Simon S. Woo

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 155

Top Venues

Publications

Sangyup Lee, Simon S. Woo
Saliency-Aware Time Series Anomaly Detection for Space Applications. PAKDD (1) (2024)
Taejune Kim, Yun-Gyoo Lee, Inho Jeong, Soo-Youn Ham, Simon S. Woo
Patch-wise vector quantization for unsupervised medical anomaly detection. Pattern Recognit. Lett. 184 (2024)
Hyunmin Choi, Simon S. Woo, Hyoungshick Kim
Blind-Touch: Homomorphic Encryption-Based Distributed Neural Network Inference for Privacy-Preserving Fingerprint Authentication. AAAI (2024)
Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo
Source-Free Online Domain Adaptive Semantic Segmentation of Satellite Images under Image Degradation. CoRR (2024)
Binh Minh Le, Simon S. Woo
Gradient Alignment for Cross-Domain Face Anti-Spoofing. CoRR (2024)
Seunghoo Hong, Juhun Lee, Simon S. Woo
All but One: Surgical Concept Erasing with Model Preservation in Text-to-Image Diffusion Models. AAAI (2024)
Hyunjune Kim, Sangyong Lee, Simon S. Woo
Layer Attack Unlearning: Fast and Accurate Machine Unlearning via Layer Level Attack and Knowledge Distillation. AAAI (2024)
Seungwon Jeong, Soyeon Woo, Daewon Chung, Simon S. Woo, Youjin Shin
Decomposed Attention Segment Recurrent Neural Network for Orbit Prediction. KDD (2024)
Joo Chan Lee, Taejune Kim, Eunbyung Park, Simon S. Woo, Jong Hwan Ko
Continuous Memory Representation for Anomaly Detection. CoRR (2024)
Girim Ban, Simon S. Woo, David Sung
Action Attention GRU: A Data-Driven Approach for Enhancing Purchase Predictions in Digital Marketing. SAC (2024)
Firuz Juraev, Mohammed Abuhamad, Simon S. Woo, George K. Thiruvathukal, Tamer Abuhmed
Impact of Architectural Modifications on Deep Learning Adversarial Robustness. CoRR (2024)
Sowon Jeon, Gilhee Lee, Hyoungshick Kim, Simon S. Woo
Design and evaluation of highly accurate smart contract code vulnerability detection framework. Data Min. Knowl. Discov. 38 (3) (2024)
Geonho Son, Juhun Lee, Simon S. Woo
Disrupting Diffusion-based Inpainters with Semantic Digression. CoRR (2024)
SangEun Lee, Seoyun Kim, Yeonju Chu, JeongWon Choi, Eunil Park, Simon S. Woo
EAE-GAN: Emotion-Aware Emoji Generative Adversarial Network for Computational Modeling Diverse and Fine-Grained Human Emotions. IEEE Trans. Comput. Soc. Syst. 11 (3) (2024)
Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo
Source-Free Online Domain Adaptive Semantic Segmentation of Satellite Images Under Image Degradation. ICASSP (2024)
Kishor Kumar Bhaumik, Fahim Faisal Niloy, Saif Mahmud, Simon S. Woo
STLGRU: Spatio-Temporal Lightweight Graph GRU for Traffic Flow Prediction. PAKDD (6) (2024)
Jeongho Kim, Simon S. Woo
Relation-Aware Label Smoothing for Self-KD. PAKDD (2) (2024)
Binh Minh Le, Simon S. Woo
SEE: Spherical Embedding Expansion for Improving Deep Metric Learning. PAKDD (2) (2024)
Binh M. Le, Jiwon Kim, Shahroz Tariq, Kristen Moore, Alsharif Abuadbba, Simon S. Woo
SoK: Facial Deepfake Detectors. CoRR (2024)
Gwanghan Lee, Saebyeol Shin, Taeyoung Na, Simon S. Woo
Real-Time User-guided Adaptive Colorization with Vision Transformer. WACV (2024)
Simon S. Woo, Daeyoung Yoon, Yuseung Gim, Eunseok Park
RAAD: Reinforced Adversarial Anomaly Detector. SAC (2024)
Razaib Tariq, Shahroz Tariq, Simon S. Woo
Exploring the Impact of Moire Pattern on Deepfake Detectors. CoRR (2024)
Simon S. Woo
Revisiting 30 years of the Network Time Protocol. WWW (Companion Volume) (2024)
Binh Le, Shahroz Tariq, Alsharif Abuadbba, Kristen Moore, Simon S. Woo
Why Do Deepfake Detectors Fail? CoRR (2023)
Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo
CFL-Net: Image Forgery Localization Using Contrastive Learning. WACV (2023)
Juho Jung, Chaewon Kang, Jeewoo Yoon, Simon S. Woo, Jinyoung Han
SAFE: Sequential Attentive Face Embedding with Contrastive Learning for Deepfake Video Detection. CIKM (2023)
Shahroz Tariq, Sowon Jeon, Simon S. Woo
Evaluating Trustworthiness and Racial Bias in Face Recognition APIs Using Deepfakes. Computer 56 (5) (2023)
Siwon Huh, Myungkyu Shim, Jihwan Lee, Simon S. Woo, Hyoungshick Kim, Hojoon Lee
DID We Miss Anything?: Towards Privacy-Preserving Decentralized ID Architecture. IEEE Trans. Dependable Secur. Comput. 20 (6) (2023)
Binh M. Le, Simon S. Woo
Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning. ICCV (2023)
Geunsu Kim, Gyudo Park, Soohyeok Kang, Simon S. Woo
S-ViT: Sparse Vision Transformer for Accurate Face Recognition. SAC (2023)
Jeongho Kim, Hanbeen Lee, Simon S. Woo
IMF: Integrating Matched Features Using Attentive Logit in Knowledge Distillation. IJCAI (2023)
Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo
HRFNet: High-Resolution Forgery Network for Localizing Satellite Image Manipulation. ICIP (2023)
Eun-Ju Park, Seung-Yeon Back, Jeongho Kim, Simon S. Woo
KID34K: A Dataset for Online Identity Card Fraud Detection. CIKM (2023)
Sangyong Lee, Simon S. Woo
UNDO: Effective and Accurate Unlearning Method for Deep Neural Networks. CIKM (2023)
Chingis Oinar, Binh M. Le, Simon S. Woo
KappaFace: Adaptive Additive Angular Margin Loss for Deep Face Recognition. IEEE Access 11 (2023)
Eldor Abdukhamidov, Mohammed Abuhamad, Simon S. Woo, Eric Chan-Tin, Tamer Abuhmed
Unveiling Vulnerabilities in Interpretable Deep Learning Systems with Query-Efficient Black-box Attacks. CoRR (2023)
Kyunghee Jung, Toan Duc Nguyen, Duc Tai Le, Junghyun Bum, Simon S. Woo, Hyunseung Choo
Hand Bone X-rays Segmentation and Congregation for Age Assessment using Deep Learning. ICOIN (2023)
Binh M. Le, Simon S. Woo
Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning. CoRR (2023)
Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo
HRFNet: High-Resolution Forgery Network for Localizing Satellite Image Manipulation. CoRR (2023)
Seunghoo Hong, Juhun Lee, Simon S. Woo
All but One: Surgical Concept Erasing with Model Preservation in Text-to-Image Diffusion Models. CoRR (2023)
Chingis Oinar, Binh M. Le, Simon S. Woo
Expectation-Maximization via Pretext-Invariant Representations. IEEE Access 11 (2023)
Seonghye Jeong, Seongmoon Jeong, Simon S. Woo, Jong Hwan Ko
An overhead-free region-based JPEG framework for task-driven image compression. Pattern Recognit. Lett. 165 (2023)
Kishor Kumar Bhaumik, Simon S. Woo
Exploiting Inconsistencies in Object Representations for Deepfake Video Detection. WDC@AsiaCCS (2023)
Beomsang Cho, Binh M. Le, Jiwon Kim, Simon S. Woo, Shahroz Tariq, Alsharif Abuadbba, Kristen Moore
Towards Understanding of Deepfake Videos in the Wild. CoRR (2023)
Jeongho Kim, Yun-Gyoo Lee, Donggeun Ko, Taejune Kim, Soo-Youn Ham, Simon S. Woo
MGCMA: Multi-scale Generator with Channel-wise Mask Attention to generate Synthetic Contrast-enhanced Chest Computed Tomography. SAC (2023)
Beomsang Cho, Binh M. Le, Jiwon Kim, Simon S. Woo, Shahroz Tariq, Alsharif Abuadbba, Kristen Moore
Towards Understanding of Deepfake Videos in the Wild. CIKM (2023)
Hyunmin Choi, Simon S. Woo, Hyoungshick Kim
Blind-Touch: Homomorphic Encryption-Based Distributed Neural Network Inference for Privacy-Preserving Fingerprint Authentication. CoRR (2023)
Eldor Abdukhamidov, Mohammed Abuhamad, Simon S. Woo, Eric Chan-Tin, Tamer Abuhmed
Microbial Genetic Algorithm-based Black-box Attack against Interpretable Deep Learning Systems. CoRR (2023)
Binh M. Le, Shahroz Tariq, Simon S. Woo
OTJR: Optimal Transport Meets Optimal Jacobian Regularization for Adversarial Robustness. CoRR (2023)
Binh Le, Shahroz Tariq, Alsharif Abuadbba, Kristen Moore, Simon S. Woo
Why Do Facial Deepfake Detectors Fail? WDC@AsiaCCS (2023)
Giljun Lee, Jinbeom Kim, Taejune Kim, Simon S. Woo
Rotated-DETR: an End-to-End Transformer-based Oriented Object Detector for Aerial Images. SAC (2023)
Hyunjune Kim, Sangyong Lee, Simon S. Woo
Layer Attack Unlearning: Fast and Accurate Machine Unlearning via Layer Level Attack and Knowledge Distillation. CoRR (2023)
Jeongho Kim, Shahroz Tariq, Simon S. Woo
PTD: privacy-preserving human face processing framework using tensor decomposition. SAC (2022)
Shahroz Tariq, Sowon Jeon, Simon S. Woo
Am I a Real or Fake Celebrity? Evaluating Face Recognition and Verification APIs under Deepfake Impersonation Attack. WWW (2022)
Jinyong Park, Minha Kim, Simon S. Woo
RCRL: Replay-based Continual Representation Learning in Multi-task Super-Resolution. AVSS (2022)
Younho Jang, Wheemyung Shin, Jinbeom Kim, Simon S. Woo, Sung-Ho Bae
GLAMD: Global and Local Attention Mask Distillation for Object Detectors. ECCV (10) (2022)
Youjin Shin, Eun-Ju Park, Simon S. Woo, Okchul Jung, Daewon Chung
Selective Tensorized Multi-layer LSTM for Orbit Prediction. CIKM (2022)
Gwanghan Lee, Saebyeol Shin, Simon S. Woo
Accelerating CNN via Dynamic Pattern-based Pruning Network. CIKM (2022)
Jeong-Han Yun, Jonguk Kim, Won-Seok Hwang, Young Geun Kim, Simon S. Woo, Byung-Gil Min
Residual size is not enough for anomaly detection: improving detection performance using residual similarity in multivariate time series. SAC (2022)
Keeyoung Kim, Simon S. Woo
Negative Adversarial Example Generation Against Naver's Celebrity Recognition API. WDC@AsiaCCS (2022)
Jaeju An, Taejune Kim, Donggeun Ko, Sangyup Lee, Simon S. Woo
: Adaptive Augmentation for Effectively Mitigating Dataset Bias. ACCV (7) (2022)
Sangyup Lee, Jaeju An, Simon S. Woo
BZNet: Unsupervised Multi-scale Branch Zooming Network for Detecting Low-quality Deepfake Videos. WWW (2022)
Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo
CFL-Net: Image Forgery Localization Using Contrastive Learning. CoRR (2022)
Siho Han, Simon S. Woo
Learning Sparse Latent Graph Representations for Anomaly Detection in Multivariate Time Series. KDD (2022)
Hasam Khalid, Shahroz Tariq, TaeSoo Kim, Jong Hwan Ko, Simon S. Woo
ORVAE: One-Class Residual Variational Autoencoder for Voice Activity Detection in Noisy Environment. Neural Process. Lett. 54 (3) (2022)
Shahroz Tariq, Binh M. Le, Simon S. Woo
Towards an Awareness of Time Series Anomaly Detection Models' Adversarial Vulnerability. CIKM (2022)
Hanbeen Lee, Jeongho Kim, Simon S. Woo
Sliding Cross Entropy for Self-Knowledge Distillation. CIKM (2022)
Le Minh Binh, Simon S. Woo
ADD: Frequency Attention and Multi-View Based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images. AAAI (2022)
Eldor Abdukhamidov, Mohammed Abuhamad, Simon S. Woo, Eric Chan-Tin, Tamer Abuhmed
Interpretations Cannot Be Trusted: Stealthy and Effective Adversarial Perturbations against Interpretable Deep Learning. CoRR (2022)
Shahroz Tariq, Binh M. Le, Simon S. Woo
Towards an Awareness of Time Series Anomaly Detection Models' Adversarial Vulnerability. CoRR (2022)
Geon-Woo Park, Eun-Ju Park, Simon S. Woo
Zoom-DF: A Dataset for Video Conferencing Deepfake. WDC@AsiaCCS (2022)
Junhyung Kang, Shahroz Tariq, Han Oh, Simon S. Woo
A Survey of Deep Learning-Based Object Detection Methods and Datasets for Overhead Imagery. IEEE Access 10 (2022)
Jeongho Kim, Taejune Kim, Jeonghyeon Kim, Simon S. Woo
Evading Deepfake Detectors via High Quality Face Pre-Processing Methods. ICPR (2022)
Simon S. Woo
Advanced Machine Learning Techniques to Detect Various Types of Deepfakes. WDC@AsiaCCS (2022)
Youjin Shin, Simon S. Woo
PasswordTensor: Analyzing and explaining password strength using tensor decomposition. Comput. Secur. 116 (2022)
Kishor Kumar Bhaumik, Fahim Faisal Niloy, Saif Mahmud, Simon S. Woo
STLGRU: Spatio-Temporal Lightweight Graph GRU for Traffic Flow Prediction. CoRR (2022)
Le Binh, Rajat Tandon, Chingis Oinar, Jeffrey Liu, Uma Durairaj, Jiani Guo, Spencer Zahabizadeh, Sanjana Ilango, Jeremy Tang, Fred Morstatter, Simon S. Woo, Jelena Mirkovic
Samba: Identifying Inappropriate Videos for Young Children on YouTube. CIKM (2022)
Junyaup Kim, Simon S. Woo
Efficient Two-stage Model Retraining for Machine Unlearning. CVPR Workshops (2022)
Chingis Oinar, Binh M. Le, Simon S. Woo
KappaFace: Adaptive Additive Angular Margin Loss for Deep Face Recognition. CoRR (2022)
Simon S. Woo, Shahroz Tariq, Hyoungshick Kim
WDC'22: 1st Workshop on the Security Implications of Deepfakes and Cheapfakes. AsiaCCS (2022)
Taejune Kim, Jeongho Kim, Jeonghyeon Kim, Simon S. Woo
A Face Pre-Processing Approach to Evade Deepfake Detector. WDC@AsiaCCS (2022)
Donggeun Ko, Sangjun Lee, Jinyong Park, Saebyeol Shin, Donghee Hong, Simon S. Woo
Deepfake Detection for Facial Images with Facemasks. CoRR (2022)
Sangjun Lee, Donggeun Ko, Jinyong Park, Saebyeol Shin, Donghee Hong, Simon S. Woo
Deepfake Detection for Fake Images with Facemasks. WDC@AsiaCCS (2022)
Junhyoung Oh, Jinhyoung Hong, Changsoo Lee, Jemin Justin Lee, Simon S. Woo, Kyungho Lee
Will EU's GDPR Act as an Effective Enforcer to Gain Consent? IEEE Access 9 (2021)
Minha Kim, Shahroz Tariq, Simon S. Woo
FReTAL: Generalizing Deepfake Detection Using Knowledge Distillation and Representation Learning. CVPR Workshops (2021)
Hasam Khalid, Minha Kim, Shahroz Tariq, Simon S. Woo
Evaluation of an Audio-Video Multimodal Deepfake Dataset using Unimodal and Multimodal Detectors. ADGD @ ACM Multimedia (2021)
Hasam Khalid, Shahroz Tariq, Simon S. Woo
FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset. CoRR (2021)
Gwanghan Lee, Minha Kim, Minha Kim, Simon S. Woo
Efficient Multi-Scale Feature Generation Adaptive Network. CIKM (2021)
Youngoh Bang, Simon S. Woo
DA-FDFtNet: Dual Attention Fake Detection Fine-tuning Network to Detect Various AI-Generated Fake Images. CoRR (2021)
Binh M. Le, Simon S. Woo
Exploring the Asynchronous of the Frequency Spectra of GAN-generated Facial Images. CoRR (2021)
Hasam Khalid, Shahroz Tariq, Minha Kim, Simon S. Woo
FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset. NeurIPS Datasets and Benchmarks (2021)
Junhyung Kang, Simon S. Woo
DLPNet: Dynamic Loss Parameter Network using Reinforcement Learning for Aerial Imagery Detection. AIPR (2021)
Junhyung Kang, Hyeonseong Jeon, Youngoh Bang, Simon S. Woo
Sarod: Efficient End-To-End Object Detection On SAR Images With Reinforcement Learning. ICIP (2021)
Binh M. Le, Simon S. Woo
ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images. CoRR (2021)
Sangyup Lee, Shahroz Tariq, Junyaup Kim, Simon S. Woo
TAR: Generalized Forensic Framework to Detect Deepfakes using Weakly Supervised Learning. CoRR (2021)
Minha Kim, Shahroz Tariq, Simon S. Woo
FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning. CoRR (2021)
Shahroz Tariq, Sowon Jeon, Simon S. Woo
Am I a Real or Fake Celebrity? Measuring Commercial Face Recognition Web APIs under Deepfake Impersonation Attack. CoRR (2021)
William Aiken, Hyoungshick Kim, Simon S. Woo, Jungwoo Ryoo
Neural network laundering: Removing black-box backdoor watermarks from deep neural networks. Comput. Secur. 106 (2021)
Shahroz Tariq, Sangyup Lee, Simon S. Woo
One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework. CoRR (2021)
Shahroz Tariq, Sangyup Lee, Simon S. Woo
One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework. WWW (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Simon S. Woo