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AI is Secure Computing

AI technology is contributing greatly to enhancing the accuracy of automatic security vulnerability detection technology. At the same time, countermeasures against security threats targeting AI itself are being actively developed.

  • 2020

  • Crowdsourcing in the Development of a Multilingual FrameNet: A Case Study of Korean FrameNet

    Young Gyun Hahm, Noh, Y, Han, Jiyoon, Oh, Taehwan, Choi, Hyonsu, Kim, Hansaem, Key-Sun CHOI
    12th Edition of its Language Resources and Evaluation Conference (LREC 2020)
    2020

  • Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction

    Armagan, Anil, Garcia-Hernando, Guillermo, Baek, Seungryul, Kim Tae Kyun
    16th European Conference on Computer Vision, ECCV 2020
    2020

  • Physics-Based Dexterous Manipulations with Estimated Hand Poses and Residual Reinforcement Learning

    Garcia-Hernando, Guillermo, Johns, Edward, Kim Tae Kyun
    IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
    2020

  • Residual Neural Processes

    Lee, Byung-Jun, seunghoon.hong, Kee-Eung Kim
    34th AAAI Conference on Artificial Intelligence (AAAI 2020)
    2020

  • TRAP: Two-level Regularized Autoencoder-based Embedding for Power-law Distributed Data

    Park. D, Song, H, 김민석, Lee Jae-Gil
    29th International World Wide Web Conference, WWW 2020
    2020

  • Variational Interaction Information Maximization for Cross-domain Disentanglement

    Hwang, Hyeongjoo, Kim, Geon-Hyeong, seunghoon.hong, Kee-Eung Kim
    Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS 2020)
    2020

  • 2019

  • Finding Robust Domain from Attacks: a Learning Framework for Blind Watermarking

    SEUNGMIN MUN, Seunghun Nam, HANUL JANG, Dongkyu Kim, Heung-Kyu LEE
    NEUROCOMPUTING
    2019

  • LF-PPL: A Low-Level First Order Probabilistic Programming Language for Non-Differentiable Models

    Zhou, Yuan, Gram-Hansen, Bradley, Kohn, Tobias, Rainforth, Tom, Hongseok Yang, Wood, Frank
    The 22nd International Conference on Artificial Intelligence and Statistics (AISTATS 2019)
    2019

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  • Learning Deep Features for Source Color Laser Printer Identification based on Cascaded Learning

    Kim, Do-Guk, Hou, Jong-Uk, Heung-Kyu LEE
    NEUROCOMPUTING
    2019

  • 2017

  • Real-Time Scheduling for Preventing Information Leakage with Preemption Overheads

    백형부, 이진규, 이재원, 김평, Kang, Brent Byunghoon
    Advances in Electrical and Computer Engineering
    2017

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  • 2016

  • An Enhanced Rule-Based Web Scanner Based on Similarity Score

    MinSoo Lee, 이연호, Hyunsoo Yoon
    ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING
    2016

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  • Anytime RRBT for Handling Uncertainty and Dynamic Objects

    양현철, 임종우, Sung-Eui Yoon
    IEEE/RSJ International Conference on Intelligent Robots and Systems(IROS)
    2016

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  • Data Randomization and Cluster-Based Partitioning for Botnet Intrusion Detection

    Omar Y. Al-Jarrah, Omar Alhussein, Paul D. Yoo, Sami Muhaidat, Kamal Taha, Kwangjo Kim
    IEEE TRANSACTIONS ON CYBERNETICS
    2016

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  • PTE: Enumerating Trillion Triangles On Distributed Systems

    Ha-Myung Park, 강유, Sung-Hyon Myaeng
    ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
    2016

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  • 2015

  • Reactive bandits with attitude

    Pedro A.Ortega, Kee-Eung Kim, Daniel D.LeeLee
    International Conference on Artificial Intelligence and Statistics (AISTATS)
    2015

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  • Temporal Information Extraction from Korean Texts

    Hyunwoo Do, Chae-Gyun Lim, Ho-Jin Choi, 영섭 정, Kim Zae Myung
    Conference on Computational Natural Language Learning (CoNLL)
    2015

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  • 2014

  • Diversity-seeking Users and Their Influence on Social News Sites

    Kim Jooyeon, Kim Joon Hee, Dongwoo Kim, Alice Oh
    ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)(KDD)
    2014

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  • Estimation of Linear Transformation by Analyzing the Periodicity of Interpolation

    Seung Jin Ryu, Heung-Kyu LEE
    PATTERN RECOGNITION LETTERS
    2014

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  • Exploring the User-Generated Contents (UGC) Uploading Behavior on YouTube

    Jaimie Y. Park, Jiyeon Jang, Jaimes, Alejandro, Sung-Hyon Myaeng, Chin-Wan Chung
    International World Wide Web Conference(WWW)
    2014

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  • Introducing the Ω-machine

    Lei Zhang, Thannassis Tropanis, Wendy Hall, Sung-Hyon Myaeng
    International World Wide Web Conference(WWW)
    2014

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