@inproceedings{dalton-etal-2020-active,
title = "Active Defense Against Social Engineering: The Case for Human Language Technology",
author = "Dalton, Adam and
Aghaei, Ehsan and
Al-Shaer, Ehab and
Bhatia, Archna and
Castillo, Esteban and
Cheng, Zhuo and
Dhaduvai, Sreekar and
Duan, Qi and
Hebenstreit, Bryanna and
Islam, Md Mazharul and
Karimi, Younes and
Masoumzadeh, Amir and
Mather, Brodie and
Santhanam, Sashank and
Shaikh, Samira and
Zemel, Alan and
Strzalkowski, Tomek and
Dorr, Bonnie J.",
editor = "Bhatia, Archna and
Shaikh, Samira",
booktitle = "Proceedings for the First International Workshop on Social Threats in Online Conversations: Understanding and Management",
month = may,
year = "2020",
address = "Marseille, France",
publisher = "European Language Resources Association",
url = "https://aclanthology.org/2020.stoc-1.1",
pages = "1--8",
abstract = "We describe a system that supports natural language processing (NLP) components for active defenses against social engineering attacks. We deploy a pipeline of human language technology, including Ask and Framing Detection, Named Entity Recognition, Dialogue Engineering, and Stylometry. The system processes modern message formats through a plug-in architecture to accommodate innovative approaches for message analysis, knowledge representation and dialogue generation. The novelty of the system is that it uses NLP for cyber defense and engages the attacker using bots to elicit evidence to attribute to the attacker and to waste the attacker{'}s time and resources.",
language = "English",
ISBN = "979-10-95546-39-9",
}
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<abstract>We describe a system that supports natural language processing (NLP) components for active defenses against social engineering attacks. We deploy a pipeline of human language technology, including Ask and Framing Detection, Named Entity Recognition, Dialogue Engineering, and Stylometry. The system processes modern message formats through a plug-in architecture to accommodate innovative approaches for message analysis, knowledge representation and dialogue generation. The novelty of the system is that it uses NLP for cyber defense and engages the attacker using bots to elicit evidence to attribute to the attacker and to waste the attacker’s time and resources.</abstract>
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%0 Conference Proceedings
%T Active Defense Against Social Engineering: The Case for Human Language Technology
%A Dalton, Adam
%A Aghaei, Ehsan
%A Al-Shaer, Ehab
%A Bhatia, Archna
%A Castillo, Esteban
%A Cheng, Zhuo
%A Dhaduvai, Sreekar
%A Duan, Qi
%A Hebenstreit, Bryanna
%A Islam, Md Mazharul
%A Karimi, Younes
%A Masoumzadeh, Amir
%A Mather, Brodie
%A Santhanam, Sashank
%A Shaikh, Samira
%A Zemel, Alan
%A Strzalkowski, Tomek
%A Dorr, Bonnie J.
%Y Bhatia, Archna
%Y Shaikh, Samira
%S Proceedings for the First International Workshop on Social Threats in Online Conversations: Understanding and Management
%D 2020
%8 May
%I European Language Resources Association
%C Marseille, France
%@ 979-10-95546-39-9
%G English
%F dalton-etal-2020-active
%X We describe a system that supports natural language processing (NLP) components for active defenses against social engineering attacks. We deploy a pipeline of human language technology, including Ask and Framing Detection, Named Entity Recognition, Dialogue Engineering, and Stylometry. The system processes modern message formats through a plug-in architecture to accommodate innovative approaches for message analysis, knowledge representation and dialogue generation. The novelty of the system is that it uses NLP for cyber defense and engages the attacker using bots to elicit evidence to attribute to the attacker and to waste the attacker’s time and resources.
%U https://aclanthology.org/2020.stoc-1.1
%P 1-8
Markdown (Informal)
[Active Defense Against Social Engineering: The Case for Human Language Technology](https://aclanthology.org/2020.stoc-1.1) (Dalton et al., STOC 2020)
ACL
- Adam Dalton, Ehsan Aghaei, Ehab Al-Shaer, Archna Bhatia, Esteban Castillo, Zhuo Cheng, Sreekar Dhaduvai, Qi Duan, Bryanna Hebenstreit, Md Mazharul Islam, Younes Karimi, Amir Masoumzadeh, Brodie Mather, Sashank Santhanam, Samira Shaikh, Alan Zemel, Tomek Strzalkowski, and Bonnie J. Dorr. 2020. Active Defense Against Social Engineering: The Case for Human Language Technology. In Proceedings for the First International Workshop on Social Threats in Online Conversations: Understanding and Management, pages 1–8, Marseille, France. European Language Resources Association.