연구실적: Google scholar - https://scholar.google.com/citations?user=2u9ORXkAAAAJ&hl=ko

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Saliency-Aware Time Series Anomaly Detection for Space Applications, Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), May 2024

A^2: Adaptive Augmentation for Effectively Mitigating Dataset Bias, Proceedings of the Asian Conference on Computer Vision (ACCV), December 2022

Bznet: Unsupervised multi-scale branch zooming network for detecting low-quality deepfake videos, Proceedings of the ACM Web Conference 2022, April 2022

Detecting handcrafted facial image manipulations and GAN-generated facial images using Shallow-FakeFaceNet, Applied Soft Computing, July 2021

Tar: Generalized forensic framework to detect deepfakes using weakly supervised learning, IFIP International Conference on ICT Systems Security and Privacy Protection, June 2021

One detector to rule them all: Towards a general deepfake attack detection framework, Proceedings of the Web Conference 2021, April 2021

Itad: integrative tensor-based anomaly detection system for reducing false positives of satellite systems, Proceedings of the 29th ACM International Conference on Information & Knowledge Management, October 2020

CAN-ADF: The controller area network attack detection framework, Computers & Security, July 2020

CANTransfer: Transfer learning based intrusion detection on a controller area network using convolutional LSTM network, Proceedings of the 35th Annual ACM Symposium on Applied Computing, March 2020

Detecting anomalies in space using multivariate convolutional LSTM with mixtures of probabilistic PCA, Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, August 2019

Robust anomaly detection in cyber physical system using kullback-leibler divergence in error distributions, 5th Workshop on Mining and Learning from Time Series (MileTS'19), August 2019

Gan is a friend or foe? a framework to detect various fake face images, Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, April 2019

Detecting both machine and human created fake face images in the wild, Proceedings of the 2nd International Workshop on Multimedia Privacy and Security, October 2018

Detecting In-vehicle CAN message attacks using heuristics and RNNs, International Workshop on Information and Operational Technology Security, September 2018