Selected Publications

Research in the College of Information Sciences and Technology explores topics across a variety of core and cross-cutting domains. Filter the list below by publication author, research area, and year to explore recent publications from IST researchers.

Fuzzification: Anti-fuzzing techniques

  • Jinho
  • Jung
  • Hong
  • Hu
  • David
  • Solodukhin
  • Daniel
  • Pagan
  • Kyu Hyung
  • Lee
  • Taesoo
  • Kim
, 2019
, Proceedings of the 28th USENIX Security Symposium
on p. 1913-1930

Identifying Privilege Separation Vulnerabilities in IoT Firmware with Symbolic Execution

  • Yao
  • Yao
  • Wei
  • Zhou
  • Yan
  • Jia
  • Lipeng
  • Zhu
  • Peng
  • Liu
  • Yuqing
  • Zhang
, 2019
, Computer Security – ESORICS 2019 - 24th European Symposium on Research in Computer Security, Proceedings
on p. 638-657

Improved Disease Classification in Chest X-Rays with Transferred Features from Report Generation

  • Yuan
  • Xue
  • Xiaolei
  • Huang
, 2019
, Information Processing in Medical Imaging - 26th International Conference, IPMI 2019, Proceedings
on p. 125-138

Incentivizing distributive fairness for crowdsourcing workers

  • Chenxi
  • Qiu
  • Anna
  • Squicciarini
  • Benjamin
  • Hanrahan
, 2019
, 18th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2019
on p. 404-412

Integrating social media in emergency dispatch via distributed sensemaking

  • Rob
  • Grace
  • Shane
  • Halse
  • Jess
  • Kropczynski
  • Andrea
  • Tapia
  • Fred
  • Fonseca
, 2019
, ISCRAM 2019 - Proceedings
on p. 734-745

Introduction to the minitrack on disaster information, technology, and resilience in digital government

  • Frederick
  • Benaben
  • Mihoko
  • Sakurai
  • Andrea
  • Tapia
, 2019
, Proceedings of the Annual Hawaii International Conference on System Sciences
on p. 2984

Large scale scene text verification with guided attention

  • Dafang
  • He
  • Yeqing
  • Li
  • Alexander
  • Gorban
  • Derrall
  • Heath
  • Julian
  • Ibarz
  • Qian
  • Yu
  • Daniel
  • Kifer
  • C. Lee
  • Giles
, 2019
, Computer Vision – ACCV 2018 - 14th Asian Conference on Computer Vision, Revised Selected Papers
on p. 260-275

Megan: A generative adversarial network for multi-view network embedding

  • Yiwei
  • Sun
  • Suhang
  • Wang
  • Tsung Yu
  • Hsieh
  • Xianfeng
  • Tang
  • Vasant
  • Honavar
, 2019
, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019
on p. 3527-3533

Metric learning on healthcare data with incomplete modalities

  • Qiuling
  • Suo
  • Weida
  • Zhong
  • Fenglong
  • Ma
  • Ye
  • Yuan
  • Jing
  • Gao
  • Aidong
  • Zhang
, 2019
, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019
on p. 3534-3540

Minimum intervention cover of a causal graph

  • Saravanan
  • Kandasamy
  • Arnab
  • Bhattacharyya
  • Vasant G.
  • Honavar
, 2019
, 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019
on p. 2876-2885

MTD techniques for memory protection against zero-day attacks

  • Ping
  • Chen
  • Zhisheng
  • Hu
  • Jun
  • Xu
  • Minghui
  • Zhu
  • Rob
  • Erbacher
  • Sushil
  • Jajodia
  • Peng
  • Liu
, 2019
, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
on p. 129-155

Multi-dimensional graph convolutional networks

  • Yao
  • Ma
  • Suhang
  • Wang
  • Charu C.
  • Aggarwal
  • Dawei
  • Yin
  • Jiliang
  • Tang
, 2019
, SIAM International Conference on Data Mining, SDM 2019
on p. 657-665

Multiple assignment problems under lexicographic preferences

  • Hadi
  • Hosseini
  • Kate
  • Larson
, 2019
, 18th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2019
on p. 837-845

Online and scalable adaptive cyber defense

  • Benjamin W.
  • Priest
  • George
  • Cybenko
  • Satinder
  • Singh
  • Massimiliano
  • Albanese
  • Peng
  • Liu
, 2019
, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
on p. 232-261

Open Source, Open Vision: The MakerPro Network and the Broadening of Participation in Setting Taiwan’s IT Vision Agenda

  • Guo
  • Freeman
  • Jeffrey
  • Bardzell
  • Shaowen
  • Bardzell
, 2019
, Human-Computer Interaction

Overview of Control and Game Theory in Adaptive Cyber Defenses

  • George
  • Cybenko
  • Michael
  • Wellman
  • Peng
  • Liu
  • Minghui
  • Zhu
, 2019
, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
on p. 1-11

Participatory asymmetry: Theorizing media objects and media flows in a framework of participatory production

  • Rob
  • Grace
  • Fred
  • Fonseca
, 2019
, First Monday
on p. 1

Partners in crime: Manipulating the deferred acceptance algorithm through an accomplice

  • Theodora
  • Bendlin
  • Hadi
  • Hosseini
, 2019
, 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019
on p. 9917-9918

Personalized sleep parameters estimation from actigraphy: A machine learning approach

  • Aria
  • Khademi
  • Yasser
  • EL-Manzalawy
  • Lindsay
  • Master
  • Orfeu M.
  • Buxton
  • Vasant G.
  • Honavar
, 2019
, Nature and Science of Sleep
on p. 387-399

Power Law Public Goods Game for Personal Information Sharing in News Commentaries

  • Christopher
  • Griffin
  • Sarah
  • Rajtmajer
  • Prasanna
  • Umar
  • Anna
  • Squicciarini
, 2019
, Decision and Game Theory for Security - 10th International Conference, GameSec 2019, Proceedings
on p. 184-195

Razor: A framework for post-deployment software debloating

  • Chenxiong
  • Qian
  • Hong
  • Hu
  • Mansour
  • Alharthi
  • Pak Ho
  • Chung
  • Taesoo
  • Kim
  • Wenke
  • Lee
, 2019
, Proceedings of the 28th USENIX Security Symposium
on p. 1733-1750

Refining a coding scheme to identify actionable information on social media

  • Jess
  • Kropczynski
  • Shane
  • Halse
  • Doina
  • Caragea
  • Rob
  • Grace
  • Nathan
  • Elrod
  • Cornelia
  • Caragea
  • Andrea
  • Tapia
, 2019
, ISCRAM 2019 - Proceedings
on p. 916-922

Reinforcement learning for adaptive cyber defense against zero-day attacks

  • Zhisheng
  • Hu
  • Ping
  • Chen
  • Minghui
  • Zhu
  • Peng
  • Liu
, 2019
, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
on p. 54-93

Reports of the AAAI 2019 spring symposium series

  • Ioana
  • Baldini
  • Clark
  • Barrett
  • Antonio
  • Chella
  • Carlos
  • Cinelli
  • David
  • Gamez
  • Leilani H.
  • Gilpin
  • Knut
  • Hinkelmann
  • Dylan
  • Holmes
  • Takashi
  • Kido
  • Murat
  • Kocaoglu
  • William F.
  • Lawless
  • Alessio
  • Lomuscio
  • Jamie C.
  • Macbeth
  • Andreas
  • Martin
  • Ranjeev
  • Mittu
  • Evan
  • Patterson
  • Donald
  • Sofge
  • Prasad
  • Tadepalli
  • Keiki
  • Takadama
  • Shomir
  • Wilson
, 2019
, AI Magazine
on p. 59-66

Role playing next generation 9-1-1

  • Rob
  • Grace
  • Andrea
  • Tapia
  • Jess
  • Kropczynski
  • Eric
  • Obeysekare
  • Shane
  • Halse
  • Julien
  • Coche
  • Aurélie
  • Montarnal
  • Mike
  • Beagles
  • Fred
  • Fonseca
, 2019
on p. 3015-3024

RVFuzzer

  • Taegyu
  • Kim
  • Chung Hwan
  • Kim
  • Junghwan
  • Rhee
  • Fan
  • Fei
  • Zhan
  • Tu
  • Gregory
  • Walkup
  • Xiangyu
  • Zhang
  • Xinyan
  • Deng
  • Dongyan
  • Xu
, 2019
on p. 425-442

Sec-lib: Protecting scholarly digital libraries from infected papers using active machine learning framework

  • Nir
  • Nissim
  • Aviad
  • Cohen
  • Jian
  • Wu
  • Andrea
  • Lanzi
  • Lior
  • Rokach
  • Yuval
  • Elovici
  • Lee
  • Giles
, 2019
, IEEE Access
on p. 110050-110073

Spatio-temporal attentive RNN for node classification in temporal attributed graphs

  • Dongkuan
  • Xu
  • Wei
  • Cheng
  • Dongsheng
  • Luo
  • Xiao
  • Liu
  • Xiang
  • Zhang
, 2019
, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019
on p. 3947-3953

Sympathy detection in disaster Twitter data

  • Yingjie
  • Li
  • Cornelia
  • Caragea
  • Seoyeon
  • Park
  • Doina
  • Caragea
  • Andrea
  • Tapia
, 2019
, ISCRAM 2019 - Proceedings
on p. 788-798

Synthetic augmentation and feature-based filtering for improved cervical histopathology image classification

  • Yuan
  • Xue
  • Qianying
  • Zhou
  • Jiarong
  • Ye
  • L. Rodney
  • Long
  • Sameer
  • Antani
  • Carl
  • Cornwell
  • Zhiyun
  • Xue
  • Xiaolei
  • Huang
, 2019
, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings
on p. 387-396

Tackling Sequential Attacks in Security Games

  • Thanh H.
  • Nguyen
  • Amulya
  • Yadav
  • Branislav
  • Bosansky
  • Yu
  • Liang
, 2019
, Decision and Game Theory for Security - 10th International Conference, GameSec 2019, Proceedings
on p. 331-351

The dynamics of cyber resilience management

  • Juan Francisco
  • Carías
  • Leire
  • Labaka
  • José María
  • Sarriegi
  • Andrea
  • Tapia
  • Josune
  • Hernantes
, 2019
, ISCRAM 2019 - Proceedings
on p. 64-75

The Gesture Disagreement Problem in Free-hand Gesture Interaction

  • Huiyue
  • Wu
  • Shaoke
  • Zhang
  • Jiayi
  • Liu
  • Jiali
  • Qiu
  • Xiaolong (Luke)
  • Zhang
, 2019
, International Journal of Human-Computer Interaction
on p. 1102-1114

The Innovation Ecology: Collaborative Information, Community Support, and Policy in a Creative Technology Community

  • Guo
  • Freeman
  • Jeffrey
  • Bardzell
  • Shaowen
  • Bardzell
  • Nathan J.
  • McNeese
, 2019
, Information in Contemporary Society - 14th International Conference, iConference 2019, Proceedings
on p. 614-624

The internet of places

  • John M.
  • Carroll
, 2019
, Internet of Things
on p. 23-32

The rise and fall of complex family structures: Coalition formation, stability, and power struggle

  • Angelina
  • Brilliantova
  • Anton
  • Pletenev
  • Hadi
  • Hosseini
, 2019
, 18th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2019
on p. 1847-1849

Towards a comprehensive architecture to extract situational models from Twitter data

  • Julien
  • Coche
  • Aurélie
  • Montarnal
  • Andrea
  • Tapia
  • Frederick
  • Benaben
, 2019
, ISCRAM 2019 - Proceedings
on p. 1399-1400

Towards High-Resolution Multi-Stage Security Games

  • Aron
  • Laszka
  • Xenofon
  • Koutsoukos
  • Yevgeniy
  • Vorobeychik
, 2019
on p. 139-161

Towards large-scale hunting for Android negative-day malware

  • Lun Pin
  • Yuan
  • Wenjun
  • Hu
  • Ting
  • Yu
  • Peng
  • Liu
  • Sencun
  • Zhu
, 2019
, RAID 2019 Proceedings - 22nd International Symposium on Research in Attacks, Intrusions and Defenses
on p. 533-545

Towards robust relational causal discovery

  • Sanghack
  • Lee
  • Vasant
  • Honavar
, 2019

Understanding the Role of Privacy and Trust in Intelligent Personal Assistant Adoption

  • Yuting
  • Liao
  • Jessica
  • Vitak
  • Priya
  • Kumar
  • Michael
  • Zimmer
  • Katherine
  • Kritikos
, 2019
on p. 102-113

Unsupervised fake news detection on social media: A generative approach

  • Shuo
  • Yang
  • Kai
  • Shu
  • Suhang
  • Wang
  • Renjie
  • Gu
  • Fan
  • Wu
  • Huan
  • Liu
, 2019
, 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019
on p. 5644-5651

VeriSolid

  • Anastasia
  • Mavridou
  • Aron
  • Laszka
  • Emmanouela
  • Stachtiari
  • Abhishek
  • Dubey
, 2019
on p. 446-465

“Just My Intuition”: Awareness of Versus Acting on Political News Misinformation

  • Yong Ming
  • Kow
  • Yubo
  • Kou
  • Xitong
  • Zhu
  • Wang Hin
  • Sy
, 2019
, Information in Contemporary Society - 14th International Conference, iConference 2019, Proceedings
on p. 469-480

Adoption of population-level statistical methods did transform psychological science but for the better: Commentary on Lamiell (2018)

  • Robert W.
  • Proctor
  • Aiping
  • Xiong
, 2018
, American Journal of Psychology
on p. 483-487

Analyzing privacy policies at scale: From crowdsourcing to automated annotations

  • Shomir
  • Wilson
  • Florian
  • Schaub
  • Frederick
  • Liu
  • Kanthashree Mysore
  • Sathyendra
  • Daniel
  • Smullen
  • Sebastian
  • Zimmeck
  • Rohan
  • Ramanath
  • Peter
  • Story
  • Fei
  • Liu
  • Norman
  • Sadeh
  • Noah A.
  • Smith
, 2018
, ACM Transactions on the Web

AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks

  • Tao
  • Xu
  • Pengchuan
  • Zhang
  • Qiuyuan
  • Huang
  • Han
  • Zhang
  • Zhe
  • Gan
  • Xiaolei
  • Huang
  • Xiaodong
  • He
, 2018
, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018
on p. 1316-1324

Deep Headline Generation for Clickbait Detection

  • Kai
  • Shu
  • Suhang
  • Wang
  • Thai
  • Le
  • Dongwon
  • Lee
  • Huan
  • Liu
, 2018
, 2018 IEEE International Conference on Data Mining, ICDM 2018
on p. 467-476

Defending Against Adversarial Samples Without Security through Obscurity

  • Wenbo
  • Guo
  • Qinglong
  • Wang
  • Kaixuan
  • Zhang
  • Alexander G.
  • Ororbia
  • Sui
  • Huang
  • Xue
  • Liu
  • C. Lee
  • Giles
  • Lin
  • Lin
  • Xinyu
  • Xing
, 2018
, 2018 IEEE International Conference on Data Mining, ICDM 2018
on p. 137-146

E-Map: A Visual Analytics Approach for Exploring Significant Event Evolutions in Social Media

  • Siming
  • Chen
  • Shuai
  • Chen
  • Lijing
  • Lin
  • Xiaoru
  • Yuan
  • Jie
  • Liang
  • Xiaolong
  • Zhang
, 2018
, 2017 IEEE Conference on Visual Analytics Science and Technology, VAST 2017 - Proceedings
on p. 36-47