A Decision-Support Tool for Experimentation on Zero-Hour Phishing Detection

Pavlo Burda; Luca Allodi; Nicola Zannone

doi:10.1007/978-3-031-30122-3_27

A Decision-Support Tool for Experimentation on Zero-Hour Phishing Detection

Pavlo Burda, Luca Allodi, Nicola Zannone

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

1 Citaat (Scopus)

Samenvatting

New, sophisticated phishing campaigns victimize targets in few hours from attack delivery. Some methods, such as visual similarity-based techniques, can spot these zero-hour attacks, at the cost of additional user intervention. However, more research is needed to investigate the trade-off between automatic detection and user intervention. To enable this line of research, we present a phishing detection tool that can be used to instrument scientific research in this direction. The tool can be used for experimentation on assisting user decision-making, evaluating user trust in detection, and keeping track of users’ previous “bad” decisions.

Originele taal-2	Engels
Titel	Foundations and Practice of Security - 15th International Symposium, FPS 2022, Revised Selected Papers
Redacteuren	Guy-Vincent Jourdan, Laurent Mounier, Carlisle Adams, Florence Sèdes, Joaquin Garcia-Alfaro
Uitgeverij	Springer
Pagina's	443-452
Aantal pagina's	10
ISBN van geprinte versie	9783031301216
DOI's	https://doi.org/10.1007/978-3-031-30122-3_27
Status	Gepubliceerd - 2023
Evenement	15th International Symposium on Foundations and Practice of Security, FPS 2022 - Ottawa, Canada Duur: 12 dec. 2022 → 14 dec. 2022

Publicatie series

Naam	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	13877 LNCS
ISSN van geprinte versie	0302-9743
ISSN van elektronische versie	1611-3349

Congres

Congres	15th International Symposium on Foundations and Practice of Security, FPS 2022
Land/Regio	Canada
Stad	Ottawa
Periode	12/12/22 → 14/12/22

Bibliografische nota

Publisher Copyright:
© 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

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10.1007/978-3-031-30122-3_27

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Burda, P., Allodi, L., & Zannone, N. (2023). A Decision-Support Tool for Experimentation on Zero-Hour Phishing Detection. In G.-V. Jourdan, L. Mounier, C. Adams, F. Sèdes, & J. Garcia-Alfaro (editors), Foundations and Practice of Security - 15th International Symposium, FPS 2022, Revised Selected Papers (blz. 443-452). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 13877 LNCS). Springer. https://doi.org/10.1007/978-3-031-30122-3_27

Burda, Pavlo ; Allodi, Luca ; Zannone, Nicola. / A Decision-Support Tool for Experimentation on Zero-Hour Phishing Detection. Foundations and Practice of Security - 15th International Symposium, FPS 2022, Revised Selected Papers. redacteur / Guy-Vincent Jourdan ; Laurent Mounier ; Carlisle Adams ; Florence Sèdes ; Joaquin Garcia-Alfaro. Springer, 2023. blz. 443-452 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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abstract = "New, sophisticated phishing campaigns victimize targets in few hours from attack delivery. Some methods, such as visual similarity-based techniques, can spot these zero-hour attacks, at the cost of additional user intervention. However, more research is needed to investigate the trade-off between automatic detection and user intervention. To enable this line of research, we present a phishing detection tool that can be used to instrument scientific research in this direction. The tool can be used for experimentation on assisting user decision-making, evaluating user trust in detection, and keeping track of users{\textquoteright} previous “bad” decisions.",

author = "Pavlo Burda and Luca Allodi and Nicola Zannone",

note = "Funding Information: Acknowledgment. The authors thank Ardela Isuf and Sam Cantineau for the implementation of the tool. This work is supported by the ITEA3 programme through the DEFRAUDIfy project funded by Rijksdienst voor Ondernemend Nederland (grant no. ITEA191010). Publisher Copyright: {\textcopyright} 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.; 15th International Symposium on Foundations and Practice of Security, FPS 2022 ; Conference date: 12-12-2022 Through 14-12-2022",

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Burda, P , Allodi, L & Zannone, N 2023, A Decision-Support Tool for Experimentation on Zero-Hour Phishing Detection. in G-V Jourdan, L Mounier, C Adams, F Sèdes & J Garcia-Alfaro (uitgave), Foundations and Practice of Security - 15th International Symposium, FPS 2022, Revised Selected Papers. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13877 LNCS, Springer, blz. 443-452, 15th International Symposium on Foundations and Practice of Security, FPS 2022, Ottawa, Canada, 12/12/22. https://doi.org/10.1007/978-3-031-30122-3_27

A Decision-Support Tool for Experimentation on Zero-Hour Phishing Detection. / Burda, Pavlo ; Allodi, Luca ; Zannone, Nicola.
Foundations and Practice of Security - 15th International Symposium, FPS 2022, Revised Selected Papers. uitgave / Guy-Vincent Jourdan; Laurent Mounier; Carlisle Adams; Florence Sèdes; Joaquin Garcia-Alfaro. Springer, 2023. blz. 443-452 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 13877 LNCS).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

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AB - New, sophisticated phishing campaigns victimize targets in few hours from attack delivery. Some methods, such as visual similarity-based techniques, can spot these zero-hour attacks, at the cost of additional user intervention. However, more research is needed to investigate the trade-off between automatic detection and user intervention. To enable this line of research, we present a phishing detection tool that can be used to instrument scientific research in this direction. The tool can be used for experimentation on assisting user decision-making, evaluating user trust in detection, and keeping track of users’ previous “bad” decisions.

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Burda P , Allodi L , Zannone N. A Decision-Support Tool for Experimentation on Zero-Hour Phishing Detection. In Jourdan GV, Mounier L, Adams C, Sèdes F, Garcia-Alfaro J, redacteurs, Foundations and Practice of Security - 15th International Symposium, FPS 2022, Revised Selected Papers. Springer. 2023. blz. 443-452. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-031-30122-3_27

A Decision-Support Tool for Experimentation on Zero-Hour Phishing Detection

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