skywalker023 / confaideLinks
🤫 Code and benchmark for our ICLR 2024 spotlight paper: "Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Contextual Integrity Theory"
☆48Updated last year
Alternatives and similar repositories for confaide
Users that are interested in confaide are comparing it to the libraries listed below
Sorting:
- ☆47Updated 9 months ago
- Official implementation of Privacy Implications of Retrieval-Based Language Models (EMNLP 2023). https://arxiv.org/abs/2305.14888☆37Updated last year
- [ACL 2023] Knowledge Unlearning for Mitigating Privacy Risks in Language Models☆84Updated last year
- ☆43Updated 2 years ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆63Updated last year
- ☆38Updated 2 years ago
- ☆23Updated 2 years ago
- Restore safety in fine-tuned language models through task arithmetic☆29Updated last year
- ☆13Updated 3 years ago
- About Official PyTorch implementation of "Query-Efficient Black-Box Red Teaming via Bayesian Optimization" (ACL'23)☆15Updated 2 years ago
- Official code for ICML 2024 paper on Persona In-Context Learning (PICLe)☆26Updated last year
- Official Repository for Dataset Inference for LLMs☆43Updated last year
- ☆38Updated 2 years ago
- [EMNLP 2025 Main] ConceptVectors Benchmark and Code for the paper "Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces"☆38Updated 3 months ago
- EMNLP 2024: Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue☆37Updated 5 months ago
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆99Updated last year
- ☆15Updated last year
- [ICLR'25 Spotlight] Min-K%++: Improved baseline for detecting pre-training data of LLMs☆50Updated 5 months ago
- ☆37Updated 11 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆62Updated last year
- ☆41Updated last year
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆84Updated 8 months ago
- The official repository of the paper "On the Exploitability of Instruction Tuning".☆65Updated last year
- ☆26Updated last year
- ☆28Updated last year
- ☆28Updated last year
- Code for watermarking language models☆83Updated last year
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆69Updated 3 years ago
- [NeurIPS 2024 D&B] Evaluating Copyright Takedown Methods for Language Models☆17Updated last year
- source code for NeurIPS'24 paper "HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection"☆61Updated 7 months ago