiński
Publisher	Springer International Publishing
ISBN (Print)	9783030283735
DOIs	https://doi.org/10.1007/978-3-030-28374-2
Publication status	Published - 4 Oct 2019
Event	11th International Conference on Computational Collective Intelligence, ICCCI 2019 - Hendaye , France Duration: 4 Sept 2019 → 6 Sept 2019 Conference number: 11 http://iccci.sigappfr.org

Publication series

Name	Lecture notes in Artificial Intelligence
Publisher	Springer
ISSN (Print)	0302-9743

Conference

Conference	11th International Conference on Computational Collective Intelligence, ICCCI 2019
Abbreviated title	ICCCI
Country/Territory	France
City	Hendaye
Period	4/09/19 → 6/09/19
Internet address	http://iccci.sigappfr.org

Bibliographical note

The final authenticated version is
available online at https://doi.org/10.1007/978-3-030-28374-2

Keywords

Social Engineering
Attack Detection
Online Chat Environments
Natural Language Processing
Neural Networks
Cybersecurity

Access to Document

10.1007/978-3-030-28374-2

SEADer: A Social Engineering Attack Detection method based on Natural Accepted author manuscript, 673 KB

Nikolaos Polatidis
- N.Polatidisbrighton.acuk
- School of Arch, Tech and Eng - Principal Lecturer
Person: Academic

Cite this

Lansley, M., Polatidis, N., & Kapetanakis, S. (2019). SEADer: A Social Engineering Attack Detection method based on Natural Language Processing and Artificial Neural Networks. In N-T. Nguyen, R. Chbeir, E. Exposito, P. Aniorte, & B. Trawiński (Eds.), Computational Collective Intelligence: 11th International Conference, ICCCI 2019, Proceedings (Lecture notes in Artificial Intelligence). Springer International Publishing. https://doi.org/10.1007/978-3-030-28374-2

Lansley, Merton ; Polatidis, Nikolaos ; Kapetanakis, Stelios. / SEADer : A Social Engineering Attack Detection method based on Natural Language Processing and Artificial Neural Networks. Computational Collective Intelligence: 11th International Conference, ICCCI 2019, Proceedings. editor / Ngoc-Thanh Nguyen ; Richard Chbeir ; Ernesto Exposito ; Philippe Aniorte ; Bogdan Trawiński. Springer International Publishing, 2019. (Lecture notes in Artificial Intelligence).

@inproceedings{3f39efc312d245b9ba20f42fe4cda2a1,

title = "SEADer: A Social Engineering Attack Detection method based on Natural Language Processing and Artificial Neural Networks",

keywords = "Social Engineering, Attack Detection, Online Chat Environments, Natural Language Processing, Neural Networks, Cybersecurity",

author = "Merton Lansley and Nikolaos Polatidis and Stelios Kapetanakis",

note = "The final authenticated version is available online at https://doi.org/10.1007/978-3-030-28374-2; 11th International Conference on Computational Collective Intelligence, ICCCI 2019, ICCCI ; Conference date: 04-09-2019 Through 06-09-2019",

year = "2019",

month = oct,

day = "4",

doi = "10.1007/978-3-030-28374-2",

language = "English",

isbn = "9783030283735",

series = "Lecture notes in Artificial Intelligence",

publisher = "Springer International Publishing",

editor = "Nguyen, {Ngoc-Thanh } and Chbeir, {Richard } and Exposito, {Ernesto } and Aniorte, {Philippe } and Trawi{\'n}ski, {Bogdan }",

booktitle = "Computational Collective Intelligence",

url = "http://iccci.sigappfr.org",

}

Lansley, M, Polatidis, N & Kapetanakis, S 2019, SEADer: A Social Engineering Attack Detection method based on Natural Language Processing and Artificial Neural Networks. in N-T Nguyen, R Chbeir, E Exposito, P Aniorte & B Trawiński (eds), Computational Collective Intelligence: 11th International Conference, ICCCI 2019, Proceedings. Lecture notes in Artificial Intelligence, Springer International Publishing, 11th International Conference on Computational Collective Intelligence, ICCCI 2019, Hendaye , France, 4/09/19. https://doi.org/10.1007/978-3-030-28374-2

SEADer: A Social Engineering Attack Detection method based on Natural Language Processing and Artificial Neural Networks. / Lansley, Merton; Polatidis, Nikolaos; Kapetanakis, Stelios.
Computational Collective Intelligence: 11th International Conference, ICCCI 2019, Proceedings. ed. / Ngoc-Thanh Nguyen; Richard Chbeir; Ernesto Exposito; Philippe Aniorte; Bogdan Trawiński. Springer International Publishing, 2019. (Lecture notes in Artificial Intelligence).

Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN › peer-review

TY - GEN

T1 - SEADer

T2 - 11th International Conference on Computational Collective Intelligence, ICCCI 2019

AU - Lansley, Merton

AU - Polatidis, Nikolaos

AU - Kapetanakis, Stelios

N1 - Conference code: 11

PY - 2019/10/4

Y1 - 2019/10/4

KW - Social Engineering

KW - Attack Detection

KW - Online Chat Environments

KW - Natural Language Processing

KW - Neural Networks

KW - Cybersecurity

U2 - 10.1007/978-3-030-28374-2

DO - 10.1007/978-3-030-28374-2

M3 - Conference contribution with ISSN or ISBN

SN - 9783030283735

T3 - Lecture notes in Artificial Intelligence

BT - Computational Collective Intelligence

A2 - Nguyen, Ngoc-Thanh

A2 - Chbeir, Richard

A2 - Exposito, Ernesto

A2 - Aniorte, Philippe

A2 - Trawiński, Bogdan

PB - Springer International Publishing

Y2 - 4 September 2019 through 6 September 2019

ER -

Lansley M, Polatidis N, Kapetanakis S. SEADer: A Social Engineering Attack Detection method based on Natural Language Processing and Artificial Neural Networks. In Nguyen N-T, Chbeir R, Exposito E, Aniorte P, Trawiński B, editors, Computational Collective Intelligence: 11th International Conference, ICCCI 2019, Proceedings. Springer International Publishing. 2019. (Lecture notes in Artificial Intelligence). doi: 10.1007/978-3-030-28374-2

SEADer: A Social Engineering Attack Detection method based on Natural Language Processing and Artificial Neural Networks

Publication series

Conference

Bibliographical note

Keywords

Access to Document

Profiles

Nikolaos Polatidis

Cite this