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Books and Theses
- 2023
[b4]Paulo Shakarian, Chitta Baral, Gerardo I. Simari, Bowen Xi, Lahari Pokala:
Neuro Symbolic Reasoning and Learning. Springer Briefs in Computer Science, Springer 2023, ISBN 978-3-031-39178-1, pp. 1-119- 2021
- [b3]Hamidreza Alvari, Elham Shaabani, Paulo Shakarian:
Identification of Pathogenic Social Media Accounts - From Data to Intelligence to Prediction. Springer Briefs in Computer Science, Springer 2021, ISBN 978-3-030-61430-0, pp. 1-95 - 2015
- [b2]Paulo Shakarian, Abhinav Bhatnagar, Ashkan Aleali, Elham Shaabani, Ruocheng Guo:
Diffusion in Social Networks. Springer Briefs in Computer Science, Springer 2015, ISBN 978-3-319-23104-4, pp. 1-101 - 2011
- [b1]Paulo Shakarian:
Spatio-Temporal Reasoning About Agent Behavior. University of Maryland, College Park, MD, USA, 2011
Journal Articles
- 2022
- [j21]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): 91 (2022) - 2021
- [j20]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): 3188-3209 (2021) - 2020
- [j19]Ericsson Marin, Ruocheng Guo, Paulo Shakarian:
Measuring Time-Constrained Influence to Predict Adoption in Online Social Networks. ACM Trans. Soc. Comput. 3(3): 13:1-13:26 (2020) - 2019
- [j18]Soumajyoti Sarkar, Ruocheng Guo, Paulo Shakarian:
Using network motifs to characterize temporal network evolution leading to diffusion inhibition. Soc. Netw. Anal. Min. 9(1): 14:1-14:24 (2019) - [j17]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): 57:1-57:28 (2019) - 2018
- [j16]Paulo Shakarian:
Dark-Web Cyber Threat Intelligence: From Data to Intelligence to Prediction. Inf. 9(12): 305 (2018) - 2017
- [j15]Hamidreza Alvari, Paulo Shakarian, J. E. Kelly Snyder:
Semi-supervised learning for detecting human trafficking. Secur. Informatics 6(1): 1 (2017) - [j14]Soumajyoti Sarkar, Ruocheng Guo, Paulo Shakarian:
Understanding and forecasting lifecycle events in information cascades. Soc. Netw. Anal. Min. 7(1): 55:1-55:22 (2017) - 2016
- [j13]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): 375-408 (2016) - [j12]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): 259-301 (2016) - [j11]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): 64:1-64:18 (2016) - 2015
- [j10]Paulo Shakarian:
A Multidisciplinary Survey of Social Network Diffusion Models. IEEE Intell. Informatics Bull. 16(1): 3-7 (2015) - 2013
- [j9]Paulo Shakarian, Patrick Roos, Geoffrey Moores:
A novel analytical method for evolutionary graph theory problems. Biosyst. 111(2): 136-144 (2013) - [j8]Paulo Shakarian, Sean Eyre, Damon Paulo:
A scalable heuristic for viral marketing under the tipping model. Soc. Netw. Anal. Min. 3(4): 1225-1248 (2013) - [j7]Paulo Shakarian, Matthias Broecheler, V. S. Subrahmanian, Cristian Molinaro:
Using Generalized Annotated Programs to Solve Social Network Diffusion Optimization Problems. ACM Trans. Comput. Log. 14(2): 10:1-10:40 (2013) - [j6]Paulo Shakarian, Gerardo I. Simari, Devon Callahan:
Reasoning about Complex Networks: A Logic Programming Approach. Theory Pract. Log. Program. 13(4-5-Online-Supplement) (2013) - 2012
- [j5]Paulo Shakarian, Patrick Roos, Anthony N. Johnson:
A review of evolutionary graph theory with applications to game theory. Biosyst. 107(2): 66-80 (2012) - [j4]Paulo Shakarian, John P. Dickerson, V. S. Subrahmanian:
Adversarial Geospatial Abduction Problems. ACM Trans. Intell. Syst. Technol. 3(2): 34:1-34:35 (2012) - [j3]Paulo Shakarian, Gerardo I. Simari, V. S. Subrahmanian:
Annotated Probabilistic Temporal Logic: Approximate Fixpoint Implementation. ACM Trans. Comput. Log. 13(2): 13:1-13:33 (2012) - 2011
- [j2]Paulo Shakarian, V. S. Subrahmanian, Maria Luisa Sapino:
GAPs: Geospatial Abduction Problems. ACM Trans. Intell. Syst. Technol. 3(1): 7:1-7:27 (2011) - [j1]Paulo Shakarian, Austin Parker, Gerardo I. Simari, V. S. Subrahmanian:
Annotated probabilistic temporal logic. ACM Trans. Comput. Log. 12(2): 14:1-14:44 (2011)
Conference and Workshop Papers
- 2024
- [c73]Hua Wei, Paulo Shakarian, Christian Lebiere, Bruce A. Draper, Nikhil Krishnaswamy, Sergei Nirenburg:
Metacognitive AI: Framework and the Case for a Neurosymbolic Approach. NeSy (2) 2024: 60-67 - [c72]Noel Ngu, Nathaniel Lee, Paulo Shakarian:
Diversity Measures: Domain-Independent Proxies for Failure in Language Model Queries. ICSC 2024: 176-182 - [c71]Kaustuv Mukherji, Devendra Parkar, Lahari Pokala, Dyuman Aditya, Paulo Shakarian, Clark Dorman:
Scalable Semantic Non-Markovian Simulation Proxy for Reinforcement Learning. ICSC 2024: 183-190 - 2023
- [c70]Dyuman Aditya, Kaustuv Mukherji, Srikar Balasubramanian, Abhiraj Chaudhary, Paulo Shakarian:
PyReason: Software for Open World Temporal Logic. AAAI Spring Symposium: MAKE 2023 - [c69]Paulo Shakarian, Abhinav Koyyalamudi, Noel Ngu, Lakshmivihari Mareedu:
An Independent Evaluation of ChatGPT on Mathematical Word Problems (MWP). AAAI Spring Symposium: MAKE 2023 - [c68]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 - 2022
- [c67]Paulo Shakarian, Gerardo I. Simari:
Extensions to Generalized Annotated Logic and an Equivalent Neural Architecture. TransAI 2022: 63-70 - 2020
- [c66]Ericsson Marin, Mohammed Almukaynizi, Paulo Shakarian:
Inductive and Deductive Reasoning to Assist in Cyber-Attack Prediction. CCWC 2020: 262-268 - [c65]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: 26-33 - 2019
- [c64]Mario A. Leiva, Gerardo I. Simari, Guillermo Ricardo Simari, Paulo Shakarian:
Cyber Threat Analysis with Structured Probabilistic Argumentation. AI³@AI*IA 2019: 50-64 - [c63]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: 226-233 - [c62]Soumajyoti Sarkar, Paulo Shakarian, Mika Armenta, Danielle Sanchez, Kiran Lakkaraju:
Can social influence be exploited to compromise security: an online experimental evaluation. ASONAM 2019: 593-596 - [c61]Vivin Paliath, Paulo Shakarian:
Reasoning about sequential cyberattacks. ASONAM 2019: 855-862 - [c60]Mohammed Almukaynizi, Malay Shah, Paulo Shakarian:
A hybrid KRR-ML approach to predict malicious email campaigns. ASONAM 2019: 895-898 - [c59]Hamidreza Alvari, Paulo Shakarian:
Hawkes Process for Understanding the Influence of Pathogenic Social Media Accounts. ICDIS 2019: 36-42 - [c58]Hamidreza Alvari, Soumajyoti Sarkar, Paulo Shakarian:
Detection of Violent Extremists in Social Media. ICDIS 2019: 43-47 - [c57]Elham Shaabani, Ashkan Sadeghi-Mobarakeh, Hamidreza Alvari, Paulo Shakarian:
An End-to-End Framework to Identify Pathogenic Social Media Accounts on Twitter. ICDIS 2019: 128-135 - [c56]Ericsson Marin, Mohammed Almukaynizi, Paulo Shakarian:
Reasoning About Future Cyber-Attacks Through Socio-Technical Hacking Information. ICTAI 2019: 157-164 - [c55]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: 154-161 - [c54]Soumajyoti Sarkar, Hamidreza Alvari, Paulo Shakarian:
Leveraging Motifs to Model the Temporal Dynamics of Diffusion Networks. WWW (Companion Volume) 2019: 1079-1086 - 2018
- [c53]Nazgol Tavabi, Palash Goyal, Mohammed Almukaynizi, Paulo Shakarian, Kristina Lerman:
DarkEmbed: Exploit Prediction With Neural Language Models. AAAI 2018: 7849-7854 - [c52]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: 1-7 - [c51]Eric Nunes, Paulo Shakarian, Gerardo I. Simari:
At-risk system identification via analysis of discussions on the darkweb. eCrime 2018: 1-12 - [c50]Ashkan Aleali, Mahila Dadfarnia, Paulo Shakarian:
Finding Novel Event Relationships in Temporal Data. ICDIS 2018: 9-16 - [c49]Elham Shaabani, Ruocheng Guo, Paulo Shakarian:
Detecting Pathogenic Social Media Accounts without Content or Network Structure. ICDIS 2018: 57-64 - [c48]Ericsson Marin, Jana Shakarian, Paulo Shakarian:
Mining Key-Hackers on Darkweb Forums. ICDIS 2018: 73-80 - [c47]Ericsson Marin, Mohammed Almukaynizi, Eric Nunes, Paulo Shakarian:
Community Finding of Malware and Exploit Vendors on Darkweb Marketplaces. ICDIS 2018: 81-84 - [c46]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: 31-36 - [c45]Mohammed Almukaynizi, Vivin Paliath, Malay Shah, Malav Shah, Paulo Shakarian:
Finding Cryptocurrency Attack Indicators Using Temporal Logic and Darkweb Data. ISI 2018: 91-93 - [c44]Hamidreza Alvari, Elham Shaabani, Paulo Shakarian:
Early Identification of Pathogenic Social Media Accounts. ISI 2018: 169-174 - [c43]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: 1183-1190 - [c42]Ruocheng Guo, Hamidreza Alvari, Paulo Shakarian:
Strongly Hierarchical Factorization Machines and ANOVA Kernel Regression. SDM 2018: 729-737 - 2017
- [c41]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: 82-88 - [c40]Andrew Ruef, Eric Nunes, Paulo Shakarian, Gerardo I. Simari:
Measuring cyber attribution in games. eCrime 2017: 28-32 - [c39]Anna Sapienza, Alessandro Bessi, Saranya Damodaran, Paulo Shakarian, Kristina Lerman, Emilio Ferrara:
Early Warnings of Cyber Threats in Online Discussions. ICDM Workshops 2017: 667-674 - [c38]Ericsson Marin, Ruocheng Guo, Paulo Shakarian:
Temporal Analysis of Influence to Predict Users' Adoption in Online Social Networks. SBP-BRiMS 2017: 254-261 - [c37]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: 45:1-45:5 - 2016
- [c36]Eric Nunes, Paulo Shakarian, Gerardo I. Simari:
Toward Argumentation-Based Cyber Attribution. AAAI Workshop: Artificial Intelligence for Cyber Security 2016 - [c35]John Robertson, Vivin Paliath, Jana Shakarian, Amanda Thart, Paulo Shakarian:
Data Driven Game Theoretic Cyber Threat Mitigation. AAAI 2016: 4041-4046 - [c34]Paulo Shakarian, Jana Shakarian:
Socio-Cultural Modeling for Cyber Threat Actors. AAAI Workshop: Artificial Intelligence for Cyber Security 2016 - [c33]Ruocheng Guo, Paulo Shakarian:
A comparison of methods for cascade prediction. ASONAM 2016: 591-598 - [c32]Eric Nunes, Paulo Shakarian, Gerardo I. Simari, Andrew Ruef:
Argumentation models for cyber attribution. ASONAM 2016: 837-844 - [c31]Nikhil Kumar, Ruocheng Guo, Ashkan Aleali, Paulo Shakarian:
An empirical evaluation of social influence metrics. ASONAM 2016: 1329-1336 - [c30]Elham Shaabani, Hamidreza Alvari, Paulo Shakarian, J. E. Kelly Snyder:
MIST: Missing Person Intelligence Synthesis Toolkit. CIKM 2016: 1843-1867 - [c29]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: 7-12 - [c28]Hamidreza Alvari, Paulo Shakarian, J. E. Kelly Snyder:
A non-parametric learning approach to identify online human trafficking. ISI 2016: 133-138 - [c27]Ericsson Marin, Ahmad Diab, Paulo Shakarian:
Product offerings in malicious hacker markets. ISI 2016: 187-189 - [c26]Vivin Paliath, Paulo Shakarian:
Modeling cyber-attacks on industrial control systems. ISI 2016: 316-318 - 2015
- [c25]Eric Nunes, Nimish Kulkarni, Paulo Shakarian, Andrew Ruef, Jay Little:
Cyber-Deception and Attribution in Capture-the-Flag Exercises. ASONAM 2015: 962-965 - [c24]Eric Nunes, Casey Buto, Paulo Shakarian, Christian Lebiere, Stefano Bennati, Robert Thomson, Holger Jaenisch:
Malware Task Identification: A Data Driven Approach. ASONAM 2015: 978-985 - [c23]Ruocheng Guo, Elham Shaabani, Abhinav Bhatnagar, Paulo Shakarian:
Toward Order-of-Magnitude Cascade Prediction. ASONAM 2015: 1610-1613 - [c22]Xilun Chen, K. Selçuk Candan, Maria Luisa Sapino, Paulo Shakarian:
KSGM: Keynode-driven Scalable Graph Matching. CIKM 2015: 1101-1110 - [c21]Elham Shaabani, Ashkan Aleali, Paulo Shakarian, John Bertetto:
Early Identification of Violent Criminal Gang Members. KDD 2015: 2079-2088 - [c20]Andrew Stanton, Amanda Thart, Ashish Jain, Priyank Vyas, Arpan Chatterjee, Paulo Shakarian:
Mining for Causal Relationships: A Data-Driven Study of the Islamic State. KDD 2015: 2137-2146 - 2014
- [c19]Joseph Hannigan, Suzanne J. Matthews, John K. Wickiser, Paulo Shakarian:
A Network-Based Approach for Identifying Cancer Causing Pathogens. ACM Southeast Regional Conference 2014: 56: 1-56: 5 - [c18]Paulo Shakarian, Hansheng Lei, Roy Lindelauf:
Power grid defense against malicious cascading failure. AAMAS 2014: 813-820 - [c17]Paulo Shakarian, Gerardo I. Simari, Marcelo A. Falappa:
Belief Revision in Structured Probabilistic Argumentation. FoIKS 2014: 324-343 - [c16]Paulo Shakarian, Nimish Kulkarni, Massimiliano Albanese, Sushil Jajodia:
Keeping Intruders at Bay: A Graph-theoretic Approach to Reducing the Probability of Successful Network Intrusions. ICETE (Selected Papers) 2014: 191-211 - [c15]Paulo Shakarian, Joseph Salmento, William R. Pulleyblank, John Bertetto:
Reducing gang violence through network influence based targeting of social programs. KDD 2014: 1829-1836 - [c14]Paulo Shakarian, Damon Paulo, Massimiliano Albanese, Sushil Jajodia:
Keeping Intruders at Large - A Graph-theoretic Approach to Reducing the Probability of Successful Network Intrusions. SECRYPT 2014: 19-30 - [c13]Radoslaw Michalski, Paulo Shakarian, Ingo Scholtes, Jaroslaw Jankowski:
Workshop on Social Influence - SI 2014 - Introduction. SocInfo Workshops 2014: 365-367 - 2013
- [c12]Joseph Hannigan, Guillermo Hernandez, Richard M. Medina, Patrick Roos, Paulo Shakarian:
Mining for Spatially-Near Communities in Geo-Located Social Networks. AAAI Fall Symposia 2013 - [c11]Damon Paulo, Bradley Fischl, Tanya Markow, Michael Martin, Paulo Shakarian:
Social network intelligence analysis to combat street gang violence. ASONAM 2013: 1042-1049 - [c10]Paulo Shakarian, Gerardo I. Simari, Robert Schroeder:
MANCaLog: a logic for multi-attribute network cascades. AAMAS 2013: 1175-1176 - [c9]Paulo Shakarian, Patrick Roos, Devon Callahan, Cory Kirk:
Mining for geographically disperse communities in social networks by leveraging distance modularity. KDD 2013: 1402-1409 - [c8]Paulo Shakarian, V. S. Subrahmanian:
Geospatial optimization problems. NSW 2013: 118-121 - 2012
- [c7]Paulo Shakarian, Damon Paulo:
Large Social Networks Can Be Targeted for Viral Marketing with Small Seed Sets. ASONAM 2012: 1-8 - [c6]Massimiliano Albanese, Alessandra De Benedictis, Sushil Jajodia, Paulo Shakarian:
A Probabilistic Framework for Localization of Attackers in MANETs. ESORICS 2012: 145-162 - [c5]Devon Callahan, Paulo Shakarian, Jeffrey Nielsen, Anthony N. Johnson:
Shaping Operations to Attack Robust Terror Networks. SocialInformatics 2012: 13-18 - 2011
- [c4]Paulo Shakarian, Mago Nagel, Brittany Schuetzle, V. S. Subrahmanian:
Abductive Inference for Combat: Using SCARE-S2 to Find High-Value Targets in Afghanistan. IAAI 2011: 1689-1694 - [c3]Gleneesha Johnson, Paulo Shakarian, Neha Gupta, Ashok K. Agrawala:
Towards Shrink-Wrapped Security: Practically Incorporating Context Into Security Services. ANT/MobiWIS 2011: 782-787 - 2010
- [c2]Paulo Shakarian, V. S. Subrahmanian, Maria Luisa Sapino:
Using Generalized Annotated Programs to Solve Social Network Optimization Problems. ICLP (Technical Communications) 2010: 182-191 - [c1]Matthias Broecheler, Paulo Shakarian, V. S. Subrahmanian:
A Scalable Framework for Modeling Competitive Diffusion in Social Networks. SocialCom/PASSAT 2010: 295-302
Parts in Books or Collections
- 2020
- [p6]Mohammed Almukaynizi, Ericsson Marin, Malay Shah, Eric Nunes, Gerardo I. Simari, Paulo Shakarian:
A Logic Programming Approach to Predict Enterprise-Targeted Cyberattacks. Data Science in Cybersecurity and Cyberthreat Intelligence 2020: 13-32 - 2018
- [p5]Vivin Paliath, Paulo Shakarian:
Defending Against Chained Cyber-Attacks by Adversarial Agents. Guide to Vulnerability Analysis for Computer Networks and Systems 2018: 183-209 - 2016
- [p4]Eric Nunes, Nimish Kulkarni, Paulo Shakarian, Andrew Ruef, Jay Little:
Cyber-Deception and Attribution in Capture-the-Flag Exercises. Cyber Deception 2016: 151-167 - [p3]Jana Shakarian, Andrew T. Gunn, Paulo Shakarian:
Exploring Malicious Hacker Forums. Cyber Deception 2016: 261-284 - 2015
- [p2]Paulo Shakarian, Gerardo I. Simari, Geoffrey Moores, Simon Parsons:
Cyber Attribution: An Argumentation-Based Approach. Cyber Warfare 2015: 151-171 - 2011
- [p1]Paulo Shakarian, V. S. Subrahmanian:
Region-Based Geospatial Abduction with Counter-IED Applications. Counterterrorism and Open Source Intelligence 2011: 105-142
Editorship
- 2015
- [e1]Sushil Jajodia, Paulo Shakarian, V. S. Subrahmanian, Vipin Swarup, Cliff Wang:
Cyber Warfare - Building the Scientific Foundation. Advances in Information Security 56, Springer 2015, ISBN 978-3-319-14038-4 [contents]
Informal and Other Publications
- 2024
- [i60]Divyagna Bavikadi, Ayushi Agarwal, Shashank Ganta, Yunro Chung, Lusheng Song, Ji Qiu, Paulo Shakarian:
Machine Learning Driven Biomarker Selection for Medical Diagnosis. CoRR abs/2405.10345 (2024) - [i59]Hua Wei, Paulo Shakarian, Christian Lebiere, Bruce A. Draper, Nikhil Krishnaswamy, Sergei Nirenburg:
Metacognitive AI: Framework and the Case for a Neurosymbolic Approach. CoRR abs/2406.12147 (2024) - [i58]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 abs/2407.06447 (2024) - [i57]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 abs/2407.15192 (2024) - 2023
- [i56]Paulo Shakarian, Gerardo I. Simari:
Extensions to Generalized Annotated Logic and an Equivalent Neural Architecture. CoRR abs/2302.12195 (2023) - [i55]Dyuman Aditya, Kaustuv Mukherji, Srikar Balasubramanian, Abhiraj Chaudhary, Paulo Shakarian:
PyReason: Software for Open World Temporal Logic. CoRR abs/2302.13482 (2023) - [i54]Paulo Shakarian, Abhinav Koyyalamudi, Noel Ngu, Lakshmivihari Mareedu:
An Independent Evaluation of ChatGPT on Mathematical Word Problems (MWP). CoRR abs/2302.13814 (2023) - [i53]Noel Ngu, Nathaniel Lee, Paulo Shakarian:
Diversity Measures: Domain-Independent Proxies for Failure in Language Model Queries. CoRR abs/2308.11189 (2023) - [i52]Bowen Xi, Kevin Scaria, Paulo Shakarian:
Rule-Based Error Detection and Correction to Operationalize Movement Trajectory Classification. CoRR abs/2308.14250 (2023) - [i51]Kaustuv Mukherji, Devendra Parkar, Lahari Pokala, Dyuman Aditya, Paulo Shakarian, Clark Dorman:
Scalable Semantic Non-Markovian Simulation Proxy for Reinforcement Learning. CoRR abs/2310.06835 (2023) - 2022
- [i50]Paulo Shakarian, Gerardo I. Simari, Devon Callahan:
Reasoning about Complex Networks: A Logic Programming Approach. CoRR abs/2209.15067 (2022) - 2020
- [i49]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 abs/2001.04624 (2020) - 2019
- [i48]Hamidreza Alvari, Soumajyoti Sarkar, Paulo Shakarian:
Detection of Violent Extremists in Social Media. CoRR abs/1902.01577 (2019) - [i47]Hamidreza Alvari, Paulo Shakarian:
Hawkes Process for Understanding the Influence of Pathogenic Social Media Accounts. CoRR abs/1902.01970 (2019) - [i46]Soumajyoti Sarkar, Hamidreza Alvari, Paulo Shakarian:
Leveraging Motifs to Model the Temporal Dynamics of Diffusion Networks. CoRR abs/1902.10366 (2019) - [i45]Soumajyoti Sarkar, Ruocheng Guo, Paulo Shakarian:
Using network motifs to characterize temporal network evolution leading to diffusion inhibition. CoRR abs/1903.00862 (2019) - [i44]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 abs/1903.01693 (2019) - [i43]Soumajyoti Sarkar, Hamidreza Alvari, Paulo Shakarian:
Understanding Information Flow in Cascades Using Network Motifs. CoRR abs/1904.05161 (2019) - [i42]Elham Shaabani, Ashkan Sadeghi-Mobarakeh, Hamidreza Alvari, Paulo Shakarian:
An End-to-End Framework to Identify Pathogenic Social Media Accounts on Twitter. CoRR abs/1905.01553 (2019) - [i41]Elham Shaabani, Ruocheng Guo, Paulo Shakarian:
Detecting Pathogenic Social Media Accounts without Content or Network Structure. CoRR abs/1905.01556 (2019) - [i40]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 abs/1909.01409 (2019) - [i39]Soumajyoti Sarkar, Paulo Shakarian, Mika Armenta, Danielle Sanchez, Kiran Lakkaraju:
Can social influence be exploited to compromise security: An online experimental evaluation. CoRR abs/1909.02872 (2019) - [i38]Soumajyoti Sarkar, Mohammad Almukaynizi, Jana Shakarian, Paulo Shakarian:
Mining user interaction patterns in the darkweb to predict enterprise cyber incidents. CoRR abs/1909.11592 (2019) - 2018
- [i37]Anna Sapienza, Alessandro Bessi, Saranya Damodaran, Paulo Shakarian, Kristina Lerman, Emilio Ferrara:
Early Warnings of Cyber Threats in Online Discussions. CoRR abs/1801.09781 (2018) - [i36]Soumajyoti Sarkar, Ruocheng Guo, Paulo Shakarian:
Understanding and forecasting lifecycle events in information cascades. CoRR abs/1809.06050 (2018) - [i35]Hamidreza Alvari, Elham Shaabani, Paulo Shakarian:
Early Identification of Pathogenic Social Media Accounts. CoRR abs/1809.09331 (2018) - [i34]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 abs/1810.12492 (2018) - [i33]Mohammed Almukaynizi, Vivin Paliath, Malay Shah, Malav Shah, Paulo Shakarian:
Finding Cryptocurrency Attack Indicators Using Temporal Logic and Darkweb Data. CoRR abs/1810.12906 (2018) - [i32]Soumajyoti Sarkar, Mohammad Almukaynizi, Jana Shakarian, Paulo Shakarian:
Predicting enterprise cyber incidents using social network analysis on the darkweb hacker forums. CoRR abs/1811.06537 (2018) - 2017
- [i31]Ericsson Marin, Ruocheng Guo, Paulo Shakarian:
Temporal Analysis of Influence to Predict Users' Adoption in Online Social Networks. CoRR abs/1705.02399 (2017) - [i30]Hamidreza Alvari, Paulo Shakarian, J. E. Kelly Snyder:
Semi-Supervised Learning for Detecting Human Trafficking. CoRR abs/1705.10786 (2017) - [i29]Ruocheng Guo, Hamidreza Alvari, Paulo Shakarian:
Strongly Hierarchical Factorization Machines and ANOVA Kernel Regression. CoRR abs/1712.09133 (2017) - 2016
- [i28]Ruocheng Guo, Paulo Shakarian:
A Comparison of Methods for Cascade Prediction. CoRR abs/1606.05730 (2016) - [i27]Nikhil Kumar, Ruocheng Guo, Ashkan Aleali, Paulo Shakarian:
An Empirical Evaluation Of Social Influence Metrics. CoRR abs/1607.00720 (2016) - [i26]Eric Nunes, Paulo Shakarian, Gerardo I. Simari, Andrew Ruef:
Argumentation Models for Cyber Attribution. CoRR abs/1607.02171 (2016) - [i25]Ericsson Marin, Ahmad Diab, Paulo Shakarian:
Product Offerings in Malicious Hacker Markets. CoRR abs/1607.07903 (2016) - [i24]Elham Shaabani, Hamidreza Alvari, Paulo Shakarian, J. E. Kelly Snyder:
MIST: Missing Person Intelligence Synthesis Toolkit. CoRR abs/1607.08580 (2016) - [i23]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 abs/1607.08583 (2016) - [i22]Hamidreza Alvari, Paulo Shakarian, J. E. Kelly Snyder:
A Non-Parametric Learning Approach to Identify Online Human Trafficking. CoRR abs/1607.08691 (2016) - [i21]Ruocheng Guo, Elham Shaabani, Abhinav Bhatnagar, Paulo Shakarian:
Toward Early and Order-of-Magnitude Cascade Prediction in Social Networks. CoRR abs/1608.02646 (2016) - 2015
- [i20]Jana Shakarian, Paulo Shakarian, Andrew Ruef:
Cyber Attacks and Public Embarrassment: A Survey of Some Notable Hacks. CoRR abs/1501.05990 (2015) - [i19]Eric Nunes, Nimish Kulkarni, Paulo Shakarian, Andrew Ruef, Jay Little:
Cyber-Deception and Attribution in Capture-the-Flag Exercises. CoRR abs/1507.01922 (2015) - [i18]Eric Nunes, Casey Buto, Paulo Shakarian, Christian Lebiere, Stefano Bennati, Robert Thomson, Holger Jaenisch:
Malware Task Identification: A Data Driven Approach. CoRR abs/1507.01930 (2015) - [i17]Andrew Stanton, Amanda Thart, Ashish Jain, Priyank Vyas, Arpan Chatterjee, Paulo Shakarian:
Mining for Causal Relationships: A Data-Driven Study of the Islamic State. CoRR abs/1508.01192 (2015) - [i16]Ruocheng Guo, Elham Shaabani, Abhinav Bhatnagar, Paulo Shakarian:
Toward Order-of-Magnitude Cascade Prediction. CoRR abs/1508.03371 (2015) - [i15]Elham Shaabani, Ashkan Aleali, Paulo Shakarian, John Bertetto:
Early Identification of Violent Criminal Gang Members. CoRR abs/1508.03965 (2015) - 2014
- [i14]Paulo Shakarian, Hansheng Lei, Roy Lindelauf:
Power Grid Defense Against Malicious Cascading Failure. CoRR abs/1401.1086 (2014) - [i13]Paulo Shakarian, Gerardo I. Simari, Marcelo A. Falappa:
Belief Revision in Structured Probabilistic Argumentation. CoRR abs/1401.1475 (2014) - [i12]Paulo Shakarian, Gerardo I. Simari, Geoffrey Moores, Simon Parsons, Marcelo A. Falappa:
An Argumentation-Based Framework to Address the Attribution Problem in Cyber-Warfare. CoRR abs/1404.6699 (2014) - 2013
- [i11]Paulo Shakarian, Gerardo I. Simari, Robert Schroeder:
MANCaLog: A Logic for Multi-Attribute Network Cascades (Technical Report). CoRR abs/1301.0302 (2013) - [i10]Paulo Shakarian, Patrick Roos, Geoffrey Moores:
A Novel Analytical Method for Evolutionary Graph Theory Problems. CoRR abs/1301.2533 (2013) - [i9]Paulo Shakarian, V. S. Subrahmanian:
Geospatial Optimization Problems. CoRR abs/1303.4632 (2013) - [i8]Paulo Shakarian, Patrick Roos, Devon Callahan, Cory Kirk:
Mining for Geographically Disperse Communities in Social Networks by Leveraging Distance Modularity. CoRR abs/1305.3668 (2013) - [i7]Damon Paulo, Bradley Fischl, Tanya Markow, Michael Martin, Paulo Shakarian:
Social Network Intelligence Analysis to Combat Street Gang Violence. CoRR abs/1306.6834 (2013) - [i6]Joseph Hannigan, Guillermo Hernandez, Richard M. Medina, Patrick Roos, Paulo Shakarian:
Mining for Spatially-Near Communities in Geo-Located Social Networks. CoRR abs/1309.2900 (2013) - [i5]Paulo Shakarian, Sean Eyre, Damon Paulo:
A Scalable Heuristic for Viral Marketing Under the Tipping Model. CoRR abs/1309.2963 (2013) - [i4]Paulo Shakarian, Jana Shakarian, Andrew Ruef:
The Dragon and the Computer: Why Intellectual Property Theft is Compatible with Chinese Cyber-Warfare Doctrine. CoRR abs/1309.6450 (2013) - 2012
- [i3]Paulo Shakarian, Damon Paulo:
Large Social Networks can be Targeted for Viral Marketing with Small Seed Sets. CoRR abs/1205.4431 (2012) - [i2]Brian Macdonald, Paulo Shakarian, Nicholas Howard, Geoffrey Moores:
Spreaders in the Network SIR Model: An Empirical Study. CoRR abs/1208.4269 (2012) - [i1]Devon Callahan, Paulo Shakarian, Jeffrey Nielsen, Anthony N. Johnson:
Shaping Operations to Attack Robust Terror Networks. CoRR abs/1211.0709 (2012)
Coauthor Index
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