Simon S. Woo

236 papers A* 29A 35B 9C 1Misc 21Journal 88Unranked 51
YearRankTypeTitle / Venue / Authors
2026 A conf
CelebCaption: A Benchmark Dataset for Identity-Sensitive Unlearning in Image Captioning.
WSDM
Hakjun Moon, Simon S. Woo
2026 A* conf
Machine Pareidolia: Protecting Facial Image with Emotional Editing.
AAAI
Binh M. Le, Simon S. Woo
2026 J jnl
Machine Pareidolia: Protecting Facial Image with Emotional Editing.
CoRR
Binh M. Le, Simon S. Woo
2026 J jnl
Suppression or Deletion: A Restoration-Based Representation-Level Analysis of Machine Unlearning.
CoRR
Yurim Jang, Jaeung Lee, Dohyun Kim, Jaemin Jo, Simon S. Woo
2026 J jnl
Unlearning Comparator: A Visual Analytics System for Comparative Evaluation of Machine Unlearning Methods.
IEEE Trans. Vis. Comput. Graph.
Jaeung Lee, Suhyeon Yu, Yurim Jang, Simon S. Woo, Jaemin Jo
2026 — conf
When Health Messages from Someone Look Like You: Deepfake-Enabled Similarity, Perspective-Taking, and the Moderating Role of AI Literacy.
CHI Extended Abstracts
Jiyoung Lee, Minji Heo, Christopher M. Dobmeier, Simon S. Woo
2025 A* conf
3D-Sec '25: The 1st ACM Workshop on Deepfake, Deception, and Disinformation Security.
CCS
Simon S. Woo, Shahroz Tariq, Sharif Abuadbba, Kristen Moore, Tim Walita, Bimal Viswanath, Mario Fritz
2025 A conf
Anomaly Detection for Advanced Driver Assistance System with NCDE-based Normalizing Flow.
CIKM
Kangjun Lee, Minha Kim, Youngho Jun, Simon S. Woo
2025 J jnl
Automating Code Generation for Semiconductor Equipment Control from Developer Utterances with LLMs.
CoRR
Youngkyoung Kim, Sanghyeok Park, Misoo Kim, Gangho Yoon, Eunseok Lee, Simon S. Woo
2025 A conf
Beyond Masking: Landmark-based Representation Learning and Knowledge-Distillation for Audio-Visual Deepfake Detection.
CIKM
Chan Park, Muhammad Shahid Muneer, Simon S. Woo
2025 J jnl
Breaking the Illusion of Security via Interpretation: Interpretable Vision Transformer Systems under Attack.
CoRR
Eldor Abdukhamidov, Mohammed Abuhamad, Simon S. Woo, Hyoungshick Kim, Tamer AbuHmed
2025 J jnl
DIA: The Adversarial Exposure of Deterministic Inversion in Diffusion Models.
CoRR
Seunghoo Hong, Geonho Son, Juhun Lee, Simon S. Woo
2025 A conf
FASE: Feature-Aligned Scene Encoding for Open-Vocabulary Object Detection in Remote Sensing.
CIKM
Hyeonsu Hwang, Simon S. Woo
2025 — conf
Fairness and Robustness in Machine Unlearning.
WWW (Companion Volume)
Khoa Tran, Simon S. Woo
2025 J jnl
Fairness and Robustness in Machine Unlearning.
CoRR
Khoa Tran, Simon S. Woo
2025 A conf
FakeChain: Exposing Shallow Cues in Multi-Step Deepfake Detection.
CIKM
Minji Heo, Simon S. Woo
2025 J jnl
FakeChain: Exposing Shallow Cues in Multi-Step Deepfake Detection.
CoRR
Minji Heo, Simon S. Woo
2025 — conf
Fitting Image Diffusion Models on Video Datasets.
ICCVW
Juhun Lee, Simon S. Woo
2025 J jnl
Fitting Image Diffusion Models on Video Datasets.
CoRR
Juhun Lee, Simon S. Woo
2025 A* conf
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users.
ACM Multimedia
Shahroz Tariq, Simon S. Woo, Priyanka Singh, Irena Irmalasari, Saakshi Gupta, Dev Gupta
2025 J jnl
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users.
CoRR
Shahroz Tariq, Simon S. Woo, Priyanka Singh, Irena Irmalasari, Saakshi Gupta, Dev Gupta
2025 Misc conf
GAN or DM? In-depth Analysis and Evaluation of AI-generated Face Data for Generalizable Deepfake Detection.
SAC
Hyeongjun Choi, Simon S. Woo
2025 — conf
HiDF: A Human-Indistinguishable Deepfake Dataset.
KDD (2)
Chaewon Kang, Seoyoon Jeong, Jonghyun Lee, Daejin Choi, Simon S. Woo, Jinyoung Han
2025 Misc conf
High-Fidelity Face Age Transformation via Hierarchical Encoding and Contrastive Learning.
SAC
Hakjun Moon, Dayeon Woo, Simon S. Woo
2025 A conf
Human-Centric AI: From Explainability and Trustworthiness to Actionable Ethics.
CIKM
Jaesik Choi, Bohyung Han, Myoung-Wan Koo, Kyungman Bae, Chang D. Yoo, Simon S. Woo, Wojciech Samek
2025 B conf
Learning Interpersonal Similarities in Multiple Fingers via Fingerprint Landmark-Aware Recognition Network.
IJCB
Jiwon Kim, Youjin Shin, Simon S. Woo
2025 J jnl
MIRACLE: Malware image recognition and classification by layered extraction.
Data Min. Knowl. Discov.
Inzamamul Alam, Md. Samiullah, S. M. Asaduzzaman, Upama Kabir, A. M. Aahad, Simon S. Woo
2025 A conf
MU-OT: Effective and Unified Machine Unlearning with Optimal Transport for Feature Realignment.
CIKM
Sangjun Chung, Simon S. Woo
2025 A* conf
PromptFlare: Prompt-Generalized Defense via Cross-Attention Decoy in Diffusion-Based Inpainting.
ACM Multimedia
Hohyun Na, Seunghoo Hong, Simon S. Woo
2025 J jnl
PromptFlare: Prompt-Generalized Defense via Cross-Attention Decoy in Diffusion-Based Inpainting.
CoRR
Hohyun Na, Seunghoo Hong, Simon S. Woo
2025 A* conf
SEE: Spherical Embedding Expansion for Improving Deep Metric Learning (Extended Abstract).
IJCAI
Binh Minh Le, Simon S. Woo
2025 — conf
Saliency-Aware Diffusion Reconstruction for Effective Invisible Watermark Removal.
WWW (Companion Volume)
Inzamamul Alam, Md Tanvir Islam, Simon S. Woo
2025 J jnl
Saliency-Aware Diffusion Reconstruction for Effective Invisible Watermark Removal.
CoRR
Inzamamul Alam, Md Tanvir Islam, Simon S. Woo
2025 A conf
Seeing Through the Blur: Unlocking Defocus Maps for Deepfake Detection.
CIKM
Minsun Jeon, Simon S. Woo
2025 J jnl
Seeing Through the Blur: Unlocking Defocus Maps for Deepfake Detection.
CoRR
Minsun Jeon, Simon S. Woo
2025 A conf
SoK: Systematization and Benchmarking of Deepfake Detectors in a Unified Framework.
EuroS&P
Binh Minh Le, Jiwon Kim, Simon S. Woo, Kristen Moore, Alsharif Abuadbba, Shahroz Tariq
2025 J jnl
SpecGuard: Spectral Projection-based Advanced Invisible Watermarking.
CoRR
Inzamamul Alam, Md Tanvir Islam, Khan Muhammad, Simon S. Woo
2025 A* conf
SpecXNet: A Dual-Domain Convolutional Network for Robust Deepfake Detection.
ACM Multimedia
Inzamamul Alam, Md Tanvir Islam, Simon S. Woo
2025 J jnl
SpecXNet: A Dual-Domain Convolutional Network for Robust Deepfake Detection.
CoRR
Inzamamul Alam, Md Tanvir Islam, Simon S. Woo
2025 J jnl
Stealthy Query-Efficient OpaqueAttack Against Interpretable Deep Learning.
IEEE Trans. Reliab.
Eldor Abdukhamidov, Mohammed Abuhamad, Simon S. Woo, Eric Chan-Tin, Tamer AbuHmed
2025 J jnl
Through the Lens: Benchmarking Deepfake Detectors Against Moiré-Induced Distortions.
CoRR
Razaib Tariq, Minji Heo, Simon S. Woo, Shahroz Tariq
2025 — conf
Towards Safe Synthetic Image Generation On the Web: A Multimodal Robust NSFW Defense and Million Scale Dataset.
WWW (Companion Volume)
Muhammad Shahid Muneer, Simon S. Woo
2025 J jnl
Towards Safe Synthetic Image Generation On the Web: A Multimodal Robust NSFW Defense and Million Scale Dataset.
CoRR
Muhammad Shahid Muneer, Simon S. Woo
2025 J jnl
Translation of Text Embedding via Delta Vector to Suppress Strongly Entangled Content in Text-to-Image Diffusion Models.
CoRR
Eunseo Koh, Seunghoo Hong, Tae-Young Kim, Simon S. Woo, Jae-Pil Heo
2025 J jnl
Unlearning Comparator: A Visual Analytics System for Comparative Evaluation of Machine Unlearning Methods.
CoRR
Jaeung Lee, Suhyeon Yu, Yurim Jang, Simon S. Woo, Jaemin Jo
2025 Misc conf
X3A: Efficient Multimodal Deepfake Detection with Score-Level Fusion.
SAC
Chan Park, Bohyun Moon, Minsun Jeon, Jee-weon Jung, Simon S. Woo
2024 Misc conf
Action Attention GRU: A Data-Driven Approach for Enhancing Purchase Predictions in Digital Marketing.
SAC
Girim Ban, Simon S. Woo, David Sung
2024 — conf
Adaptive Clustering and Step-Size Optimization in Collaborative Distributed Diffusion-Based AIGC: Balancing Performance and Resource Utilization.
ICTC
Zeliang Xu, Dong In Kim, Simon S. Woo
2024 A* conf
All but One: Surgical Concept Erasing with Model Preservation in Text-to-Image Diffusion Models.
AAAI
Seunghoo Hong, Juhun Lee, Simon S. Woo
2024 — conf
An Empirical Study of Black-Box Based Membership Inference Attacks on a Real-World Dataset.
FPS (2)
Yujeong Kwon, Simon S. Woo, Hyungjoon Koo
2024 — conf
Beyond the Screen: Evaluating Deepfake Detectors under Moiré Pattern Effects.
CVPR Workshops
Razaib Tariq, Minji Heo, Simon S. Woo, Shahroz Tariq
2024 J jnl
Blind-Match: Efficient Homomorphic Encryption-Based 1:N Matching for Privacy-Preserving Biometric Identification.
CoRR
Hyunmin Choi, Jiwon Kim, Chiyoung Song, Simon S. Woo, Hyoungshick Kim
2024 A* conf
Blind-Touch: Homomorphic Encryption-Based Distributed Neural Network Inference for Privacy-Preserving Fingerprint Authentication.
AAAI
Hyunmin Choi, Simon S. Woo, Hyoungshick Kim
2024 — conf
Bridging Optimal Transport and Jacobian Regularization by Optimal Trajectory for Enhanced Adversarial Defense.
ACCV (7)
Binh Minh Le, Shahroz Tariq, Simon S. Woo
2024 — conf
Continuous Memory Representation for Anomaly Detection.
ECCV (51)
Joo Chan Lee, Taejune Kim, Eunbyung Park, Simon S. Woo, Jong Hwan Ko
2024 J jnl
Continuous Memory Representation for Anomaly Detection.
CoRR
Joo Chan Lee, Taejune Kim, Eunbyung Park, Simon S. Woo, Jong Hwan Ko
2024 A* conf
Decomposed Attention Segment Recurrent Neural Network for Orbit Prediction.
KDD
Seungwon Jeong, Soyeon Woo, Daewon Chung, Simon S. Woo, Youjin Shin
2024 A conf
Deep Journey Hierarchical Attention Networks for Conversion Predictions in Digital Marketing.
CIKM
Girim Ban, Hyeonseok Yun, Banseok Lee, David Sung, Simon S. Woo
2024 J jnl
Design and evaluation of highly accurate smart contract code vulnerability detection framework.
Data Min. Knowl. Discov.
Sowon Jeon, Gilhee Lee, Hyoungshick Kim, Simon S. Woo
2024 A* conf
Disrupting Diffusion-based Inpainters with Semantic Digression.
IJCAI
Geonho Son, Juhun Lee, Simon S. Woo
2024 J jnl
Disrupting Diffusion-based Inpainters with Semantic Digression.
CoRR
Geonho Son, Juhun Lee, Simon S. Woo
2024 B conf
DynaPP: A Dynamic Resolution Model with Patch Packing for Fast Online Video Detection.
IJCNN
Changrok So, Simon S. Woo, Jong Hwan Ko
2024 J jnl
EAE-GAN: Emotion-Aware Emoji Generative Adversarial Network for Computational Modeling Diverse and Fine-Grained Human Emotions.
IEEE Trans. Comput. Soc. Syst.
Sangeun Lee, Seoyun Kim, Yeonju Chu, Jeongwon Choi, Eunil Park, Simon S. Woo
2024 B conf
Exploring the Impact of Moire Pattern on Deepfake Detectors.
ICIP
Razaib Tariq, Shahroz Tariq, Simon S. Woo
2024 J jnl
Exploring the Impact of Moire Pattern on Deepfake Detectors.
CoRR
Razaib Tariq, Shahroz Tariq, Simon S. Woo
2024 J jnl
GDFlow: Anomaly Detection with NCDE-based Normalizing Flow for Advanced Driver Assistance System.
CoRR
Kangjun Lee, Minha Kim, Youngho Jun, Simon S. Woo
2024 A* conf
Gradient Alignment for Cross-Domain Face Anti-Spoofing.
CVPR
Binh Minh Le, Simon S. Woo
2024 J jnl
Gradient Alignment for Cross-Domain Face Anti-Spoofing.
CoRR
Binh Minh Le, Simon S. Woo
2024 J jnl
Hardening Interpretable Deep Learning Systems: Investigating Adversarial Threats and Defenses.
IEEE Trans. Dependable Secur. Comput.
Eldor Abdukhamidov, Mohammed Abuhamad, Simon S. Woo, Eric Chan-Tin, Tamer AbuHmed
2024 J jnl
Impact of Architectural Modifications on Deep Learning Adversarial Robustness.
CoRR
Firuz Juraev, Mohammed Abuhamad, Simon S. Woo, George K. Thiruvathukal, Tamer AbuHmed
2024 A* conf
Layer Attack Unlearning: Fast and Accurate Machine Unlearning via Layer Level Attack and Knowledge Distillation.
AAAI
Hyunjune Kim, Sangyong Lee, Simon S. Woo
2024 — conf
LoLI-Street: Benchmarking Low-Light Image Enhancement and Beyond.
ACCV (5)
Md Tanvir Islam, Inzamamul Alam, Simon S. Woo, Saeed Anwar, Ik Hyun Lee, Khan Muhammad
2024 J jnl
LoLI-Street: Benchmarking Low-Light Image Enhancement and Beyond.
CoRR
Md Tanvir Islam, Inzamamul Alam, Simon S. Woo, Saeed Anwar, Ik Hyun Lee, Khan Muhammad
2024 — conf
MIXAD: Memory-Induced Explainable Time Series Anomaly Detection.
ICPR (9)
Minha Kim, Kishor Kumar Bhaumik, Amin Ahsan Ali, Simon S. Woo
2024 J jnl
MIXAD: Memory-Induced Explainable Time Series Anomaly Detection.
CoRR
Minha Kim, Kishor Kumar Bhaumik, Amin Ahsan Ali, Simon S. Woo
2024 J jnl
Patch-wise vector quantization for unsupervised medical anomaly detection.
Pattern Recognit. Lett.
Taejune Kim, Yun-Gyoo Lee, Inho Jeong, Soo-Youn Ham, Simon S. Woo
2024 A conf
Preserving Old Memories in Vivid Detail: Human-Interactive Photo Restoration Framework.
CIKM
Seung-Yeon Back, Geonho Son, Dahye Jeong, Eunil Park, Simon S. Woo
2024 J jnl
Preserving Old Memories in Vivid Detail: Human-Interactive Photo Restoration Framework.
CoRR
Seung-Yeon Back, Geonho Son, Dahye Jeong, Eunil Park, Simon S. Woo
2024 Misc conf
RAAD: Reinforced Adversarial Anomaly Detector.
SAC
Simon S. Woo, Daeyoung Yoon, Yuseung Gim, Eunseok Park
2024 A conf
Real-Time User-guided Adaptive Colorization with Vision Transformer.
WACV
Gwanghan Lee, Saebyeol Shin, Taeyoung Na, Simon S. Woo
2024 — conf
Relation-Aware Label Smoothing for Self-KD.
PAKDD (2)
Jeongho Kim, Simon S. Woo
2024 — conf
Revisiting 30 years of the Network Time Protocol.
WWW (Companion Volume)
Simon S. Woo
2024 — conf
SEE: Spherical Embedding Expansion for Improving Deep Metric Learning.
PAKDD (2)
Binh Minh Le, Simon S. Woo
2024 — conf
SREMIC: Spatial Relation Extraction-based Malware Image Classification.
IMCOM
Inzamamul Alam, Md. Samiullah, Upama Kabir, Simon S. Woo, Carson K. Leung, Hoang Hai Nguyen
2024 J jnl
SSMT: Few-Shot Traffic Forecasting with Single Source Meta-Transfer.
CoRR
Kishor Kumar Bhaumik, Minha Kim, Fahim Faisal Niloy, Amin Ahsan Ali, Simon S. Woo
2024 — conf
SSMT: Few-Shot Traffic Forecasting with Single Source Meta-transfer.
ICPR (11)
Kishor Kumar Bhaumik, Minha Kim, Fahim Faisal Niloy, Amin Ahsan Ali, Simon S. Woo
2024 — conf
STLGRU: Spatio-Temporal Lightweight Graph GRU for Traffic Flow Prediction.
PAKDD (6)
Kishor Kumar Bhaumik, Fahim Faisal Niloy, Saif Mahmud, Simon S. Woo
2024 — conf
Saliency-Aware Time Series Anomaly Detection for Space Applications.
PAKDD (1)
Sangyup Lee, Simon S. Woo
2024 — conf
Satellite State Prediction and Maneuver Detection Analysis Using NCDEs.
ICPR (9)
Kangjun Lee, Simon S. Woo
2024 J jnl
SoK: Facial Deepfake Detectors.
CoRR
Binh Minh Le, Jiwon Kim, Shahroz Tariq, Kristen Moore, Alsharif Abuadbba, Simon S. Woo
2024 Misc conf
Source-Free Online Domain Adaptive Semantic Segmentation of Satellite Images Under Image Degradation.
ICASSP
Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo
2024 J jnl
Source-Free Online Domain Adaptive Semantic Segmentation of Satellite Images under Image Degradation.
CoRR
Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo
2024 — conf
The Impact of Model Variations on the Robustness of Deep Learning Models in Adversarial Settings.
SVCC
Firuz Juraev, Mohammed Abuhamad, Simon S. Woo, George K. Thiruvathukal, Tamer AbuHmed
2024 A conf
UGAD: Universal Generative AI Detector utilizing Frequency Fingerprints.
CIKM
Inzamamul Alam, Muhammad Shahid Muneer, Simon S. Woo
2024 J jnl
UGAD: Universal Generative AI Detector utilizing Frequency Fingerprints.
CoRR
Inzamamul Alam, Muhammad Shahid Muneer, Simon S. Woo
2024 A* conf
iFakeDetector: Real Time Integrated Web-based Deepfake Detection System.
IJCAI
Kangjun Lee, Inho Jung, Simon S. Woo
2023 J jnl
All but One: Surgical Concept Erasing with Model Preservation in Text-to-Image Diffusion Models.
CoRR
Seunghoo Hong, Juhun Lee, Simon S. Woo
2023 J jnl
An overhead-free region-based JPEG framework for task-driven image compression.
Pattern Recognit. Lett.
Seonghye Jeong, Seongmoon Jeong, Simon S. Woo, Jong Hwan Ko
2023 A conf
Anomaly and Novelty detection for Satellite and Drone systems (ANSD '23).
CIKM
Shahroz Tariq, Daewon Chung, Simon S. Woo, Youjin Shin
2023 J jnl
Blind-Touch: Homomorphic Encryption-Based Distributed Neural Network Inference for Privacy-Preserving Fingerprint Authentication.
CoRR
Hyunmin Choi, Simon S. Woo, Hyoungshick Kim
2023 A conf
CFL-Net: Image Forgery Localization Using Contrastive Learning.
WACV
Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo
2023 J jnl
DID We Miss Anything?: Towards Privacy-Preserving Decentralized ID Architecture.
IEEE Trans. Dependable Secur. Comput.
Siwon Huh, Myungkyu Shim, Jihwan Lee, Simon S. Woo, Hyoungshick Kim, Hojoon Lee
2023 J jnl
Evaluating Trustworthiness and Racial Bias in Face Recognition APIs Using Deepfakes.
Computer
Shahroz Tariq, Sowon Jeon, Simon S. Woo
2023 J jnl
Expectation-Maximization via Pretext-Invariant Representations.
IEEE Access
Chingis Oinar, Binh Minh Le, Simon S. Woo
2023 — conf
Exploiting Inconsistencies in Object Representations for Deepfake Video Detection.
WDC@AsiaCCS
Kishor Kumar Bhaumik, Simon S. Woo
2023 B conf
HRFNet: High-Resolution Forgery Network for Localizing Satellite Image Manipulation.
ICIP
Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo
2023 J jnl
HRFNet: High-Resolution Forgery Network for Localizing Satellite Image Manipulation.
CoRR
Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo
2023 — conf
Hand Bone X-rays Segmentation and Congregation for Age Assessment using Deep Learning.
ICOIN
Kyunghee Jung, Toan Duc Nguyen, Duc-Tai Le, Junghyun Bum, Simon S. Woo, Hyunseung Choo
2023 A* conf
IMF: Integrating Matched Features Using Attentive Logit in Knowledge Distillation.
IJCAI
Jeongho Kim, Hanbeen Lee, Simon S. Woo
2023 A conf
KID34K: A Dataset for Online Identity Card Fraud Detection.
CIKM
Eun-Ju Park, Seung-Yeon Back, Jeongho Kim, Simon S. Woo
2023 J jnl
KappaFace: Adaptive Additive Angular Margin Loss for Deep Face Recognition.
IEEE Access
Chingis Oinar, Binh Minh Le, Simon S. Woo
2023 J jnl
Layer Attack Unlearning: Fast and Accurate Machine Unlearning via Layer Level Attack and Knowledge Distillation.
CoRR
Hyunjune Kim, Sangyong Lee, Simon S. Woo
2023 Misc conf
MGCMA: Multi-scale Generator with Channel-wise Mask Attention to generate Synthetic Contrast-enhanced Chest Computed Tomography.
SAC
Jeongho Kim, Yun-Gyoo Lee, Donggeun Ko, Taejune Kim, Soo-Youn Ham, Simon S. Woo
2023 J jnl
Microbial Genetic Algorithm-based Black-box Attack against Interpretable Deep Learning Systems.
CoRR
Eldor Abdukhamidov, Mohammed Abuhamad, Simon S. Woo, Eric Chan-Tin, Tamer AbuHmed
2023 J jnl
OTJR: Optimal Transport Meets Optimal Jacobian Regularization for Adversarial Robustness.
CoRR
Binh Minh Le, Shahroz Tariq, Simon S. Woo
2023 — ed.
Proceedings of the 2nd Workshop on Security Implications of Deepfakes and Cheapfakes, WDC 2023, Melbourne, VIC, Australia, July 10-14, 2023
WDC@AsiaCCS
Simon S. Woo, Shahroz Tariq, Sharif Abuadbba, Kristen Moore
2023 A* conf
Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning.
ICCV
Binh Minh Le, Simon S. Woo
2023 J jnl
Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning.
CoRR
Binh Minh Le, Simon S. Woo
2023 Misc conf
Rotated-DETR: an End-to-End Transformer-based Oriented Object Detector for Aerial Images.
SAC
Giljun Lee, Jinbeom Kim, Taejune Kim, Simon S. Woo
2023 Misc conf
S-ViT: Sparse Vision Transformer for Accurate Face Recognition.
SAC
Geunsu Kim, Gyudo Park, Soohyeok Kang, Simon S. Woo
2023 A conf
SAFE: Sequential Attentive Face Embedding with Contrastive Learning for Deepfake Video Detection.
CIKM
Juho Jung, Chaewon Kang, Jeewoo Yoon, Simon S. Woo, Jinyoung Han
2023 A conf
Towards Understanding of Deepfake Videos in the Wild.
CIKM
Beomsang Cho, Binh Minh Le, Jiwon Kim, Simon S. Woo, Shahroz Tariq, Alsharif Abuadbba, Kristen Moore
2023 J jnl
Towards Understanding of Deepfake Videos in the Wild.
CoRR
Beomsang Cho, Binh Minh Le, Jiwon Kim, Simon S. Woo, Shahroz Tariq, Alsharif Abuadbba, Kristen Moore
2023 A conf
UNDO: Effective and Accurate Unlearning Method for Deep Neural Networks.
CIKM
Sangyong Lee, Simon S. Woo
2023 J jnl
Unveiling Vulnerabilities in Interpretable Deep Learning Systems with Query-Efficient Black-box Attacks.
CoRR
Eldor Abdukhamidov, Mohammed Abuhamad, Simon S. Woo, Eric Chan-Tin, Tamer AbuHmed
2023 J jnl
Why Do Deepfake Detectors Fail?
CoRR
Binh Minh Le, Shahroz Tariq, Alsharif Abuadbba, Kristen Moore, Simon S. Woo
2023 — conf
Why Do Facial Deepfake Detectors Fail?
WDC@AsiaCCS
Binh Minh Le, Shahroz Tariq, Alsharif Abuadbba, Kristen Moore, Simon S. Woo
2022 — conf
A
ACCV (7)
Jaeju An, Taejune Kim, Donggeun Ko, Sangyup Lee, Simon S. Woo
2022 — conf
A Face Pre-Processing Approach to Evade Deepfake Detector.
WDC@AsiaCCS
Taejune Kim, Jeongho Kim, Jeonghyeon Kim, Simon S. Woo
2022 J jnl
A Survey of Deep Learning-Based Object Detection Methods and Datasets for Overhead Imagery.
IEEE Access
Junhyung Kang, Shahroz Tariq, Han Oh, Simon S. Woo
2022 A* conf
ADD: Frequency Attention and Multi-View Based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images.
AAAI
Le Minh Binh, Simon S. Woo
2022 A conf
Accelerating CNN via Dynamic Pattern-based Pruning Network.
CIKM
Gwanghan Lee, Saebyeol Shin, Simon S. Woo
2022 — conf
Advanced Machine Learning Techniques to Detect Various Types of Deepfakes.
WDC@AsiaCCS
Simon S. Woo
2022 A* conf
Am I a Real or Fake Celebrity? Evaluating Face Recognition and Verification APIs under Deepfake Impersonation Attack.
WWW
Shahroz Tariq, Sowon Jeon, Simon S. Woo
2022 A* conf
BZNet: Unsupervised Multi-scale Branch Zooming Network for Detecting Low-quality Deepfake Videos.
WWW
Sangyup Lee, Jaeju An, Simon S. Woo
2022 J jnl
CFL-Net: Image Forgery Localization Using Contrastive Learning.
CoRR
Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo
2022 J jnl
Deepfake Detection for Facial Images with Facemasks.
CoRR
Donggeun Ko, Sangjun Lee, Jinyong Park, Saebyeol Shin, Donghee Hong, Simon S. Woo
2022 — conf
Deepfake Detection for Fake Images with Facemasks.
WDC@AsiaCCS
Sangjun Lee, Donggeun Ko, Jinyong Park, Saebyeol Shin, Donghee Hong, Simon S. Woo
2022 — conf
Efficient Two-stage Model Retraining for Machine Unlearning.
CVPR Workshops
Junyaup Kim, Simon S. Woo
2022 B conf
Evading Deepfake Detectors via High Quality Face Pre-Processing Methods.
ICPR
Jeongho Kim, Taejune Kim, Jeonghyeon Kim, Simon S. Woo
2022 — conf
GLAMD: Global and Local Attention Mask Distillation for Object Detectors.
ECCV (10)
Younho Jang, Wheemyung Shin, Jinbeom Kim, Simon S. Woo, Sung-Ho Bae
2022 J jnl
Interpretations Cannot Be Trusted: Stealthy and Effective Adversarial Perturbations against Interpretable Deep Learning.
CoRR
Eldor Abdukhamidov, Mohammed Abuhamad, Simon S. Woo, Eric Chan-Tin, Tamer AbuHmed
2022 J jnl
KappaFace: Adaptive Additive Angular Margin Loss for Deep Face Recognition.
CoRR
Chingis Oinar, Binh Minh Le, Simon S. Woo
2022 A* conf
Learning Sparse Latent Graph Representations for Anomaly Detection in Multivariate Time Series.
KDD
Siho Han, Simon S. Woo
2022 — conf
Negative Adversarial Example Generation Against Naver's Celebrity Recognition API.
WDC@AsiaCCS
Keeyoung Kim, Simon S. Woo
2022 J jnl
ORVAE: One-Class Residual Variational Autoencoder for Voice Activity Detection in Noisy Environment.
Neural Process. Lett.
Hasam Khalid, Shahroz Tariq, Taesoo Kim, Jong Hwan Ko, Simon S. Woo
2022 Misc conf
PTD: privacy-preserving human face processing framework using tensor decomposition.
SAC
Jeongho Kim, Shahroz Tariq, Simon S. Woo
2022 J jnl
PasswordTensor: Analyzing and explaining password strength using tensor decomposition.
Comput. Secur.
Youjin Shin, Simon S. Woo
2022 B conf
RCRL: Replay-based Continual Representation Learning in Multi-task Super-Resolution.
AVSS
Jinyong Park, Minha Kim, Simon S. Woo
2022 Misc conf
Residual size is not enough for anomaly detection: improving detection performance using residual similarity in multivariate time series.
SAC
Jeong-Han Yun, Jonguk Kim, Won-Seok Hwang, Young Geun Kim, Simon S. Woo, Byung-gil Min
2022 — conf
STL-DP: Differentially Private Time Series Exploring Decomposition and Compression Methods.
CIKM Workshops
Kyunghee Kim, Minha Kim, Simon S. Woo
2022 A conf
Samba: Identifying Inappropriate Videos for Young Children on YouTube.
CIKM
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 A conf
Selective Tensorized Multi-layer LSTM for Orbit Prediction.
CIKM
Youjin Shin, Eun-Ju Park, Simon S. Woo, Okchul Jung, Daewon Chung
2022 A conf
Sliding Cross Entropy for Self-Knowledge Distillation.
CIKM
Hanbeen Lee, Jeongho Kim, Simon S. Woo
2022 A conf
Towards an Awareness of Time Series Anomaly Detection Models' Adversarial Vulnerability.
CIKM
Shahroz Tariq, Binh Minh Le, Simon S. Woo
2022 J jnl
Towards an Awareness of Time Series Anomaly Detection Models' Adversarial Vulnerability.
CoRR
Shahroz Tariq, Binh Minh Le, Simon S. Woo
2022 A conf
WDC'22: 1st Workshop on the Security Implications of Deepfakes and Cheapfakes.
AsiaCCS
Simon S. Woo, Shahroz Tariq, Hyoungshick Kim
2022 — ed.
WDC@AsiaCCS '22: Proceedings of the 1st Workshop on Security Implications of Deepfakes and Cheapfakes, Nagasaki, Japan, 30 May 2022
WDC@AsiaCCS
Simon S. Woo, Shahroz Tariq, Hyoungshick Kim
2022 — conf
Zoom-DF: A Dataset for Video Conferencing Deepfake.
WDC@AsiaCCS
Geon-Woo Park, Eun-Ju Park, Simon S. Woo
2021 J jnl
A Security Analysis of Blockchain-Based Did Services.
IEEE Access
Bong Gon Kim, Young-Seob Cho, Seok-Hyun Kim, Hyoungshick Kim, Simon S. Woo
2021 J jnl
ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images.
CoRR
Binh Minh Le, Simon S. Woo
2021 J jnl
Am I a Real or Fake Celebrity? Measuring Commercial Face Recognition Web APIs under Deepfake Impersonation Attack.
CoRR
Shahroz Tariq, Sowon Jeon, Simon S. Woo
2021 Misc conf
BertLoc: duplicate location record detection in a large-scale location dataset.
SAC
Sujin Park, Sangwon Lee, Simon S. Woo
2021 A* conf
CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation.
ACM Multimedia
Minha Kim, Shahroz Tariq, Simon S. Woo
2021 J jnl
CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation.
CoRR
Minha Kim, Shahroz Tariq, Simon S. Woo
2021 J jnl
DA-FDFtNet: Dual Attention Fake Detection Fine-tuning Network to Detect Various AI-Generated Fake Images.
CoRR
Youngoh Bang, Simon S. Woo
2021 — conf
DLPNet: Dynamic Loss Parameter Network using Reinforcement Learning for Aerial Imagery Detection.
AIPR
Junhyung Kang, Simon S. Woo
2021 J jnl
Detecting handcrafted facial image manipulations and GAN-generated facial images using Shallow-FakeFaceNet.
Appl. Soft Comput.
Sangyup Lee, Shahroz Tariq, Youjin Shin, Simon S. Woo
2021 A conf
Efficient Multi-Scale Feature Generation Adaptive Network.
CIKM
Gwanghan Lee, Minha Kim, Simon S. Woo
2021 — conf
Evaluation of an Audio-Video Multimodal Deepfake Dataset using Unimodal and Multimodal Detectors.
ADGD @ ACM Multimedia
Hasam Khalid, Minha Kim, Shahroz Tariq, Simon S. Woo
2021 J jnl
Evaluation of an Audio-Video Multimodal Deepfake Dataset using Unimodal and Multimodal Detectors.
CoRR
Hasam Khalid, Minha Kim, Shahroz Tariq, Simon S. Woo
2021 J jnl
Exploring the Asynchronous of the Frequency Spectra of GAN-generated Facial Images.
CoRR
Binh Minh Le, Simon S. Woo
2021 — conf
FReTAL: Generalizing Deepfake Detection Using Knowledge Distillation and Representation Learning.
CVPR Workshops
Minha Kim, Shahroz Tariq, Simon S. Woo
2021 J jnl
FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning.
CoRR
Minha Kim, Shahroz Tariq, Simon S. Woo
2021 — conf
FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset.
NeurIPS Datasets and Benchmarks
Hasam Khalid, Shahroz Tariq, Minha Kim, Simon S. Woo
2021 J jnl
FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset.
CoRR
Hasam Khalid, Shahroz Tariq, Simon S. Woo
2021 C conf
IVDR: Imitation learning with Variational inference and Distributional Reinforcement learning to find Optimal Driving Strategy.
ICMLA
Kihyung Joo, Simon S. Woo
2021 J jnl
Neural network laundering: Removing black-box backdoor watermarks from deep neural networks.
Comput. Secur.
William Aiken, Hyoungshick Kim, Simon S. Woo, Jungwoo Ryoo
2021 A* conf
One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework.
WWW
Shahroz Tariq, Sangyup Lee, Simon S. Woo
2021 J jnl
One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework.
CoRR
Shahroz Tariq, Sangyup Lee, Simon S. Woo
2021 Misc conf
Revitalizing Self-Organizing Map: Anomaly Detection Using Forecasting Error Patterns.
SEC
Young Geun Kim, Jeong-Han Yun, Siho Han, Hyoung Chun Kim, Simon S. Woo
2021 B conf
Sarod: Efficient End-To-End Object Detection On SAR Images With Reinforcement Learning.
ICIP
Junhyung Kang, Hyeonseong Jeon, Youngoh Bang, Simon S. Woo
2021 Misc conf
TAR: Generalized Forensic Framework to Detect Deepfakes Using Weakly Supervised Learning.
SEC
Sangyup Lee, Shahroz Tariq, Junyaup Kim, Simon S. Woo
2021 J jnl
TAR: Generalized Forensic Framework to Detect Deepfakes using Weakly Supervised Learning.
CoRR
Sangyup Lee, Shahroz Tariq, Junyaup Kim, Simon S. Woo
2021 — conf
VFP290K: A Large-Scale Benchmark Dataset for Vision-based Fallen Person Detection.
NeurIPS Datasets and Benchmarks
Jaeju An, Jeongho Kim, Hanbeen Lee, Jinbeom Kim, Junhyung Kang, Minha Kim, Saebyeol Shin, Donghee Hong, Simon S. Woo
2021 J jnl
Will EU's GDPR Act as an Effective Enforcer to Gain Consent?
IEEE Access
Junhyoung Oh, Jinhyoung Hong, Changsoo Lee, Jemin Justin Lee, Simon S. Woo, Kyungho Lee
2020 J jnl
A Convolutional LSTM based Residual Network for Deepfake Video Detection.
CoRR
Shahroz Tariq, Sangyup Lee, Simon S. Woo
2020 J jnl
CAN-ADF: The controller area network attack detection framework.
Comput. Secur.
Shahroz Tariq, Sangyup Lee, Huy Kang Kim, Simon S. Woo
2020 Misc conf
CANTransfer: transfer learning based intrusion detection on a controller area network using convolutional LSTM network.
SAC
Shahroz Tariq, Sangyup Lee, Simon S. Woo
2020 J jnl
Can We Create a Cross-Domain Federated Identity for the Industrial Internet of Things without Google?
IEEE Internet Things Mag.
Eunsoo Kim, Young-Seob Cho, Bedeuro Kim, Woojoong Ji, Seok-Hyun Kim, Simon S. Woo, Hyoungshick Kim
2020 — conf
Compensating for the Lack of Extra Training Data by Learning Extra Representation.
ACCV (6)
Hyeonseong Jeon, Siho Han, Sangwon Lee, Simon S. Woo
2020 Misc conf
Design and Evaluation of Enumeration Attacks on Package Tracking Systems.
ACISP
Hanbin Jang, Woojoong Ji, Simon S. Woo, Hyoungshick Kim
2020 Misc conf
FDFtNet: Facing Off Fake Images Using Fake Detection Fine-Tuning Network.
SEC
Hyeonseong Jeon, Youngoh Bang, Simon S. Woo
2020 J jnl
FDFtNet: Facing Off Fake Images using Fake Detection Fine-tuning Network.
CoRR
Hyeonseong Jeon, Youngoh Bang, Simon S. Woo
2020 — conf
Forecasting Error Pattern-Based Anomaly Detection in Multivariate Time Series.
ECML/PKDD (4)
Seoyoung Park, Siho Han, Simon S. Woo
2020 A* conf
How Do We Create a Fantabulous Password?
WWW
Simon S. Woo
2020 A* conf
I've Got Your Packages: Harvesting Customers' Delivery Order Information using Package Tracking Number Enumeration Attacks.
WWW
Simon S. Woo, Hanbin Jang, Woojung Ji, Hyoungshick Kim
2020 A conf
ITAD: Integrative Tensor-based Anomaly Detection System for Reducing False Positives of Satellite Systems.
CIKM
Youjin Shin, Sangyup Lee, Shahroz Tariq, Myeong Shin Lee, Okchul Jung, Daewon Chung, Simon S. Woo
2020 J jnl
Neural Network Laundering: Removing Black-Box Backdoor Watermarks from Deep Neural Networks.
CoRR
William Aiken, Hyoungshick Kim, Simon S. Woo
2020 — conf
OC-FakeDect: Classifying Deepfakes Using One-class Variational Autoencoder.
CVPR Workshops
Hasam Khalid, Simon S. Woo
2020 A conf
PassTag: A Graphical-Textual Hybrid Fallback Authentication System.
AsiaCCS
Joon Kuy Han, Xiaojun Bi, Hyoungshick Kim, Simon S. Woo
2020 J jnl
Real Time Localized Air Quality Monitoring and Prediction Through Mobile and Fixed IoT Sensing Network.
IEEE Access
Dan Zhang, Simon S. Woo
2020 — conf
Reconstructing the Past: Applying Deep Learning to Reconstruct Pottery from Thousands Shards.
ECML/PKDD (5)
Keeyoung Kim, Jinseok Hong, Sang-Hoon Rhee, Simon S. Woo
2020 A* conf
T-GD: Transferable GAN-generated Images Detection Framework.
ICML
Hyeonseong Jeon, Youngoh Bang, Junyaup Kim, Simon S. Woo
2020 J jnl
T-GD: Transferable GAN-generated Images Detection Framework.
CoRR
Hyeonseong Jeon, Youngoh Bang, Junyaup Kim, Simon S. Woo
2020 — conf
Tale of Two Browsers: Understanding Users' Web Browser Choices in South Korea.
Financial Cryptography Workshops
Jihye Woo, Ji-Won Choi, Soyoon Jeon, Joon Kuy Han, Hyoungshick Kim, Simon S. Woo
2020 A conf
Who is Delivering My Food?: Detecting Food Delivery Abusers using Variational Reward Inference Networks.
CIKM
Daeyoung Yoon, Simon S. Woo
2019 — conf
Classifying Genuine Face images from Disguised Face Images.
IEEE BigData
Junyaup Kim, Siho Han, Simon S. Woo
2019 A conf
Deep Learning for Blast Furnaces: Skip-Dense Layers Deep Learning Model to Predict the Remaining Time to Close Tap-holes for Blast Furnaces.
CIKM
Keeyoung Kim, Byeongrak Seo, Sang-Hoon Rhee, Seungmoon Lee, Simon S. Woo
2019 J jnl
Design and evaluation of 3D CAPTCHAs.
Comput. Secur.
Simon S. Woo
2019 — conf
Designing for Fallible Humans.
CIC
Jelena Mirkovic, Simon S. Woo
2019 A* conf
Detecting Anomalies in Space using Multivariate Convolutional LSTM with Mixtures of Probabilistic PCA.
KDD
Shahroz Tariq, Sangyup Lee, Youjin Shin, Myeong Shin Lee, Okchul Jung, Daewon Chung, Simon S. Woo
2019 — conf
FakeTalkerDetect: Effective and Practical Realistic Neural Talking Head Detection with a Highly Unbalanced Dataset.
ICCV Workshops
Hyeonseong Jeon, Youngoh Bang, Simon S. Woo
2019 Misc conf
GAN is a friend or foe?: a framework to detect various fake face images.
SAC
Shahroz Tariq, Sangyup Lee, Hoyoung Kim, Youjin Shin, Simon S. Woo
2019 A* conf
Nickel to Lego: Using Foolgle</> to Create Adversarial Examples to Fool Google Cloud Speech-to-Text API.
CCS
Joon Kuy Han, Hyoungshick Kim, Simon S. Woo
2019 J jnl
Password typographical error resilience in honey encryption.
Comput. Secur.
Hoyul Choi, Jongmin Jeong, Simon S. Woo, Kyungtae Kang, Junbeom Hur
2019 A conf
Predicting Air Quality using Moving Sensors.
MobiSys
Dan Zhang, Simon S. Woo
2019 A conf
Understanding Users' Risk Perceptions about Personal Health Records Shared on Social Networking Services.
AsiaCCS
Yuri Son, Geumhwan Cho, Hyoungshick Kim, Simon S. Woo
2019 J jnl
Using Episodic Memory for User Authentication.
ACM Trans. Priv. Secur.
Simon S. Woo, Ron Artstein, Elsi Kaiser, Xiao Le, Jelena Mirkovic
2019 A* conf
What is in Your Password? Analyzing Memorable and Secure Passwords using a Tensor Decomposition.
WWW
Youjin Shin, Simon S. Woo
2019 J jnl
You Walk, We Authenticate: Lightweight Seamless Authentication Based on Gait in Wearable IoT Systems.
IEEE Access
Pratik Musale, Duin Baek, Nuwan Werellagama, Simon S. Woo, Bong Jun Choi
2018 A* conf
Adversarial Product Review Generation with Word Replacements.
CCS
Yimin Zhu, Simon S. Woo
2018 — conf
Detecting Both Machine and Human Created Fake Face Images In the Wild.
MPS@CCS
Shahroz Tariq, Sangyup Lee, Hoyoung Kim, Youjin Shin, Simon S. Woo
2018 — conf
Detecting In-vehicle CAN Message Attacks Using Heuristics and RNNs.
IOSec@RAID
Shahroz Tariq, Sangyup Lee, Huy Kang Kim, Simon S. Woo
2018 A conf
GuidedPass: Helping Users to Create Strong and Memorable Passwords.
RAID
Simon S. Woo, Jelena Mirkovic
2018 A* conf
Leveraging Semantic Transformation to Investigate Password Habits and Their Causes.
CHI
Ameya Hanamsagar, Simon S. Woo, Chris Kanich, Jelena Mirkovic
2018 A conf
POSTER: I Can't Hear This Because I Am Human: A Novel Design of Audio CAPTCHA System.
AsiaCCS
Jusop Choi, Taekkyung Oh, William Aiken, Simon S. Woo, Hyoungshick Kim
2018 Misc conf
When George Clooney Is Not George Clooney: Using GenAttack to Deceive Amazon's and Naver's Celebrity Recognition APIs.
SEC
Keeyoung Kim, Simon S. Woo
2016 Misc conf
Exploration of 3D Texture and Projection for New CAPTCHA Design.
WISA
Simon S. Woo, Jingul Kim, Duoduo Yu, Beomjun Kim
2016 B conf
Good Automatic Authentication Question Generation.
INLG
Simon S. Woo, Zuyao Li, Jelena Mirkovic
2016 A conf
Life-experience passwords (LEPs).
ACSAC
Simon S. Woo, Elsi Kaiser, Ron Artstein, Jelena Mirkovic
2014 — conf
3DOC: 3D object CAPTCHA.
WWW (Companion Volume)
Simon S. Woo, Beomjun Kim, Woochan Jun, Jingul Kim
2014 J jnl
Optimal application allocation on multiple public clouds.
Comput. Networks
Simon S. Woo, Jelena Mirkovic
2011 B conf
Analysis of Proximity-1 Space Link Interleaved Time Synchronization (PITS) Protocol.
GLOBECOM
Simon S. Woo
2009 — conf
Efficient File Sharing by Multicast - P2P Protocol using Network Coding and Rank Based Peer Selection.
VTC Spring
Simon S. Woo, Tudor M. Stoenescu
2008 Misc conf
Prioritized LT codes.
CISS
Simon S. Woo, Michael K. Cheng