| 2026 | AAAI | Machine Pareidolia: Protecting Facial Image with Emotional Editing. | Binh M. Le, Simon S. Woo |
| 2026 | CHI | When Health Messages from Someone Look Like You: Deepfake-Enabled Similarity, Perspective-Taking, and the Moderating Role of AI Literacy. | Jiyoung Lee, Minji Heo, Christopher M. Dobmeier, Simon S. Woo |
| 2026 | PAKDD | ICR-Net: Robust Deepfake Detection Under Temporal Corruption. | Chan Park, Hyeongjun Choi, Muhammad Shahid Muneer, Binh Minh Le, Simon S. Woo |
| 2026 | WWW | Untitled record | Yurim Jang, Jaeung Lee, Dohyun Kim, Jaemin Jo, Simon S. Woo |
| 2026 | SAC | TwinTCN: Correlation-Gated Temporal Convolutions with Twin Encoders. | Yong-Cheol Ro, Simon S. Woo |
| 2026 | WACV | AEON: Adaptive Embedding Optimized Noise for Robust Watermarking in Diffusion Models. | Muhammad Shahid Muneer, Simon S. Woo |
| 2026 | WSDM | CelebCaption: A Benchmark Dataset for Identity-Sensitive Unlearning in Image Captioning. | Hakjun Moon, Simon S. Woo |
| 2025 | CCS | 3D-Sec '25: The 1st ACM Workshop on Deepfake, Deception, and Disinformation Security. | Simon S. Woo, Shahroz Tariq, Sharif Abuadbba, Kristen Moore, Tim Walita, Bimal Viswanath, Mario Fritz |
| 2025 | CIKM | Human-Centric AI: From Explainability and Trustworthiness to Actionable Ethics. | Jaesik Choi, Bohyung Han, Myoung-Wan Koo, Kyungman Bae, Chang D. Yoo, Simon S. Woo, Wojciech Samek |
| 2025 | CIKM | MU-OT: Effective and Unified Machine Unlearning with Optimal Transport for Feature Realignment. | Sangjun Chung, Simon S. Woo |
| 2025 | CIKM | FakeChain: Exposing Shallow Cues in Multi-Step Deepfake Detection. | Minji Heo, Simon S. Woo |
| 2025 | CIKM | FASE: Feature-Aligned Scene Encoding for Open-Vocabulary Object Detection in Remote Sensing. | Hyeonsu Hwang, Simon S. Woo |
| 2025 | CIKM | Seeing Through the Blur: Unlocking Defocus Maps for Deepfake Detection. | Minsun Jeon, Simon S. Woo |
| 2025 | CIKM | Anomaly Detection for Advanced Driver Assistance System with NCDE-based Normalizing Flow. | Kangjun Lee, Minha Kim, Youngho Jun, Simon S. Woo |
| 2025 | CIKM | Beyond Masking: Landmark-based Representation Learning and Knowledge-Distillation for Audio-Visual Deepfake Detection. | Chan Park, Muhammad Shahid Muneer, Simon S. Woo |
| 2025 | ICCV | SpecGuard: Spectral Projection-Based Advanced Invisible Watermarking. | Inzamamul Alam, Md Tanvir Islam, Simon S. Woo, Khan Muhammad |
| 2025 | ICCV | DIA: The Adversarial Exposure of Deterministic Inversion in Diffusion Models. | Seunghoo Hong, Geonho Son, Juhun Lee, Simon S. Woo |
| 2025 | ICCV | Translation of Text Embedding Via Delta Vector to Suppress Strongly Entangled Content in Text-to-Image Diffusion Models. | Eunseo Koh, Seunghoo Hong, Tae-Young Kim, Simon S. Woo, Jae-Pil Heo |
| 2025 | ICCV | Fitting Image Diffusion Models on Video Datasets. | Juhun Lee, Simon S. Woo |
| 2025 | IJCAI | SEE: Spherical Embedding Expansion for Improving Deep Metric Learning (Extended Abstract). | Binh Minh Le, Simon S. Woo |
| 2025 | KDD | HiDF: A Human-Indistinguishable Deepfake Dataset. | Chaewon Kang, Seoyoon Jeong, Jonghyun Lee, Daejin Choi, Simon S. Woo, Jinyoung Han |
| 2025 | WWW | Saliency-Aware Diffusion Reconstruction for Effective Invisible Watermark Removal. | Inzamamul Alam, Md Tanvir Islam, Simon S. Woo |
| 2025 | WWW | Towards Safe Synthetic Image Generation On the Web: A Multimodal Robust NSFW Defense and Million Scale Dataset. | Muhammad Shahid Muneer, Simon S. Woo |
| 2025 | WWW | Fairness and Robustness in Machine Unlearning. | Khoa Tran, Simon S. Woo |
| 2025 | SAC | GAN or DM? In-depth Analysis and Evaluation of AI-generated Face Data for Generalizable Deepfake Detection. | Hyeongjun Choi, Simon S. Woo |
| 2025 | SAC | High-Fidelity Face Age Transformation via Hierarchical Encoding and Contrastive Learning. | Hakjun Moon, Dayeon Woo, Simon S. Woo |
| 2025 | SAC | X3A: Efficient Multimodal Deepfake Detection with Score-Level Fusion. | Chan Park, Bohyun Moon, Minsun Jeon, Jee-weon Jung, Simon S. Woo |
| 2024 | AAAI | Blind-Touch: Homomorphic Encryption-Based Distributed Neural Network Inference for Privacy-Preserving Fingerprint Authentication. | Hyunmin Choi, Simon S. Woo, Hyoungshick Kim |
| 2024 | AAAI | All but One: Surgical Concept Erasing with Model Preservation in Text-to-Image Diffusion Models. | Seunghoo Hong, Juhun Lee, Simon S. Woo |
| 2024 | AAAI | Layer Attack Unlearning: Fast and Accurate Machine Unlearning via Layer Level Attack and Knowledge Distillation. | Hyunjune Kim, Sangyong Lee, Simon S. Woo |
| 2024 | ACCV | LoLI-Street: Benchmarking Low-Light Image Enhancement and Beyond. | Md Tanvir Islam, Inzamamul Alam, Simon S. Woo, Saeed Anwar, Ik Hyun Lee, Khan Muhammad |
| 2024 | ACCV | Bridging Optimal Transport and Jacobian Regularization by Optimal Trajectory for Enhanced Adversarial Defense. | Binh Minh Le, Shahroz Tariq, Simon S. Woo |
| 2024 | CIKM | UGAD: Universal Generative AI Detector utilizing Frequency Fingerprints. | Inzamamul Alam, Muhammad Shahid Muneer, Simon S. Woo |
| 2024 | CIKM | Preserving Old Memories in Vivid Detail: Human-Interactive Photo Restoration Framework. | Seung-Yeon Back, Geonho Son, Dahye Jeong, Eunil Park, Simon S. Woo |
| 2024 | CIKM | Deep Journey Hierarchical Attention Networks for Conversion Predictions in Digital Marketing. | Girim Ban, Hyeonseok Yun, Banseok Lee, David Sung, Simon S. Woo |
| 2024 | CIKM | Untitled record | Hyunmin Choi, Jiwon Kim, Chiyoung Song, Simon S. Woo, Hyoungshick Kim |
| 2024 | CVPR | Gradient Alignment for Cross-Domain Face Anti-Spoofing. | Binh Minh Le, Simon S. Woo |
| 2024 | CVPR | Beyond the Screen: Evaluating Deepfake Detectors under Moir Pattern Effects. | Razaib Tariq, Minji Heo, Simon S. Woo, Shahroz Tariq |
| 2024 | ECCV | Continuous Memory Representation for Anomaly Detection. | Joo Chan Lee, Taejune Kim, Eunbyung Park, Simon S. Woo, Jong Hwan Ko |
| 2024 | ICASSP | Source-Free Online Domain Adaptive Semantic Segmentation of Satellite Images Under Image Degradation. | Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo |
| 2024 | ICIP | Exploring the Impact of Moire Pattern on Deepfake Detectors. | Razaib Tariq, Shahroz Tariq, Simon S. Woo |
| 2024 | ICPR | SSMT: Few-Shot Traffic Forecasting with Single Source Meta-transfer. | Kishor Kumar Bhaumik, Minha Kim, Fahim Faisal Niloy, Amin Ahsan Ali, Simon S. Woo |
| 2024 | ICPR | MIXAD: Memory-Induced Explainable Time Series Anomaly Detection. | Minha Kim, Kishor Kumar Bhaumik, Amin Ahsan Ali, Simon S. Woo |
| 2024 | ICPR | Satellite State Prediction and Maneuver Detection Analysis Using NCDEs. | Kangjun Lee, Simon S. Woo |
| 2024 | IJCAI | iFakeDetector: Real Time Integrated Web-based Deepfake Detection System. | Kangjun Lee, Inho Jung, Simon S. Woo |
| 2024 | IJCAI | Disrupting Diffusion-based Inpainters with Semantic Digression. | Geonho Son, Juhun Lee, Simon S. Woo |
| 2024 | IJCNN | DynaPP: A Dynamic Resolution Model with Patch Packing for Fast Online Video Detection. | Changrok So, Simon S. Woo, Jong Hwan Ko |
| 2024 | KDD | Decomposed Attention Segment Recurrent Neural Network for Orbit Prediction. | Seungwon Jeong, Soyeon Woo, Daewon Chung, Simon S. Woo, Youjin Shin |
| 2024 | PAKDD | STLGRU: Spatio-Temporal Lightweight Graph GRU for Traffic Flow Prediction. | Kishor Kumar Bhaumik, Fahim Faisal Niloy, Saif Mahmud, Simon S. Woo |
| 2024 | PAKDD | Relation-Aware Label Smoothing for Self-KD. | Jeongho Kim, Simon S. Woo |
| 2024 | PAKDD | Saliency-Aware Time Series Anomaly Detection for Space Applications. | Sangyup Lee, Simon S. Woo |
| 2024 | PAKDD | SEE: Spherical Embedding Expansion for Improving Deep Metric Learning. | Binh Minh Le, Simon S. Woo |
| 2024 | WWW | Revisiting 30 years of the Network Time Protocol. | Simon S. Woo |
| 2024 | SAC | Action Attention GRU: A Data-Driven Approach for Enhancing Purchase Predictions in Digital Marketing. | Girim Ban, Simon S. Woo, David Sung |
| 2024 | SAC | RAAD: Reinforced Adversarial Anomaly Detector. | Simon S. Woo, Daeyoung Yoon, Yuseung Gim, Eunseok Park |
| 2024 | WACV | Real-Time User-guided Adaptive Colorization with Vision Transformer. | Gwanghan Lee, Saebyeol Shin, Taeyoung Na, Simon S. Woo |
| 2023 | CIKM | Towards Understanding of Deepfake Videos in the Wild. | Beomsang Cho, Binh Minh Le, Jiwon Kim, Simon S. Woo, Shahroz Tariq, Alsharif Abuadbba, Kristen Moore |
| 2023 | CIKM | SAFE: Sequential Attentive Face Embedding with Contrastive Learning for Deepfake Video Detection. | Juho Jung, Chaewon Kang, Jeewoo Yoon, Simon S. Woo, Jinyoung Han |
| 2023 | CIKM | UNDO: Effective and Accurate Unlearning Method for Deep Neural Networks. | Sangyong Lee, Simon S. Woo |
| 2023 | CIKM | KID34K: A Dataset for Online Identity Card Fraud Detection. | Eun-Ju Park, Seung-Yeon Back, Jeongho Kim, Simon S. Woo |
| 2023 | CIKM | Anomaly and Novelty detection for Satellite and Drone systems (ANSD '23). | Shahroz Tariq, Daewon Chung, Simon S. Woo, Youjin Shin |
| 2023 | ICCV | Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning. | Binh Minh Le, Simon S. Woo |
| 2023 | ICIP | HRFNet: High-Resolution Forgery Network for Localizing Satellite Image Manipulation. | Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo |
| 2023 | IJCAI | IMF: Integrating Matched Features Using Attentive Logit in Knowledge Distillation. | Jeongho Kim, Hanbeen Lee, Simon S. Woo |
| 2023 | SAC | MGCMA: Multi-scale Generator with Channel-wise Mask Attention to generate Synthetic Contrast-enhanced Chest Computed Tomography. | Jeongho Kim, Yun-Gyoo Lee, Donggeun Ko, Taejune Kim, Soo-Youn Ham, Simon S. Woo |
| 2023 | SAC | S-ViT: Sparse Vision Transformer for Accurate Face Recognition. | Geunsu Kim, Gyudo Park, Soohyeok Kang, Simon S. Woo |
| 2023 | SAC | Rotated-DETR: an End-to-End Transformer-based Oriented Object Detector for Aerial Images. | Giljun Lee, Jinbeom Kim, Taejune Kim, Simon S. Woo |
| 2023 | WACV | CFL-Net: Image Forgery Localization Using Contrastive Learning. | Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo |
| 2022 | AAAI | ADD: Frequency Attention and Multi-View Based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images. | Le Minh Binh, Simon S. Woo |
| 2022 | ACCV | A | Jaeju An, Taejune Kim, Donggeun Ko, Sangyup Lee, Simon S. Woo |
| 2022 | AsiaCCS | WDC'22: 1st Workshop on the Security Implications of Deepfakes and Cheapfakes. | Simon S. Woo, Shahroz Tariq, Hyoungshick Kim |
| 2022 | AVSS | RCRL: Replay-based Continual Representation Learning in Multi-task Super-Resolution. | Jinyong Park, Minha Kim, Simon S. Woo |
| 2022 | CIKM | Samba: Identifying Inappropriate Videos for Young Children on YouTube. | 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 |
| 2022 | CIKM | STL-DP: Differentially Private Time Series Exploring Decomposition and Compression Methods. | Kyunghee Kim, Minha Kim, Simon S. Woo |
| 2022 | CIKM | Sliding Cross Entropy for Self-Knowledge Distillation. | Hanbeen Lee, Jeongho Kim, Simon S. Woo |
| 2022 | CIKM | Accelerating CNN via Dynamic Pattern-based Pruning Network. | Gwanghan Lee, Saebyeol Shin, Simon S. Woo |
| 2022 | CIKM | Selective Tensorized Multi-layer LSTM for Orbit Prediction. | Youjin Shin, Eun-Ju Park, Simon S. Woo, Okchul Jung, Daewon Chung |
| 2022 | CIKM | Towards an Awareness of Time Series Anomaly Detection Models' Adversarial Vulnerability. | Shahroz Tariq, Binh Minh Le, Simon S. Woo |
| 2022 | CVPR | Efficient Two-stage Model Retraining for Machine Unlearning. | Junyaup Kim, Simon S. Woo |
| 2022 | ECCV | GLAMD: Global and Local Attention Mask Distillation for Object Detectors. | Younho Jang, Wheemyung Shin, Jinbeom Kim, Simon S. Woo, Sung-Ho Bae |
| 2022 | ICPR | Evading Deepfake Detectors via High Quality Face Pre-Processing Methods. | Jeongho Kim, Taejune Kim, Jeonghyeon Kim, Simon S. Woo |
| 2022 | KDD | Learning Sparse Latent Graph Representations for Anomaly Detection in Multivariate Time Series. | Siho Han, Simon S. Woo |
| 2022 | WWW | BZNet: Unsupervised Multi-scale Branch Zooming Network for Detecting Low-quality Deepfake Videos. | Sangyup Lee, Jaeju An, Simon S. Woo |
| 2022 | WWW | Am I a Real or Fake Celebrity? Evaluating Face Recognition and Verification APIs under Deepfake Impersonation Attack. | Shahroz Tariq, Sowon Jeon, Simon S. Woo |
| 2022 | SAC | PTD: privacy-preserving human face processing framework using tensor decomposition. | Jeongho Kim, Shahroz Tariq, Simon S. Woo |
| 2022 | SAC | Residual size is not enough for anomaly detection: improving detection performance using residual similarity in multivariate time series. | Jeong-Han Yun, Jonguk Kim, Won-Seok Hwang, Young Geun Kim, Simon S. Woo, Byung-Gil Min |
| 2021 | CIKM | Efficient Multi-Scale Feature Generation Adaptive Network. | Gwanghan Lee, Minha Kim, Minha Kim, Simon S. Woo |
| 2021 | CVPR | FReTAL: Generalizing Deepfake Detection Using Knowledge Distillation and Representation Learning. | Minha Kim, Shahroz Tariq, Simon S. Woo |
| 2021 | ICIP | Sarod: Efficient End-To-End Object Detection On SAR Images With Reinforcement Learning. | Junhyung Kang, Hyeonseong Jeon, Youngoh Bang, Simon S. Woo |
| 2021 | ICMLA | IVDR: Imitation learning with Variational inference and Distributional Reinforcement learning to find Optimal Driving Strategy. | Kihyung Joo, Simon S. Woo |
| 2021 | WWW | One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework. | Shahroz Tariq, Sangyup Lee, Simon S. Woo |
| 2021 | SAC | BertLoc: duplicate location record detection in a large-scale location dataset. | Sujin Park, Sangwon Lee, Simon S. Woo |
| 2021 | SEC | Revitalizing Self-Organizing Map: Anomaly Detection Using Forecasting Error Patterns. | Young Geun Kim, Jeong-Han Yun, Siho Han, Hyoung Chun Kim, Simon S. Woo |
| 2021 | SEC | TAR: Generalized Forensic Framework to Detect Deepfakes Using Weakly Supervised Learning. | Sangyup Lee, Shahroz Tariq, Junyaup Kim, Simon S. Woo |
| 2020 | ACCV | Compensating for the Lack of Extra Training Data by Learning Extra Representation. | Hyeonseong Jeon, Siho Han, Sangwon Lee, Simon S. Woo |
| 2020 | ACISP | Design and Evaluation of Enumeration Attacks on Package Tracking Systems. | Hanbin Jang, Woojoong Ji, Simon S. Woo, Hyoungshick Kim |
| 2020 | CCS | PassTag: A Graphical-Textual Hybrid Fallback Authentication System. | Joon Kuy Han, Xiaojun Bi, Hyoungshick Kim, Simon S. Woo |
| 2020 | CIKM | ITAD: Integrative Tensor-based Anomaly Detection System for Reducing False Positives of Satellite Systems. | Youjin Shin, Sangyup Lee, Shahroz Tariq, Myeong Shin Lee, Okchul Jung, Daewon Chung, Simon S. Woo |
| 2020 | CIKM | Who is Delivering My Food?: Detecting Food Delivery Abusers using Variational Reward Inference Networks. | Daeyoung Yoon, Simon S. Woo |
| 2020 | CVPR | OC-FakeDect: Classifying Deepfakes Using One-class Variational Autoencoder. | Hasam Khalid, Simon S. Woo |
| 2020 | FC | Tale of Two Browsers: Understanding Users' Web Browser Choices in South Korea. | Jihye Woo, Ji-Won Choi, Soyoon Jeon, Joon Kuy Han, Hyoungshick Kim, Simon S. Woo |
| 2020 | ICML | T-GD: Transferable GAN-generated Images Detection Framework. | Hyeonseong Jeon, Youngoh Bang, Junyaup Kim, Simon S. Woo |
| 2020 | WWW | How Do We Create a Fantabulous Password? | Simon S. Woo |
| 2020 | WWW | I've Got Your Packages: Harvesting Customers' Delivery Order Information using Package Tracking Number Enumeration Attacks. | Simon S. Woo, Hanbin Jang, Woojung Ji, Hyoungshick Kim |
| 2020 | SAC | CANTransfer: transfer learning based intrusion detection on a controller area network using convolutional LSTM network. | Shahroz Tariq, Sangyup Lee, Simon S. Woo |
| 2020 | SEC | FDFtNet: Facing Off Fake Images Using Fake Detection Fine-Tuning Network. | Hyeonseong Jeon, Youngoh Bang, Simon S. Woo |
| 2019 | CCS | Nickel to Lego: Using Foolgle</> to Create Adversarial Examples to Fool Google Cloud Speech-to-Text API. | Joon Kuy Han, Hyoungshick Kim, Simon S. Woo |
| 2019 | CCS | Understanding Users' Risk Perceptions about Personal Health Records Shared on Social Networking Services. | Yuri Son, Geumhwan Cho, Hyoungshick Kim, Simon S. Woo |
| 2019 | CIKM | Deep Learning for Blast Furnaces: Skip-Dense Layers Deep Learning Model to Predict the Remaining Time to Close Tap-holes for Blast Furnaces. | Keeyoung Kim, Byeongrak Seo, Sang-Hoon Rhee, Seungmoon Lee, Simon S. Woo |
| 2019 | KDD | 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, Simon S. Woo |
| 2019 | Mobisys | Predicting Air Quality using Moving Sensors. | Dan Zhang, Simon S. Woo |
| 2019 | WWW | What is in Your Password? Analyzing Memorable and Secure Passwords using a Tensor Decomposition. | Youjin Shin, Simon S. Woo |
| 2019 | SAC | GAN is a friend or foe?: a framework to detect various fake face images. | Shahroz Tariq, Sangyup Lee, Hoyoung Kim, Youjin Shin, Simon S. Woo |
| 2018 | CCS | POSTER: I Can't Hear This Because I Am Human: A Novel Design of Audio CAPTCHA System. | Jusop Choi, Taekkyung Oh, William Aiken, Simon S. Woo, Hyoungshick Kim |
| 2018 | CCS | Detecting Both Machine and Human Created Fake Face Images In the Wild. | Shahroz Tariq, Sangyup Lee, Hoyoung Kim, Youjin Shin, Simon S. Woo |
| 2018 | CCS | Adversarial Product Review Generation with Word Replacements. | Yimin Zhu, Simon S. Woo |
| 2018 | CHI | Leveraging Semantic Transformation to Investigate Password Habits and Their Causes. | Ameya Hanamsagar, Simon S. Woo, Chris Kanich, Jelena Mirkovic |
| 2018 | RAID | Detecting In-vehicle CAN Message Attacks Using Heuristics and RNNs. | Shahroz Tariq, Sangyup Lee, Huy Kang Kim, Simon S. Woo |
| 2018 | RAID | GuidedPass: Helping Users to Create Strong and Memorable Passwords. | Simon S. Woo, Jelena Mirkovic |
| 2018 | SEC | When George Clooney Is Not George Clooney: Using GenAttack to Deceive Amazon's and Naver's Celebrity Recognition APIs. | Keeyoung Kim, Simon S. Woo |
| 2016 | ACSAC | Life-experience passwords (LEPs). | Simon S. Woo, Elsi Kaiser, Ron Artstein, Jelena Mirkovic |
| 2016 | INLG | Good Automatic Authentication Question Generation. | Simon S. Woo, Zuyao Li, Jelena Mirkovic |
| 2016 | WISA | Exploration of 3D Texture and Projection for New CAPTCHA Design. | Simon S. Woo, Jingul Kim, Duoduo Yu, Beomjun Kim |
| 2014 | WWW | 3DOC: 3D object CAPTCHA. | Simon S. Woo, Beomjun Kim, Woochan Jun, Jingul Kim |
| 2011 | GLOBECOM | Analysis of Proximity-1 Space Link Interleaved Time Synchronization (PITS) Protocol. | Simon S. Woo |
| 2009 | VTC | Efficient File Sharing by Multicast - P2P Protocol using Network Coding and Rank Based Peer Selection. | Simon S. Woo, Tudor M. Stoenescu |
| 2008 | CISS | Prioritized LT codes. | Simon S. Woo, Michael K. Cheng |