Simon S. Woo

Venues

Frequent coauthors

Papers

1. AEON: Adaptive Embedding Optimized Noise for Robust Watermarking in Diffusion Models
   WACV 2026 ·

   Muhammad Shahid Muneer

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2. CelebCaption: A Benchmark Dataset for Identity-Sensitive Unlearning in Image Captioning
   WSDM 2026 ·

   Hakjun Moon

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3. Machine Pareidolia: Protecting Facial Image with Emotional Editing
   AAAI 2026 ·

   Binh M. Le

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4. Suppression or Deletion: A Restoration-Based Representation-Level Analysis of Machine Unlearning
   WWW 2026 ·

   Yurim Jang

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5. When Health Messages from Someone Look Like You: Deepfake-Enabled Similarity, Perspective-Taking, and the Moderating Role of AI Literacy
   CHI 2026 ·

   Jiyoung Lee

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6. Anomaly Detection for Advanced Driver Assistance System with NCDE-based Normalizing Flow
   CIKM 2025 ·

   Kangjun Lee

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7. Beyond Masking: Landmark-based Representation Learning and Knowledge-Distillation for Audio-Visual Deepfake Detection
   CIKM 2025 ·

   Chan Park

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8. DIA: The Adversarial Exposure of Deterministic Inversion in Diffusion Models
   ICCV 2025 ·

   Seunghoo Hong

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9. FASE: Feature-Aligned Scene Encoding for Open-Vocabulary Object Detection in Remote Sensing
   CIKM 2025 ·

   Hyeonsu Hwang

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10. Fairness and Robustness in Machine Unlearning
    WWW 2025 ·

    Khoa Tran

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11. FakeChain: Exposing Shallow Cues in Multi-Step Deepfake Detection
    CIKM 2025 ·

    Minji Heo

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12. Fitting Image Diffusion Models on Video Datasets
    ICCV 2025 ·

    Juhun Lee

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13. From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users
    ACM MM 2025 ·

    Shahroz Tariq

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14. HiDF: A Human-Indistinguishable Deepfake Dataset
    SIGKDD 2025 ·

    Chaewon Kang

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15. Human-Centric AI: From Explainability and Trustworthiness to Actionable Ethics
    CIKM 2025 ·

    Jaesik Choi

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16. MU-OT: Effective and Unified Machine Unlearning with Optimal Transport for Feature Realignment
    CIKM 2025 ·

    Sangjun Chung

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17. PromptFlare: Prompt-Generalized Defense via Cross-Attention Decoy in Diffusion-Based Inpainting
    ACM MM 2025 ·

    Hohyun Na

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18. RUAGO: Effective and Practical Retain-Free Unlearning via Adversarial Attack and OOD Generator
    NeurIPS 2025 ·

    Sangyong Lee

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19. SEE: Spherical Embedding Expansion for Improving Deep Metric Learning (Extended Abstract)
    IJCAI 2025 ·

    Binh Minh Le

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20. Saliency-Aware Diffusion Reconstruction for Effective Invisible Watermark Removal
    WWW 2025 ·

    Inzamamul Alam

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21. Seeing Through the Blur: Unlocking Defocus Maps for Deepfake Detection
    CIKM 2025 ·

    Minsun Jeon

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22. SpecGuard: Spectral Projection-Based Advanced Invisible Watermarking
    ICCV 2025 ·

    Inzamamul Alam

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23. SpecXNet: A Dual-Domain Convolutional Network for Robust Deepfake Detection
    ACM MM 2025 ·

    Inzamamul Alam

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24. Through the Lens: Benchmarking Deepfake Detectors Against Moiré-Induced Distortions
    NeurIPS 2025 ·

    Razaib Tariq

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25. Towards Safe Synthetic Image Generation On the Web: A Multimodal Robust NSFW Defense and Million Scale Dataset
    WWW 2025 ·

    Muhammad Shahid Muneer

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26. Translation of Text Embedding Via Delta Vector to Suppress Strongly Entangled Content in Text-to-Image Diffusion Models
    ICCV 2025 ·

    Eunseo Koh

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27. All but One: Surgical Concept Erasing with Model Preservation in Text-to-Image Diffusion Models
    AAAI 2024 ·

    Seunghoo Hong

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28. Beyond the Screen: Evaluating Deepfake Detectors under Moiré Pattern Effects
    CVPR 2024 ·

    Razaib Tariq

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29. Blind-Match: Efficient Homomorphic Encryption-Based 1: N Matching for Privacy-Preserving Biometric Identification
    CIKM 2024 ·

    Hyunmin Choi

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30. Blind-Touch: Homomorphic Encryption-Based Distributed Neural Network Inference for Privacy-Preserving Fingerprint Authentication
    AAAI 2024 ·

    Hyunmin Choi

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31. Continuous Memory Representation for Anomaly Detection
    ECCV 2024 ·

    Joo Chan Lee

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32. Decomposed Attention Segment Recurrent Neural Network for Orbit Prediction
    SIGKDD 2024 ·

    Seungwon Jeong

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33. Deep Journey Hierarchical Attention Networks for Conversion Predictions in Digital Marketing
    CIKM 2024 ·

    Girim Ban

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34. Disrupting Diffusion-based Inpainters with Semantic Digression
    IJCAI 2024 ·

    Geonho Son

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35. Gradient Alignment for Cross-Domain Face Anti-Spoofing
    CVPR 2024 ·

    Binh Minh Le

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36. Layer Attack Unlearning: Fast and Accurate Machine Unlearning via Layer Level Attack and Knowledge Distillation
    AAAI 2024 ·

    Hyunjune Kim

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37. Preserving Old Memories in Vivid Detail: Human-Interactive Photo Restoration Framework
    CIKM 2024 ·

    Seung-Yeon Back

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38. Revisiting 30 years of the Network Time Protocol
    WWW 2024 · Simon S. Woo
39. UGAD: Universal Generative AI Detector utilizing Frequency Fingerprints
    CIKM 2024 ·

    Inzamamul Alam

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40. iFakeDetector: Real Time Integrated Web-based Deepfake Detection System
    IJCAI 2024 ·

    Kangjun Lee

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