lab-seminar
an archive of posts with this tag
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Adversarial Training for Free!
Adversarial Robustness 논문 세미나 자료
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Adversarial Training for Free!
Adversarial Robustness Paper Seminar Materials
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Adversarial Examples Are Not Bugs, They Are Features
Adversarial Robustness 논문 세미나 자료
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Adversarial Examples Are Not Bugs, They Are Features
Adversarial Robustness Paper Seminar Materials reinterpreting adversarial examples as non-robust features learned from data.
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Theoretically Principled Trade-off between Robustness and Accuracy
Adversarial Robustness 논문 세미나 자료
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Theoretically Principled Trade-off between Robustness and Accuracy
Adversarial Robustness Paper Seminar Materials
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Robustness May Be at Odds with Accuracy
Adversarial Robustness 논문 세미나 자료
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Robustness May Be at Odds with Accuracy
Adversarial Robustness Paper Seminar Materials
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Code Review: Adversarial Attacks and Defenses
torchattacks · MAIR 라이브러리 기반 적대적 공격·방어 기법 코드 리뷰
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Code Review: Adversarial Attacks and Defenses
Line-by-line PyTorch walkthrough of torchattacks and MAIR implementations of adversarial attacks and defenses.
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Towards Evaluating the Robustness of Neural Networks
Adversarial Robustness 논문 세미나 자료
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Towards Evaluating the Robustness of Neural Networks
C&W attacks expose that defensive distillation only masked existing attack weaknesses, redefining how adversarial robustness is evaluated.
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Obfuscated Gradients Give a False Sense of Security
Adversarial Robustness 논문 세미나 자료
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Obfuscated Gradients Give a False Sense of Security
Adversarial Robustness Paper Seminar Materials
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Adversarial Examples in the Physical World
Adversarial Robustness 논문 세미나 자료
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Adversarial Examples in the Physical World
Adversarial Robustness Paper Seminar Material
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Towards Deep Learning Models Resistant to Adversarial Attacks
Adversarial Robustness 논문 세미나 자료
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Towards Deep Learning Models Resistant to Adversarial Attacks
Adversarial Robustness paper seminar material
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Intriguing Properties of Neural Networks
Adversarial Robustness 논문 세미나 자료
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Intriguing Properties of Neural Networks
Adversarial Robustness Paper Seminar Material
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Explaining and Harnessing Adversarial Examples
Adversarial Robustness 논문 세미나 자료
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Explaining and Harnessing Adversarial Examples
Adversarial Robustness paper seminar material
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BountyBench: Dollar Impact of AI Agent Attackers and Defenders on Real-World Cybersecurity Systems
LLM Cyber-Attack Bias Benchmark 논문 세미나 자료
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BountyBench: Dollar Impact of AI Agent Attackers and Defenders on Real-World Cybersecurity Systems
LLM Cyber-Attack Bias Benchmark paper seminar material
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CYBENCH: A Framework for Evaluating Cybersecurity Capabilities and Risks of Language Models
거대 언어 모델 사이버 공격 편향 벤치마크(LLM Cyber-Attack Bias Benchmark) 논문 세미나 자료
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CYBENCH: A Framework for Evaluating Cybersecurity Capabilities and Risks of Language Models
LLM Cyber-Attack Bias Benchmark paper seminar material
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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 paper seminar materials
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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 paper seminar materials
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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 paper seminar materials
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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