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"
☆44Updated last year
Alternatives and similar repositories for confaide
Users that are interested in confaide are comparing it to the libraries listed below
Sorting:
- [ACL 2023] Knowledge Unlearning for Mitigating Privacy Risks in Language Models☆82Updated last year
- ☆13Updated 2 years ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆60Updated last year
- Official implementation of Privacy Implications of Retrieval-Based Language Models (EMNLP 2023). https://arxiv.org/abs/2305.14888☆36Updated last year
- ☆46Updated 8 months ago
- ☆38Updated last year
- ☆38Updated 2 years ago
- Restore safety in fine-tuned language models through task arithmetic☆28Updated last year
- EMNLP 2024: Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue☆37Updated 4 months ago
- About Official PyTorch implementation of "Query-Efficient Black-Box Red Teaming via Bayesian Optimization" (ACL'23)☆15Updated 2 years ago
- [ICLR'25 Spotlight] Min-K%++: Improved baseline for detecting pre-training data of LLMs☆45Updated 4 months ago
- ☆43Updated 2 years ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆80Updated 7 months ago
- Official Repository for Dataset Inference for LLMs☆41Updated last year
- [EMNLP 2024] "Revisiting Who's Harry Potter: Towards Targeted Unlearning from a Causal Intervention Perspective"☆29Updated last year
- ☆22Updated 2 years ago
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆81Updated 9 months ago
- ☆41Updated last year
- [EMNLP 2025 Main] ConceptVectors Benchmark and Code for the paper "Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces"☆35Updated last month
- ☆26Updated last year
- ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.☆87Updated last year
- [EMNLP 2023] Poisoning Retrieval Corpora by Injecting Adversarial Passages https://arxiv.org/abs/2310.19156☆39Updated last year
- ☆28Updated last year
- Official code for ICML 2024 paper on Persona In-Context Learning (PICLe)☆26Updated last year
- source code for NeurIPS'24 paper "HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection"☆58Updated 6 months ago
- [NeurIPS 2024 D&B] Evaluating Copyright Takedown Methods for Language Models☆17Updated last year
- ☆15Updated last year
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆61Updated last year
- This repository contains the official code for the paper: "Prompt Injection: Parameterization of Fixed Inputs"☆32Updated last year
- The git repository of Modular Prompted Chatbot paper☆35Updated 2 years ago