KIM Lab
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ICLR2025_SpuriousDataPruning
ICLR2025_SpuriousDataPruning PublicOfficial implementation of "Severing Spurious Correlations with Data Pruning", published in the International Conference on Learning Representations, 2025.
Python 4
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Backdoor-Vaccine
Backdoor-Vaccine PublicPurifying Generative LLMs from Backdoors without Prior Knowledge or Clean Reference
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Safety-Alignment-With-Explicit-Safety-Signal
Safety-Alignment-With-Explicit-Safety-Signal PublicSafety Alignment Can Be Not Superficial With Explicit Safety Signals
Python 2
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Repositories
- Security-before-Safety Public
Position: Security Before Safety: A Backdoor-Centric View of LLM Output Risks in the Private AI Era
- Backdoor-Vaccine Public
Purifying Generative LLMs from Backdoors without Prior Knowledge or Clean Reference
- Safety-Alignment-With-Explicit-Safety-Signal Public
Safety Alignment Can Be Not Superficial With Explicit Safety Signals
- ICLR2025_SpuriousDataPruning Public
Official implementation of "Severing Spurious Correlations with Data Pruning", published in the International Conference on Learning Representations, 2025.
- AIES2024PreIndex Public
This is the official implementation of “Estimating Environmental Cost Throughout Model’s Adaptive Life Cycle,” published in AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society, 2024.
- AAAI2025RESQUE Public
This is the official implementation of “RESQUE: Quantifying Estimator to Task and Distribution Shift for Sustainable Model Reusability” published in AAAI Conference on Artificial Intelligence 2025
- AIES2024SRCM Public
- UAI24_CRL Public
This is an official implementation of Center-Based Relaxed Learning by Pytorch. The algorithm was proposed in 《Center-Based Relaxed Learning Against Membership Inference Attacks》 (UAI 2024).
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