Sociocultural Influences for Password Definition: An AI-based Study

Carlos Ocanto Dávila; Rocío Cabrera Lozoya; Slim Trabelsi

Research.Publish.Connect.

*Please fill out at least one Field. *Value must be an number!

Title:
ISBN:
Year:
Acronym:
Subject:

Advanced Search Proceedings Search

If you're looking for an exact phrase use quotation marks on text fields.

*Please fill out at least one Field.

Title:
Author:
Affiliation:
Subject:

Advanced Search Papers Search

If you're looking for an exact phrase use quotation marks on text fields.

*Please fill out at least one Field.

Name:
Affiliation:
Country:
Conference:
Subject:

Advanced Search Authors Search

If you're looking for an exact phrase use quotation marks on text fields.

*Please fill out at least one Field.

Name:
Country:
Subject:

Advanced Search Affiliations Search

If you're looking for an exact phrase use quotation marks on text fields.

Proceedings

Proceedings Search *Please fill out at least one Field. *Value must be an number!

Title:
ISBN:
Year:
Acronym:
Subject:

Advanced Search Proceedings Search

If you're looking for an exact phrase use quotation marks on text fields.

Papers

Papers Search *Please fill out at least one Field.

Title:
Author:
Affiliation:
Subject:

Advanced Search Papers Search

If you're looking for an exact phrase use quotation marks on text fields.

Authors

Authors Search *Please fill out at least one Field.

Name:
Affiliation:
Country:
Conference:
Subject:

Advanced Search Authors Search

If you're looking for an exact phrase use quotation marks on text fields.

Advanced Search

Paper

Sociocultural Influences for Password Definition: An AI-based Study

Topics: AI and Machine Learning for Security; Authentication, Privacy and Security Models; Privacy, Security and Trust in Social Media

In Proceedings of the 7th International Conference on Information Systems Security and Privacy ICISSP - Volume 1, 542-549, 2021

Authors: Carlos Ocanto Dávila ; Rocío Cabrera Lozoya and Slim Trabelsi

Affiliation: Security Research, SAP Labs France, Mougins, France

Keyword(s): Password Cracking, Password Security, Probabilistic Context Free Grammars, Semantic Clustering.

Abstract: Most of the research that analyses password security has been developed targeting English-speaking users. In this work, we present a framework for password segmentation, semantic classification, and clustering, in a multilingual context. This research uses natural language processing, statistical and deep learning techniques to obtain and leverage semantic patterns for password definition. Using the methods proposed in this work in password-guessing models produce over a 10% increase with respect to state-of-the-art methods (with a guessing space limited to 500 million predictions) on a dataset of leaked credentials.

CC BY-NC-ND 4.0

Guest: Register as new SciTePress user now for free.

SciTePress user: please login.

My Papers

You are not signed in, therefore limits apply to your IP address 13.58.18.135

In the current month:

Recent papers: 100 available of 100 total

2⁺ years older papers: 200 available of 200 total

Paper citation in several formats:

Ocanto Dávila, C.; Cabrera Lozoya, R. and Trabelsi, S. (2021). Sociocultural Influences for Password Definition: An AI-based Study. In Proceedings of the 7th International Conference on Information Systems Security and Privacy - ICISSP; ISBN 978-989-758-491-6; ISSN 2184-4356, SciTePress, pages 542-549. DOI: 10.5220/0010269305420549

@conference{icissp21,
author={Carlos {Ocanto Dávila}. and Rocío {Cabrera Lozoya}. and Slim Trabelsi.},
title={Sociocultural Influences for Password Definition: An AI-based Study},
booktitle={Proceedings of the 7th International Conference on Information Systems Security and Privacy - ICISSP},
year={2021},
pages={542-549},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010269305420549},
isbn={978-989-758-491-6},
issn={2184-4356},
}

TY - CONF

JO - Proceedings of the 7th International Conference on Information Systems Security and Privacy - ICISSP
TI - Sociocultural Influences for Password Definition: An AI-based Study
SN - 978-989-758-491-6
IS - 2184-4356
AU - Ocanto Dávila, C.
AU - Cabrera Lozoya, R.
AU - Trabelsi, S.
PY - 2021
SP - 542
EP - 549
DO - 10.5220/0010269305420549
PB - SciTePress