Publications

Selective Tensorized Multi-layer LSTM for Orbit Prediction (Will be published in Oct. 2022) Youjin Shin, Eunju Park, and Simon S. Woo* CIKM ’22: ACM International Conference on Information and Knowledge Management, October 2022 (BK21+ CS conference IF = 3)
PasswordTensor: Analyzing and Explaining Password Strength using Tensor Decomposition Youjin Shin and Simon S. Woo* Elsevier Computers & Security, Volume 116, May 2022 (SCIE IF=5.105) link
Detecting Handcrafted Facial Image Manipulations and GAN-Generated Facial Images using Shallow-FakeFaceNet Sangyup Lee, Shahroz Tariq, Youjin Shin, and Simon S. Woo* Elsevier Applied Soft Computing, Volume 105, July 2021 (SCIE IF=8.263) link
ITAD: Integrative Tensor-based Anomaly Detection System for Reducing False Postives of Satellite Systems Youjin Shin, Shahroz Tariq, Sangyup Lee, Myeong Shin Lee, Okchul Jung, Daewon Chung, and Simon S. Woo* CIKM ’20: ACM International Conference on Information and Knowledge Management, October 2020 (BK21+ CS conference IF = 3) link
What Is in Your Password? Analyzing Memorable and Secure Passwords using a Tensor Decomposition Youjin Shin and Simon S. Woo* WWW ’19: International World Wide Web Conference, May 2019 (BK21+ CS conference IF = 4) link
Detecting Anomalies in Space using Multivariate Convolutional LSTM with Mixtures of Probabilistic PCA Shahroz Tariq, Sangyup Lee, Youjin Shin, Myeong Shin Lee, Okchul Jung, Daewon Chung, and Simon S. Woo* KDD ’19: SIGKDD Conference on Knowledge Discovery and Data Mining, August 2019. (BK21+ CS conference IF = 4) link
GAN is a Friend or Foe? A Framework to Detect Various Fake Face Images Shahroz Tariq, Sangyup Lee, Youjin Shin, Ho Young Kim, and Simon S. Woo* SAC ’19: ACM SIGAPP Symposium on Applied Computing, April 2019 (BK21+ CS conference IF = 1) link
Detecting Both Machine and Human Created Fake Face Images In the Wild Shahroz Tariq, Sangyup Lee, Youjin Shin, Ho Young Kim, and Simon S. Woo* MPS ’18: International Workshop on Multimedia Privacy and Security, October 2018 link
Tensor Decomposition for Anomaly Detection in Space Youjin Shin, Sangyup Lee, Shahroz Tariq, and Simon S. Woo* Workshop on Tensor Methods for Emerging Data Science Challenges (TMEDSC), held in conjunction with KDD’19 Aug 5, 2019 - Anchorage, Alaska, USA link