ACCEPTED PAPERS

Full Papers

• Gael Kamdem De Teyou, Md Ariful Haque, Sachin Shetty and Bheshaj Krishnappa, Cyber Resilience Framework for Industrial Control System: Concepts, Metrics, and Insights.
• Mohammed Almukaynizi, Ericsson Marin, Eric Nunes, Paulo Shakarian, Gerardo Simari, Dipsy Kapoor and Timothy Siedlecki, DARKMENTION: A Deployed System to Predict Enterprise-Targeted External Cyberattacks.
• Priyanka Ranade, Sudip Mittal, Anupam Joshi and Karuna Joshi, Using Deep Neural Networks to Translate Multi-lingual Threat Intelligence.
• Po-Yi Du, Ning Zhang, Mohammadreza Ebrahimi, Sagar Samtani, Ben Lazarine, Nolan Arnold, Rachael Dunn, Sandeep Suntwal, Guadalupe Angeles, Robert Schweitzer and Hsinchun Chen, Identifying, Collecting, and Presenting Hacker Community Data: Forums, IRC, Carding Shops, and DNMs.
• David Skillicorn and Christian Leuprecht, Copresence networks.
• Jiaqi Liang, Linjing Li, Daniel Zeng and Yunwei Zhao, Correlation-based Dynamics and Systemic Risk Measures in the Cryptocurrency Market.
• Johan Fernquist, Lisa Kaati and Ralph Schroeder, Political Bots and the Swedish General Election.
• Richard Frank, Myfanwy Thomson, Alexander Mikhaylov and Andrew Park, Putting all eggs in a single basket: A cross-community analysis of 12 hacking forums.
• Jack Hogan and Niall Adams, A Study of Data Fusion for Predicting Novel Activity in Enterprise Cyber-Security.
• Antonio Badia, A Broker Architecture, Push-Pull Database System for Intelligence Analysis.
• Mohammadreza Ebrahimi, Mihai Surdeanu, Sagar Samtani and Hsinchun Chen, Detecting Cyber Threats in Non-English Dark Net Markets: A Cross-Lingual Transfer Learning Approach (Best Paper Award Candidate).
• Shridatt Sugrim, Sridhar Venkatesan, Jason Youzwak, Cho-Yu Chiang, Ritu Chadha, Massimiliano Albanese and Hasan Cam, Measuring the Effectiveness of Network Deception.
• Christopher Harrell, Sagar Samtani, Mark Patton and Hsinchun Chen, Vulnerability Assessment, Remediation, and Automated Reporting: Case Studies of Higher Education Institutions.
• Ryan Williams, Sagar Samtani, Mark Patton and Hsinchun Chen, Incremental Hacker Forum Exploit Collection and Classification for Proactive Cyber Threat Intelligence: An Exploratory Study.
• Elizabeth Riddle-Workman, Marina Evangelou and Niall Adams, Adaptive Anomaly Detection on Network Data Streams.
• Othmane Cherqi, Ghita Mezzour, Mounir Ghogho and Mohammed El Koutbi, Analysis of Hacking Related Trade in the Darkweb.
• Mayank Verma, Ponnurangam Kumarguru, Shuva Brata Deb and Anuradha Gupta, Analysing Indicator of Compromises for Ransomware: Leveraging IOCs with Machine Learning Techniques.
• Gordon Werner, S. Jay Yang and Katie Mcconky, Leveraging Intra-Day Temporal Variations to Predict Daily Cyberattack Activity.
• Lorenzo Neil, Sudip Mittal and Anupam Joshi, Mining Threat Intelligence about Open-Source Projects and Libraries from Code Repository Issues and Bug Reports.
• Arya Renjan, Karuna Pande Joshi, Sandeep Nair Narayanan and Anupam Joshi, DAbR: Dynamic Attribute-based Reputation scoring for Malicious IP Address Detection.
• Zhiyuan Li, Weijia Xing and Dianxiang Xu, Detecting Saturation Attacks in Software-Defined Networks.
• Hamidreza Alvari, Elham Shaabani and Paulo Shakarian, Early Identification of Pathogenic Social Media Accounts.
• Mehdi Zakroum, Abdellah Houmz, Mounir Ghogho, Ghita Mezzour, Jérôme François, Abdelkader Lahmadi and Mohammed El Koutbi, Exploratory Data Analysis of a Network Telescope Traffic and Prediction of Port Probing Rates.
• Fernanda Oliveira Gomes, Douglas Simões Silva, Bruno Machado Agostinho and Jean Everson Martina, Privacy Preserving on Trajectories Created by Wi-Fi Connections in a University Campus.
• Lida Huang, Guoray Cai, Hongyong Yuan and Jianguo Chen, From Public Gatherings to the Burst of Collective Violence: An Agent-based Emotion Contagion Model.
• Ghaith Husari, Xi Niu, Bei-Tseng Chu and Ehab Al-Shaer, Using Entropy and Mutual Information to Extract Threat Actions from Cyber Threat Intelligence.
• Markus Heinrich, Jannik Vieten, Tolga Arul and Stefan Katzenbeisser, Security Analysis of the RaSTA Safety Protocol.
• Emma Mcmahon, Mark Patton, Hsinchun Chen and Sagar Samtani, Benchmarking Vulnerability Assessment Tools for Enhanced Cyber-Physical System (CPS) Resiliency.
• Stephen Moskal, Shanchieh Yang and Michael Kuhl, Extracting and Evaluating Similar and Unique Cyber Attack Strategies from Intrusion Alerts.
• Björn Pelzer, Lisa Kaati and Nazar Akrami, Directed Digital Hate.
• Guandan Chen, Qingchao Kong and Wenji Mao, A Partition and Interaction Combined Popularity Prediction Model for Social Media Events.
• Guandan Chen and Wenji Mao, Event Detection for Social Media by Joint Learning with Keyword Extraction.
• Mônica Silva, Jose Viterbo, Flavia Bernardini and Cristiano Maciel, Identifying Privacy Functional Requirements for Crowdsourcing Applications in Smart Cities.
• Amirreza Niakanlahiji, Bei-Tseng Chu and Ehab Al-Shaer, PhishMon: A Machine Learning Framework for Detecting Phishing Webpages.
• Maede Zolanvari, Marcio Teixeira and Raj Jain, Effect of Imbalanced Datasets on Security of Industrial IoT Using Machine Learning.
• Brian Ricks, Bhavani Thuraisingham and Patrick Tague, Lifting the Smokescreen: Detecting Underlying Anomalies During a DDoS Attack (Best Paper Award Candidate).
• Aswin Krishna Gunasekaran, Maryam Bahojb Imani, Latifur Khan, Christan Grant, Patrick T. Brandt and Jennifer S. Holmes, SPERG: Scalable Political Event Report Geoparsing in Big Data.
• Mohammad Tayebi, Hamed Yaghoubi Shahir, Uwe Glässer and Patricia Brantingham, Spatial Patterns of Offender Groups.

Short Papers

• Cuneyt Gurcan Akcora, Jonathan Z. Bakdash, Yulia R. Gel, Laura Marusich, Murat Kantarcioglu and Bhavani Thuraisingham, Attacklets: Modeling High Dimensionality in Real World Cyberattacks.
• Yifan Huang, Wingyan Chung and Xinlin Tang, A Temporal Recurrent Neural Network Approach to Detecting Market Anomaly Attacks.
• Zikang Wang, Linjing Li and Daniel Zeng, Attention-based Multi-hop Reasoning for Knowledge Graph.
• Ritika Pandey and George Mohler, Evaluation of crime topic models: topic coherence vs spatial crime concentration.
• Mohammed Almukaynizi, Vivin Paliath, Malay Shah, Malav Shah and Paulo Shakarian, Finding Cryptocurrency Attack Indicators Using Temporal Logic and Darkweb Data.
• Wingyan Chung, Jinwei Liu, Xinlin Tang and Vincent Lai, Extracting Textual Features of Financial Social Media to Detect Cognitive Hacking.

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