Paulo Shakarian

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 98

Top Venues

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

Publications

Divyagna Bavikadi, Ayushi Agarwal, Shashank Ganta, Yunro Chung, Lusheng Song, Ji Qiu, Paulo Shakarian
Machine Learning Driven Biomarker Selection for Medical Diagnosis. CoRR (2024)
Divyagna Bavikadi, Dyuman Aditya, Devendra Parkar, Paulo Shakarian, Graham Mueller, Chad Parvis, Gerardo I. Simari
Geospatial Trajectory Generation via Efficient Abduction: Deployment for Independent Testing. CoRR (2024)
Kaustuv Mukherji, Devendra Parkar, Lahari Pokala, Dyuman Aditya, Paulo Shakarian, Clark Dorman
Scalable Semantic Non-Markovian Simulation Proxy for Reinforcement Learning. ICSC (2024)
Hua Wei, Paulo Shakarian, Christian Lebiere, Bruce A. Draper, Nikhil Krishnaswamy, Sergei Nirenburg
Metacognitive AI: Framework and the Case for a Neurosymbolic Approach. CoRR (2024)
Noel Ngu, Nathaniel Lee, Paulo Shakarian
Diversity Measures: Domain-Independent Proxies for Failure in Language Model Queries. ICSC (2024)
Joshua Shay Kricheli, Khoa Vo, Aniruddha Datta, Spencer Ozgur, Paulo Shakarian
Error Detection and Constraint Recovery in Hierarchical Multi-Label Classification without Prior Knowledge. CoRR (2024)
Noel Ngu, Nathaniel Lee, Paulo Shakarian
Diversity Measures: Domain-Independent Proxies for Failure in Language Model Queries. CoRR (2023)
Dyuman Aditya, Kaustuv Mukherji, Srikar Balasubramanian, Abhiraj Chaudhary, Paulo Shakarian
PyReason: Software for Open World Temporal Logic. AAAI Spring Symposium: MAKE (2023)
Bowen Xi, Kevin Scaria, Paulo Shakarian
Rule-Based Error Detection and Correction to Operationalize Movement Trajectory Classification. CoRR (2023)
Paulo Shakarian, Abhinav Koyyalamudi, Noel Ngu, Lakshmivihari Mareedu
An Independent Evaluation of ChatGPT on Mathematical Word Problems (MWP). CoRR (2023)
Damián Ariel Furman, Stephanie Anneris Malvicini, Maria Vanina Martinez, Paulo Shakarian, Gerardo Ignacio Simari, Yamil Osvaldo Soto
A Neuro-symbolic Approach to Argument Comparison in Structured Argumentation. AI³@AI*IA (2023)
Kaustuv Mukherji, Devendra Parkar, Lahari Pokala, Dyuman Aditya, Paulo Shakarian, Clark Dorman
Scalable Semantic Non-Markovian Simulation Proxy for Reinforcement Learning. CoRR (2023)
Paulo Shakarian, Abhinav Koyyalamudi, Noel Ngu, Lakshmivihari Mareedu
An Independent Evaluation of ChatGPT on Mathematical Word Problems (MWP). AAAI Spring Symposium: MAKE (2023)
Paulo Shakarian, Gerardo I. Simari
Extensions to Generalized Annotated Logic and an Equivalent Neural Architecture. CoRR (2023)
Dyuman Aditya, Kaustuv Mukherji, Srikar Balasubramanian, Abhiraj Chaudhary, Paulo Shakarian
PyReason: Software for Open World Temporal Logic. CoRR (2023)
Paulo Shakarian, Gerardo I. Simari, Devon Callahan
Reasoning about Complex Networks: A Logic Programming Approach. CoRR (2022)
Paulo Shakarian, Gerardo I. Simari
Extensions to Generalized Annotated Logic and an Equivalent Neural Architecture. TransAI (2022)
Mario A. Leiva, Alejandro Javier García, Paulo Shakarian, Gerardo I. Simari
Argumentation-Based Query Answering under Uncertainty with Application to Cybersecurity. Big Data Cogn. Comput. 6 (3) (2022)
Rui Zhang, Jonas Lukasczyk, Feng Wang, David S. Ebert, Paulo Shakarian, Elizabeth A. Mack, Ross Maciejewski
Exploring geographic hotspots using topological data analysis. Trans. GIS 25 (6) (2021)
Hamidreza Alvari, Ghazaleh Beigi, Soumajyoti Sarkar, Scott W. Ruston, Steven R. Corman, Hasan Davulcu, Paulo Shakarian
A Feature-Driven Approach for Identifying Pathogenic Social Media Accounts. CoRR (2020)
Ericsson Marin, Ruocheng Guo, Paulo Shakarian
Measuring Time-Constrained Influence to Predict Adoption in Online Social Networks. ACM Trans. Soc. Comput. 3 (3) (2020)
Ericsson Marin, Mohammed Almukaynizi, Paulo Shakarian
Inductive and Deductive Reasoning to Assist in Cyber-Attack Prediction. CCWC (2020)
Hamidreza Alvari, Ghazaleh Beigi, Soumajyoti Sarkar, Scott W. Ruston, Steven R. Corman, Hasan Davulcu, Paulo Shakarian
A Feature-Driven Approach for Identifying Pathogenic Social Media Accounts. ICDIS (2020)
Soumajyoti Sarkar, Mohammad Almukaynizi, Jana Shakarian, Paulo Shakarian
Mining user interaction patterns in the darkweb to predict enterprise cyber incidents. Soc. Netw. Anal. Min. 9 (1) (2019)
Hamidreza Alvari, Soumajyoti Sarkar, Paulo Shakarian
Detection of Violent Extremists in Social Media. ICDIS (2019)
Hamidreza Alvari, Elham Shaabani, Soumajyoti Sarkar, Ghazaleh Beigi, Paulo Shakarian
Less is More: Semi-Supervised Causal Inference for Detecting Pathogenic Users in Social Media. CoRR (2019)
Vivin Paliath, Paulo Shakarian
Reasoning about sequential cyberattacks. ASONAM (2019)
Ericsson Marin, Mohammed Almukaynizi, Paulo Shakarian
Reasoning About Future Cyber-Attacks Through Socio-Technical Hacking Information. ICTAI (2019)
Soumajyoti Sarkar, Hamidreza Alvari, Paulo Shakarian
Leveraging Motifs to Model the Temporal Dynamics of Diffusion Networks. WWW (Companion Volume) (2019)
Hamidreza Alvari, Elham Shaabani, Soumajyoti Sarkar, Ghazaleh Beigi, Paulo Shakarian
Less is More: Semi-Supervised Causal Inference for Detecting Pathogenic Users in Social Media. WWW (Companion Volume) (2019)
Elham Shaabani, Ashkan Sadeghi-Mobarakeh, Hamidreza Alvari, Paulo Shakarian
An End-to-End Framework to Identify Pathogenic Social Media Accounts on Twitter. ICDIS (2019)
Hamidreza Alvari, Paulo Shakarian
Hawkes Process for Understanding the Influence of Pathogenic Social Media Accounts. CoRR (2019)
Mohammed Almukaynizi, Malay Shah, Paulo Shakarian
A hybrid KRR-ML approach to predict malicious email campaigns. ASONAM (2019)
Elham Shaabani, Ashkan Sadeghi-Mobarakeh, Hamidreza Alvari, Paulo Shakarian
An End-to-End Framework to Identify Pathogenic Social Media Accounts on Twitter. CoRR (2019)
Soumajyoti Sarkar, Paulo Shakarian, Mika Armenta, Danielle Sanchez, Kiran Lakkaraju
Can social influence be exploited to compromise security: An online experimental evaluation. CoRR (2019)
Soumajyoti Sarkar, Ashkan Aleali, Paulo Shakarian, Mika Armenta, Danielle Sanchez, Kiran Lakkaraju
Impact of Social Influence on Adoption Behavior: An Online Controlled Experimental Evaluation. CoRR (2019)
Soumajyoti Sarkar, Ashkan Aleali, Paulo Shakarian, Mika Armenta, Danielle Sanchez, Kiran Lakkaraju
Impact of social influence on adoption behavior: an online controlled experimental evaluation. ASONAM (2019)
Soumajyoti Sarkar, Mohammad Almukaynizi, Jana Shakarian, Paulo Shakarian
Mining user interaction patterns in the darkweb to predict enterprise cyber incidents. CoRR (2019)
Hamidreza Alvari, Paulo Shakarian
Hawkes Process for Understanding the Influence of Pathogenic Social Media Accounts. ICDIS (2019)
Soumajyoti Sarkar, Ruocheng Guo, Paulo Shakarian
Using network motifs to characterize temporal network evolution leading to diffusion inhibition. Soc. Netw. Anal. Min. 9 (1) (2019)
Soumajyoti Sarkar, Hamidreza Alvari, Paulo Shakarian
Understanding Information Flow in Cascades Using Network Motifs. CoRR (2019)
Hamidreza Alvari, Soumajyoti Sarkar, Paulo Shakarian
Detection of Violent Extremists in Social Media. CoRR (2019)
Soumajyoti Sarkar, Paulo Shakarian, Mika Armenta, Danielle Sanchez, Kiran Lakkaraju
Can social influence be exploited to compromise security: an online experimental evaluation. ASONAM (2019)
Soumajyoti Sarkar, Hamidreza Alvari, Paulo Shakarian
Leveraging Motifs to Model the Temporal Dynamics of Diffusion Networks. CoRR (2019)
Elham Shaabani, Ruocheng Guo, Paulo Shakarian
Detecting Pathogenic Social Media Accounts without Content or Network Structure. CoRR (2019)
Soumajyoti Sarkar, Ruocheng Guo, Paulo Shakarian
Using network motifs to characterize temporal network evolution leading to diffusion inhibition. CoRR (2019)
Mario A. Leiva, Gerardo I. Simari, Guillermo Ricardo Simari, Paulo Shakarian
Cyber Threat Analysis with Structured Probabilistic Argumentation. AI³@AI*IA (2019)
Ruocheng Guo, Hamidreza Alvari, Paulo Shakarian
Strongly Hierarchical Factorization Machines and ANOVA Kernel Regression. SDM (2018)
Ericsson Marin, Mohammed Almukaynizi, Eric Nunes, Jana Shakarian, Paulo Shakarian
Predicting Hacker Adoption on Darkweb Forums Using Sequential Rule Mining. ISPA/IUCC/BDCloud/SocialCom/SustainCom (2018)
Ericsson Marin, Jana Shakarian, Paulo Shakarian
Mining Key-Hackers on Darkweb Forums. ICDIS (2018)
Hamidreza Alvari, Elham Shaabani, Paulo Shakarian
Early Identification of Pathogenic Social Media Accounts. CoRR (2018)
Mohammed Almukaynizi, Vivin Paliath, Malay Shah, Malav Shah, Paulo Shakarian
Finding Cryptocurrency Attack Indicators Using Temporal Logic and Darkweb Data. CoRR (2018)
Mohammed Almukaynizi, Ericsson Marin, Eric Nunes, Paulo Shakarian, Gerardo I. Simari, Dipsy Kapoor, Timothy Siedlecki
DARKMENTION: A Deployed System to Predict Enterprise-Targeted External Cyberattacks. ISI (2018)
Ashkan Aleali, Mahila Dadfarnia, Paulo Shakarian
Finding Novel Event Relationships in Temporal Data. ICDIS (2018)
Hamidreza Alvari, Elham Shaabani, Paulo Shakarian
Early Identification of Pathogenic Social Media Accounts. ISI (2018)
Soumajyoti Sarkar, Mohammad Almukaynizi, Jana Shakarian, Paulo Shakarian
Predicting enterprise cyber incidents using social network analysis on the darkweb hacker forums. CoRR (2018)
Paulo Shakarian
Dark-Web Cyber Threat Intelligence: From Data to Intelligence to Prediction. Inf. 9 (12) (2018)
Eric Nunes, Paulo Shakarian, Gerardo I. Simari
At-risk system identification via analysis of discussions on the darkweb. eCrime (2018)
Anna Sapienza, Alessandro Bessi, Saranya Damodaran, Paulo Shakarian, Kristina Lerman, Emilio Ferrara
Early Warnings of Cyber Threats in Online Discussions. CoRR (2018)
Nazgol Tavabi, Palash Goyal, Mohammed Almukaynizi, Paulo Shakarian, Kristina Lerman
DarkEmbed: Exploit Prediction With Neural Language Models. AAAI (2018)
Elham Shaabani, Ruocheng Guo, Paulo Shakarian
Detecting Pathogenic Social Media Accounts without Content or Network Structure. ICDIS (2018)
Soumajyoti Sarkar, Mohammad Almukaynizi, Jana Shakarian, Paulo Shakarian
Predicting enterprise cyber incidents using social network analysis on the darkweb hacker forums. CyCon U.S. (2018)
Soumajyoti Sarkar, Ruocheng Guo, Paulo Shakarian
Understanding and forecasting lifecycle events in information cascades. CoRR (2018)
Mohammed Almukaynizi, Vivin Paliath, Malay Shah, Malav Shah, Paulo Shakarian
Finding Cryptocurrency Attack Indicators Using Temporal Logic and Darkweb Data. ISI (2018)
Ericsson Marin, Mohammed Almukaynizi, Eric Nunes, Paulo Shakarian
Community Finding of Malware and Exploit Vendors on Darkweb Marketplaces. ICDIS (2018)
Mohammed Almukaynizi, Ericsson Marin, Eric Nunes, Paulo Shakarian, Gerardo I. Simari, Dipsy Kapoor, Timothy Siedlecki
DARKMENTION: A Deployed System to Predict Enterprise-Targeted External Cyberattacks. CoRR (2018)
Ericsson Marin, Ruocheng Guo, Paulo Shakarian
Temporal Analysis of Influence to Predict Users' Adoption in Online Social Networks. SBP-BRiMS (2017)
Soumajyoti Sarkar, Ruocheng Guo, Paulo Shakarian
Understanding and forecasting lifecycle events in information cascades. Soc. Netw. Anal. Min. 7 (1) (2017)
Hamidreza Alvari, Paulo Shakarian, J. E. Kelly Snyder
Semi-Supervised Learning for Detecting Human Trafficking. CoRR (2017)
Kyounghee Hazel Kwon, J. Hunter Priniski, Soumajyoti Sarkar, Jana Shakarian, Paulo Shakarian
Crisis and Collective Problem Solving in Dark Web: An Exploration of a Black Hat Forum. SMSociety (2017)
Hamidreza Alvari, Paulo Shakarian, J. E. Kelly Snyder
Semi-supervised learning for detecting human trafficking. Secur. Informatics 6 (1) (2017)
Mohammed Almukaynizi, Eric Nunes, Krishna Dharaiya, Manoj Senguttuvan, Jana Shakarian, Paulo Shakarian
Proactive identification of exploits in the wild through vulnerability mentions online. CyCon U.S. (2017)
Ericsson Marin, Ruocheng Guo, Paulo Shakarian
Temporal Analysis of Influence to Predict Users' Adoption in Online Social Networks. CoRR (2017)
Ruocheng Guo, Hamidreza Alvari, Paulo Shakarian
Strongly Hierarchical Factorization Machines and ANOVA Kernel Regression. CoRR (2017)
Anna Sapienza, Alessandro Bessi, Saranya Damodaran, Paulo Shakarian, Kristina Lerman, Emilio Ferrara
Early Warnings of Cyber Threats in Online Discussions. ICDM Workshops (2017)
Andrew Ruef, Eric Nunes, Paulo Shakarian, Gerardo I. Simari
Measuring cyber attribution in games. eCrime (2017)
Ericsson Marin, Ahmad Diab, Paulo Shakarian
Product offerings in malicious hacker markets. ISI (2016)
Paulo Shakarian, Gerardo I. Simari, Geoffrey Moores, Damon Paulo, Simon Parsons, Marcelo A. Falappa, Ashkan Aleali
Belief revision in structured probabilistic argumentation - Model and application to cyber security. Ann. Math. Artif. Intell. 78 (3-4) (2016)
Ruocheng Guo, Elham Shaabani, Abhinav Bhatnagar, Paulo Shakarian
Toward Early and Order-of-Magnitude Cascade Prediction in Social Networks. CoRR (2016)
Ruocheng Guo, Paulo Shakarian
A Comparison of Methods for Cascade Prediction. CoRR (2016)
Hamidreza Alvari, Paulo Shakarian, J. E. Kelly Snyder
A Non-Parametric Learning Approach to Identify Online Human Trafficking. CoRR (2016)
Gerardo I. Simari, Paulo Shakarian, Marcelo A. Falappa
A quantitative approach to belief revision in structured probabilistic argumentation. Ann. Math. Artif. Intell. 76 (3-4) (2016)
Eric Nunes, Paulo Shakarian, Gerardo I. Simari
Toward Argumentation-Based Cyber Attribution. AAAI Workshop: Artificial Intelligence for Cyber Security (2016)
Ericsson Marin, Ahmad Diab, Paulo Shakarian
Product Offerings in Malicious Hacker Markets. CoRR (2016)
Eric Nunes, Paulo Shakarian, Gerardo I. Simari, Andrew Ruef
Argumentation models for cyber attribution. ASONAM (2016)
Eric Nunes, Paulo Shakarian, Gerardo I. Simari, Andrew Ruef
Argumentation Models for Cyber Attribution. CoRR (2016)
Ruocheng Guo, Elham Shaabani, Abhinav Bhatnagar, Paulo Shakarian
Toward early and order-of-magnitude cascade prediction in social networks. Soc. Netw. Anal. Min. 6 (1) (2016)
Nikhil Kumar, Ruocheng Guo, Ashkan Aleali, Paulo Shakarian
An empirical evaluation of social influence metrics. ASONAM (2016)
Vivin Paliath, Paulo Shakarian
Modeling cyber-attacks on industrial control systems. ISI (2016)
Ruocheng Guo, Paulo Shakarian
A comparison of methods for cascade prediction. ASONAM (2016)
Elham Shaabani, Hamidreza Alvari, Paulo Shakarian, J. E. Kelly Snyder
MIST: Missing Person Intelligence Synthesis Toolkit. CoRR (2016)
Hamidreza Alvari, Paulo Shakarian, J. E. Kelly Snyder
A non-parametric learning approach to identify online human trafficking. ISI (2016)
Nikhil Kumar, Ruocheng Guo, Ashkan Aleali, Paulo Shakarian
An Empirical Evaluation Of Social Influence Metrics. CoRR (2016)
Paulo Shakarian, Jana Shakarian
Socio-Cultural Modeling for Cyber Threat Actors. AAAI Workshop: Artificial Intelligence for Cyber Security (2016)
Eric Nunes, Ahmad Diab, Andrew Gunn, Ericsson Marin, Vineet Mishra, Vivin Paliath, John Robertson, Jana Shakarian, Amanda Thart, Paulo Shakarian
Darknet and Deepnet Mining for Proactive Cybersecurity Threat Intelligence. CoRR (2016)
Eric Nunes, Ahmad Diab, Andrew T. Gunn, Ericsson Marin, Vineet Mishra, Vivin Paliath, John Robertson, Jana Shakarian, Amanda Thart, Paulo Shakarian
Darknet and deepnet mining for proactive cybersecurity threat intelligence. ISI (2016)
Elham Shaabani, Hamidreza Alvari, Paulo Shakarian, J. E. Kelly Snyder
MIST: Missing Person Intelligence Synthesis Toolkit. CIKM (2016)
John Robertson, Vivin Paliath, Jana Shakarian, Amanda Thart, Paulo Shakarian
Data Driven Game Theoretic Cyber Threat Mitigation. AAAI (2016)
Eric Nunes, Nimish Kulkarni, Paulo Shakarian, Andrew Ruef, Jay Little
Cyber-Deception and Attribution in Capture-the-Flag Exercises. ASONAM (2015)
Ruocheng Guo, Elham Shaabani, Abhinav Bhatnagar, Paulo Shakarian
Toward Order-of-Magnitude Cascade Prediction. CoRR (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Paulo Shakarian