Paulo Shakarian

Abhinav Koyyalamudi

Noel Ngu

Lakshmivihari Mareedu

Proceedings of the AAAI 2023 Spring Symposium on Challenges Requiring the Combination of Machine Learning and Knowledge Engineering (AAAI-MAKE 2023), 2023

PyReason: Software for Open World Temporal Logic.

[BibT_eX]

[DOI]

Dyuman Aditya

Kaustuv Mukherji

Srikar Balasubramanian

Abhiraj Chaudhary

Proceedings of the AAAI 2023 Spring Symposium on Challenges Requiring the Combination of Machine Learning and Knowledge Engineering (AAAI-MAKE 2023), 2023

2022

Argumentation-Based Query Answering under Uncertainty with Application to Cybersecurity.

[BibT_eX]

[DOI]

Mario A. Leiva

Alejandro Javier García

Big Data Cogn. Comput., 2022

Extensions to Generalized Annotated Logic and an Equivalent Neural Architecture.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Transdisciplinary AI, 2022

2021

Identification of Pathogenic Social Media Accounts - From Data to Intelligence to Prediction

[BibT_eX]

[DOI]

Springer Briefs in Computer Science, Springer, ISBN: 978-3-030-61430-0, 2021

Exploring geographic hotspots using topological data analysis.

[BibT_eX]

[DOI]

Trans. GIS, 2021

2020

A Logic Programming Approach to Predict Enterprise-Targeted Cyberattacks.

[BibT_eX]

[DOI]

Proceedings of the Data Science in Cybersecurity and Cyberthreat Intelligence, 2020

Measuring Time-Constrained Influence to Predict Adoption in Online Social Networks.

[BibT_eX]

[DOI]

ACM Trans. Soc. Comput., 2020

A Feature-Driven Approach for Identifying Pathogenic Social Media Accounts.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Data Intelligence and Security, 2020

Inductive and Deductive Reasoning to Assist in Cyber-Attack Prediction.

[BibT_eX]

[DOI]

Mohammed Almukaynizi

Proceedings of the 10th Annual Computing and Communication Workshop and Conference, 2020

2019

Using network motifs to characterize temporal network evolution leading to diffusion inhibition.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2019

Mining user interaction patterns in the darkweb to predict enterprise cyber incidents.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2019

Understanding Information Flow in Cascades Using Network Motifs.

[BibT_eX]

[DOI]

CoRR, 2019

Leveraging Motifs to Model the Temporal Dynamics of Diffusion Networks.

[BibT_eX]

[DOI]

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Less is More: Semi-Supervised Causal Inference for Detecting Pathogenic Users in Social Media.

[BibT_eX]

[DOI]

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Reasoning About Future Cyber-Attacks Through Socio-Technical Hacking Information.

[BibT_eX]

[DOI]

Mohammed Almukaynizi

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

An End-to-End Framework to Identify Pathogenic Social Media Accounts on Twitter.

[BibT_eX]

[DOI]

Ashkan Sadeghi-Mobarakeh

Proceedings of the 2nd International Conference on Data Intelligence and Security, 2019

Detection of Violent Extremists in Social Media.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Data Intelligence and Security, 2019

Hawkes Process for Understanding the Influence of Pathogenic Social Media Accounts.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Data Intelligence and Security, 2019

Can social influence be exploited to compromise security: an online experimental evaluation.

[BibT_eX]

[DOI]

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

Impact of social influence on adoption behavior: an online controlled experimental evaluation.

[BibT_eX]

[DOI]

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

Reasoning about sequential cyberattacks.

[BibT_eX]

[DOI]

Vivin Paliath

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

A hybrid KRR-ML approach to predict malicious email campaigns.

[BibT_eX]

[DOI]

Mohammed Almukaynizi

Malay Shah

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

Cyber Threat Analysis with Structured Probabilistic Argumentation.

[BibT_eX]

[DOI]

Mario A. Leiva

Guillermo Ricardo Simari

Proceedings of the 3rd Workshop on Advances In Argumentation In Artificial Intelligence co-located with the 18th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2019), 2019

2018

Defending Against Chained Cyber-Attacks by Adversarial Agents.

[BibT_eX]

[DOI]

Vivin Paliath

Proceedings of the Guide to Vulnerability Analysis for Computer Networks and Systems, 2018

Dark-Web Cyber Threat Intelligence: From Data to Intelligence to Prediction.

[BibT_eX]

[DOI]

Inf., 2018

Strongly Hierarchical Factorization Machines and ANOVA Kernel Regression.

[BibT_eX]

[DOI]

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Predicting Hacker Adoption on Darkweb Forums Using Sequential Rule Mining.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2018

Early Identification of Pathogenic Social Media Accounts.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Intelligence and Security Informatics, 2018

Finding Cryptocurrency Attack Indicators Using Temporal Logic and Darkweb Data.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Intelligence and Security Informatics, 2018

DARKMENTION: A Deployed System to Predict Enterprise-Targeted External Cyberattacks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Intelligence and Security Informatics, 2018

Detecting Pathogenic Social Media Accounts without Content or Network Structure.

[BibT_eX]

[DOI]

Proceedings of the 1st International Conference on Data Intelligence and Security, 2018

Mining Key-Hackers on Darkweb Forums.

[BibT_eX]

[DOI]

Proceedings of the 1st International Conference on Data Intelligence and Security, 2018

Community Finding of Malware and Exploit Vendors on Darkweb Marketplaces.

[BibT_eX]

[DOI]

Proceedings of the 1st International Conference on Data Intelligence and Security, 2018

Finding Novel Event Relationships in Temporal Data.

[BibT_eX]

[DOI]

Ashkan Aleali

Mahila Dadfarnia

Proceedings of the 1st International Conference on Data Intelligence and Security, 2018

At-risk system identification via analysis of discussions on the darkweb.

[BibT_eX]

[DOI]

Eric Nunes

Proceedings of the 2018 APWG Symposium on Electronic Crime Research, 2018

Predicting enterprise cyber incidents using social network analysis on the darkweb hacker forums.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Cyber Conflict, 2018

DarkEmbed: Exploit Prediction With Neural Language Models.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Understanding and forecasting lifecycle events in information cascades.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2017

Semi-supervised learning for detecting human trafficking.

[BibT_eX]

[DOI]

J. E. Kelly Snyder

Secur. Informatics, 2017

Crisis and Collective Problem Solving in Dark Web: An Exploration of a Black Hat Forum.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Social Media & Society, 2017

Temporal Analysis of Influence to Predict Users' Adoption in Online Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Social, Cultural, and Behavioral Modeling, 2017

Early Warnings of Cyber Threats in Online Discussions.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

Measuring cyber attribution in games.

[BibT_eX]

[DOI]

Proceedings of the 2017 APWG Symposium on Electronic Crime Research, 2017

Proactive identification of exploits in the wild through vulnerability mentions online.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Cyber Conflict, 2017

2016

Toward early and order-of-magnitude cascade prediction in social networks.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2016

A quantitative approach to belief revision in structured probabilistic argumentation.

[BibT_eX]

[DOI]

Marcelo A. Falappa

Ann. Math. Artif. Intell., 2016

Belief revision in structured probabilistic argumentation - Model and application to cyber security.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 2016

Modeling cyber-attacks on industrial control systems.

[BibT_eX]

[DOI]

Vivin Paliath

Proceedings of the IEEE Conference on Intelligence and Security Informatics, 2016

Darknet and deepnet mining for proactive cybersecurity threat intelligence.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Intelligence and Security Informatics, 2016

Product offerings in malicious hacker markets.

[BibT_eX]

[DOI]

Ahmad Diab

Proceedings of the IEEE Conference on Intelligence and Security Informatics, 2016

A non-parametric learning approach to identify online human trafficking.

[BibT_eX]

[DOI]

J. E. Kelly Snyder

Proceedings of the IEEE Conference on Intelligence and Security Informatics, 2016

MIST: Missing Person Intelligence Synthesis Toolkit.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Argumentation models for cyber attribution.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

An empirical evaluation of social influence metrics.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

A comparison of methods for cascade prediction.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

Socio-Cultural Modeling for Cyber Threat Actors.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence for Cyber Security, 2016

Data Driven Game Theoretic Cyber Threat Mitigation.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Toward Argumentation-Based Cyber Attribution.

[BibT_eX]

[DOI]

Eric Nunes

Proceedings of the Artificial Intelligence for Cyber Security, 2016

Exploring Malicious Hacker Forums.

[BibT_eX]

[DOI]

Andrew T. Gunn

Proceedings of the Cyber Deception, Building the Scientific Foundation, 2016

Cyber-Deception and Attribution in Capture-the-Flag Exercises.

[BibT_eX]

[DOI]

Proceedings of the Cyber Deception, Building the Scientific Foundation, 2016

2015

Diffusion in Social Networks

[BibT_eX]

[DOI]

Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-23105-1, 2015

Cyber Attribution: An Argumentation-Based Approach.

[BibT_eX]

[DOI]

Proceedings of the Cyber Warfare - Building the Scientific Foundation, 2015

Cyber Attacks and Public Embarrassment: A Survey of Some Notable Hacks.

[BibT_eX]

[DOI]

Andrew Ruef

CoRR, 2015

A Multidisciplinary Survey of Social Network Diffusion Models.

[BibT_eX]

[DOI]

IEEE Intell. Informatics Bull., 2015

Mining for Causal Relationships: A Data-Driven Study of the Islamic State.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Early Identification of Violent Criminal Gang Members.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

KSGM: Keynode-driven Scalable Graph Matching.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Cyber-Deception and Attribution in Capture-the-Flag Exercises.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

Malware Task Identification: A Data Driven Approach.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

Toward Order-of-Magnitude Cascade Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014

An Argumentation-Based Framework to Address the Attribution Problem in Cyber-Warfare.

[BibT_eX]

[DOI]

CoRR, 2014

Workshop on Social Influence - SI 2014 - Introduction.

[BibT_eX]

[DOI]

Proceedings of the Social Informatics - SocInfo 2014 International Workshops, Barcelona, 2014

Keeping Intruders at Large - A Graph-theoretic Approach to Reducing the Probability of Successful Network Intrusions.

[BibT_eX]

[DOI]

Damon Paulo

Massimiliano Albanese

Sushil Jajodia

Proceedings of the SECRYPT 2014, 2014

Reducing gang violence through network influence based targeting of social programs.

[BibT_eX]

[DOI]

Joseph Salmento

William R. Pulleyblank

John Bertetto

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Keeping Intruders at Bay: A Graph-theoretic Approach to Reducing the Probability of Successful Network Intrusions.

[BibT_eX]

[DOI]

Nimish Kulkarni

Massimiliano Albanese

Sushil Jajodia

Proceedings of the E-Business and Telecommunications - 11th International Joint Conference, 2014

Belief Revision in Structured Probabilistic Argumentation.

[BibT_eX]

[DOI]

Marcelo A. Falappa

Proceedings of the Foundations of Information and Knowledge Systems, 2014

Power grid defense against malicious cascading failure.

[BibT_eX]

[DOI]

Hansheng Lei

Roy Lindelauf

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

A Network-Based Approach for Identifying Cancer Causing Pathogens.

[BibT_eX]

[DOI]

Proceedings of the 2014 ACM Southeast Regional Conference, Kennesaw, GA, USA, March 28, 2014

2013

Reasoning about Complex Networks: A Logic Programming Approach.

[BibT_eX]

[DOI]

Devon Callahan

Theory Pract. Log. Program., 2013

Using Generalized Annotated Programs to Solve Social Network Diffusion Optimization Problems.

[BibT_eX]

[DOI]

ACM Trans. Comput. Log., 2013

A scalable heuristic for viral marketing under the tipping model.

[BibT_eX]

[DOI]

Sean Eyre

Damon Paulo

Soc. Netw. Anal. Min., 2013

MANCaLog: A Logic for Multi-Attribute Network Cascades (Technical Report)

[BibT_eX]

[DOI]

Robert Schroeder

CoRR, 2013

The Dragon and the Computer: Why Intellectual Property Theft is Compatible with Chinese Cyber-Warfare Doctrine.

[BibT_eX]

[DOI]

Andrew Ruef

CoRR, 2013

A novel analytical method for evolutionary graph theory problems.

[BibT_eX]

[DOI]

Patrick Roos

Geoffrey Moores

Biosyst., 2013

Geospatial optimization problems.

[BibT_eX]

[DOI]

Proceedings of the 2nd IEEE Network Science Workshop, 2013

Mining for geographically disperse communities in social networks by leveraging distance modularity.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

MANCaLog: a logic for multi-attribute network cascades.

[BibT_eX]

[DOI]

Robert Schroeder

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

Social network intelligence analysis to combat street gang violence.

[BibT_eX]

[DOI]

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Mining for Spatially-Near Communities in Geo-Located Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 AAAI Fall Symposia, Arlington, Virginia, USA, November 15-17, 2013, 2013

2012

Annotated Probabilistic Temporal Logic: Approximate Fixpoint Implementation.

[BibT_eX]

[DOI]

ACM Trans. Comput. Log., 2012

Adversarial Geospatial Abduction Problems.

[BibT_eX]

[DOI]

John P. Dickerson

ACM Trans. Intell. Syst. Technol., 2012

Spreaders in the Network SIR Model: An Empirical Study

[BibT_eX]

[DOI]

CoRR, 2012

A review of evolutionary graph theory with applications to game theory.

[BibT_eX]

[DOI]

Patrick Roos

Anthony N. Johnson

Biosyst., 2012

Shaping Operations to Attack Robust Terror Networks.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Conference on Social Informatics (SocialInformatics), 2012

A Probabilistic Framework for Localization of Attackers in MANETs.

[BibT_eX]

[DOI]

Massimiliano Albanese

Alessandra De Benedictis

Sushil Jajodia

Proceedings of the Computer Security - ESORICS 2012, 2012

Large Social Networks Can Be Targeted for Viral Marketing with Small Seed Sets.

[BibT_eX]

[DOI]

Damon Paulo

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

2011

Region-Based Geospatial Abduction with Counter-IED Applications.

[BibT_eX]

[DOI]

Proceedings of the Counterterrorism and Open Source Intelligence, 2011

Spatio-Temporal Reasoning About Agent Behavior.

[BibT_eX]

[DOI]

PhD thesis, 2011

Annotated probabilistic temporal logic.

[BibT_eX]

[DOI]

ACM Trans. Comput. Log., 2011

GAPs: Geospatial Abduction Problems.

[BibT_eX]

[DOI]

Maria Luisa Sapino

ACM Trans. Intell. Syst. Technol., 2011

Towards Shrink-Wrapped Security: Practically Incorporating Context Into Security Services.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Ambient Systems, 2011

Abductive Inference for Combat: Using SCARE-S2 to Find High-Value Targets in Afghanistan.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third Conference on Innovative Applications of Artificial Intelligence, 2011

2010

A Scalable Framework for Modeling Competitive Diffusion in Social Networks.

[BibT_eX]

[DOI]

Matthias Broecheler

Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

Using Generalized Annotated Programs to Solve Social Network Optimization Problems.

[BibT_eX]

[DOI]