2025
an archive of posts from this year
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‘2025 SW·AI Tech Fair’ 우수성과 발표대회 최우수상
연구실 공모전 및 대회 수상
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Grand Prize at the '2025 SW·AI Tech Fair' Outstanding Achievement Presentation
Lab competition and award achievement
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중앙대학교 산업보안학과 김호기 교수 논문, 세계 최고 인공지능 학회 채택
머신 언러닝과 최근 연구실 논문 소개
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Prof. Hoki Kim's Paper Accepted at World's Top AI Conference
Introduction to machine unlearning and recent lab research paper
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Unlearning-Aware Minimization
머신 언러닝과 최근 연구실 논문 소개
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Unlearning-Aware Minimization
Machine Unlearning and the recent research paper from our lab
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Extracting Robust Models with Uncertain Examples
Model Stealing and Application 논문 세미나 자료
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Extracting Robust Models with Uncertain Examples
Model Stealing and Application paper seminar material
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Perturbing Inputs to Prevent Model Stealing
Model Stealing and Application 논문 세미나 자료
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Perturbing Inputs to Prevent Model Stealing
Model Stealing and Application paper seminar material
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Preventing Neural Network Weight Stealing via Network Obfuscation
Model Stealing and Application 논문 세미나 자료
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Preventing Neural Network Weight Stealing via Network Obfuscation
Model Stealing and Application paper seminar material
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Practical Black-Box Attacks Against Machine Learning
Model Stealing and Application 논문 세미나 자료
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Practical Black-Box Attacks Against Machine Learning
Model Stealing and Application paper seminar material
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High Accuracy and High Fidelity Extraction of Neural Networks
Model Stealing and Application 논문 세미나 자료
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High Accuracy and High Fidelity Extraction of Neural Networks
Model Stealing and Application paper seminar material
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Hiding CNN Parameters with Guided Grad-CAM
Model Stealing and Application 논문 세미나 자료
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Hiding CNN Parameters with Guided Grad-CAM
Model Stealing and Application paper seminar material
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Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks
Model Stealing and Application 논문 세미나 자료
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Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks
Model Stealing and Application paper seminar materials
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Data-Free Model Extraction
Model Stealing and Application 논문 세미나 자료
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Data-Free Model Extraction
Model Stealing and Application paper seminar materials
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PRADA: Protecting Against DNN Model Stealing Attacks
Model Stealing and Application 논문 세미나 자료
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PRADA: Protecting Against DNN Model Stealing Attacks
Model Stealing and Application paper seminar materials
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Towards Reverse-Engineering Black-Box Neural Networks
Model Stealing and Application 논문 세미나 자료
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Towards Reverse-Engineering Black-Box Neural Networks
Model Stealing and Application paper seminar materials
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Knockoff Nets: Stealing Functionality of Black-Box Models
Model Stealing and Application 논문 세미나 자료
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Knockoff Nets: Stealing Functionality of Black-Box Models
Model Stealing and Application paper seminar materials
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Stealing Hyperparameters in Machine Learning
Model Stealing and Application 논문 세미나 자료
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Stealing Hyperparameters in Machine Learning
Model Stealing and Application paper seminar materials
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Stealing Machine Learning Models via Prediction APIs
Model Stealing and Application 논문 세미나 자료
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Stealing Machine Learning Models via Prediction APIs
Model Stealing and Application paper seminar materials
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CaddieSet: A Golf Swing Dataset with Human Joint Features and Ball Information
Introduction to collaborative research from our lab
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Explaining Determinants of Bank Failure Prediction via Neural Additive Model
연구실 논문 소개: 인공지능 설명성
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Explaining Determinants of Bank Failure Prediction via Neural Additive Model
Lab paper introduction: AI explainability
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Evaluating Practical Adversarial Robustness of Fault Diagnosis Systems via Spectrogram-Aware Ensemble Method
연구실 논문 소개: 인공지능 강건성
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Evaluating Practical Adversarial Robustness of Fault Diagnosis Systems via Spectrogram-Aware Ensemble Method
Lab paper introduction: AI robustness
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Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement
머신언러닝(Machine Unlearning) 논문 세미나 자료
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Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement
Machine Unlearning paper seminar material
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Towards Unbounded Machine Unlearning
머신언러닝(Machine Unlearning) 논문 세미나 자료
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Towards Unbounded Machine Unlearning
Machine Unlearning paper seminar material
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Approximate Data Deletion from Machine Learning Models
머신언러닝(Machine Unlearning) 논문 세미나 자료
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Approximate Data Deletion from Machine Learning Models
Machine Unlearning paper seminar material
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SalUn: Empowering Machine Unlearning via Gradient-Based Weight Saliency in Both Image Classification and Generation
머신언러닝(Machine Unlearning) 논문 세미나 자료
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SalUn: Empowering Machine Unlearning via Gradient-Based Weight Saliency in Both Image Classification and Generation
Machine Unlearning paper seminar material
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Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models
머신언러닝(Machine Unlearning) 논문 세미나 자료
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Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models
Machine Unlearning paper seminar material
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Machine Unlearning of Features and Labels
머신언러닝(Machine Unlearning) 논문 세미나 자료
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Machine Unlearning of Features and Labels
Machine Unlearning paper seminar material
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Amnesiac Machine Learning
머신언러닝(Machine Unlearning) 논문 세미나 자료
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Amnesiac Machine Learning
Machine Unlearning paper seminar material
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Evaluating Machine Unlearning via Epistemic Uncertainty
머신언러닝(Machine Unlearning) 논문 세미나 자료
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Evaluating Machine Unlearning via Epistemic Uncertainty
Machine Unlearning paper seminar material