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08/28/2023
Rule-Based Error Detection and Correction to Operationalize Movement Trajectory Classification
Classification of movement trajectories has many applications in transpo...
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08/22/2023
Diversity Measures: Domain-Independent Proxies for Failure in Language Model Queries
Error prediction in large language models often relies on domain-specifi...
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02/27/2023
PyReason: Software for Open World Temporal Logic
The growing popularity of neuro symbolic reasoning has led to the adopti...
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02/23/2023
Extensions to Generalized Annotated Logic and an Equivalent Neural Architecture
While deep neural networks have led to major advances in image recogniti...
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02/23/2023
An Independent Evaluation of ChatGPT on Mathematical Word Problems (MWP)
We study the performance of a commercially available large language mode...
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09/29/2022
Reasoning about Complex Networks: A Logic Programming Approach
Reasoning about complex networks has in recent years become an important...
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09/24/2019
Mining user interaction patterns in the darkweb to predict enterprise cyber incidents
With rise in security breaches over the past few years, there has been a...
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05/04/2019
Detecting Pathogenic Social Media Accounts without Content or Network Structure
The spread of harmful mis-information in social media is a pressing prob...
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05/04/2019
An End-to-End Framework to Identify Pathogenic Social Media Accounts on Twitter
Pathogenic Social Media (PSM) accounts such as terrorist supporter accou...
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10/30/2018
Finding Cryptocurrency Attack Indicators Using Temporal Logic and Darkweb Data
With the recent prevalence of darkweb/deepweb (D2web) sites specializing...
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10/30/2018
DARKMENTION: A Deployed System to Predict Enterprise-Targeted External Cyberattacks
Recent incidents of data breaches call for organizations to proactively ...
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09/25/2018
Early Identification of Pathogenic Social Media Accounts
Pathogenic Social Media (PSM) accounts such as terrorist supporters expl...
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01/29/2018
Early Warnings of Cyber Threats in Online Discussions
We introduce a system for automatically generating warnings of imminent ...
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12/25/2017
Strongly Hierarchical Factorization Machines and ANOVA Kernel Regression
High-order parametric models that include terms for feature interactions...
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05/30/2017
Semi-Supervised Learning for Detecting Human Trafficking
Human trafficking is one of the most atrocious crimes and among the chal...
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07/29/2016
A Non-Parametric Learning Approach to Identify Online Human Trafficking
Human trafficking is among the most challenging law enforcement problems...
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07/28/2016
Darknet and Deepnet Mining for Proactive Cybersecurity Threat Intelligence
In this paper, we present an operational system for cyber threat intelli...
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07/28/2016
MIST: Missing Person Intelligence Synthesis Toolkit
Each day, approximately 500 missing persons cases occur that go unsolved...
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07/07/2016
Argumentation Models for Cyber Attribution
A major challenge in cyber-threat analysis is combining information from...
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08/05/2015
Mining for Causal Relationships: A Data-Driven Study of the Islamic State
The Islamic State of Iraq and al-Sham (ISIS) is a dominant insurgent gro...
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04/27/2014
An Argumentation-Based Framework to Address the Attribution Problem in Cyber-Warfare
Attributing a cyber-operation through the use of multiple pieces of tech...
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01/07/2014
Belief Revision in Structured Probabilistic Argumentation
In real-world applications, knowledge bases consisting of all the inform...
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01/02/2013