eth-sri / lampLinks
LAMP: Extracting Text from Gradients with Language Model Priors (NeurIPS '22)
☆29Updated 8 months ago
Alternatives and similar repositories for lamp
Users that are interested in lamp are comparing it to the libraries listed below
Sorting:
- Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)☆61Updated 2 years ago
- ☆78Updated 3 years ago
- Code for the paper "BadPrompt: Backdoor Attacks on Continuous Prompts"☆40Updated last year
- ☆70Updated 11 months ago
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆63Updated 2 years ago
- ☆24Updated last year
- Pytorch implementations of Client-Customized Adaptation for Parameter-Efficient Federated Learning (Findings of ACL: ACL 2023)☆17Updated 2 years ago
- Official codes for "Understanding Deep Gradient Leakage via Inversion Influence Functions", NeurIPS 2023☆16Updated 2 years ago
- [NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gao…☆83Updated last year
- Code for paper "Universal Jailbreak Backdoors from Poisoned Human Feedback"☆66Updated last year
- ☆32Updated last year
- Private Adaptive Optimization with Side Information (ICML '22)☆16Updated 3 years ago
- ☆14Updated last year
- A toolkit to assess data privacy in LLMs (under development)☆67Updated last year
- A survey of privacy problems in Large Language Models (LLMs). Contains summary of the corresponding paper along with relevant code☆69Updated last year
- The official implementation of USENIX Security'23 paper "Meta-Sift" -- Ten minutes or less to find a 1000-size or larger clean subset on …☆20Updated 2 years ago
- A curated list of trustworthy Generative AI papers. Daily updating...☆76Updated last year
- Reconstructive Neuron Pruning for Backdoor Defense (ICML 2023)☆39Updated 2 years ago
- Backdoor Safety Tuning (NeurIPS 2023 & 2024 Spotlight)☆27Updated last year
- [NeurIPS 2023] Differentially Private Image Classification by Learning Priors from Random Processes☆12Updated 2 years ago
- This is the repository that introduces research topics related to protecting intellectual property (IP) of AI from a data-centric perspec…☆23Updated 2 years ago
- Official repository for "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"☆61Updated last year
- [NDSS 2025] CENSOR: Defense Against Gradient Inversion via Orthogonal Subspace Bayesian Sampling☆16Updated last year
- ☆25Updated last year
- Code related to the paper "Machine Unlearning of Features and Labels"☆71Updated last year
- ☆23Updated last year
- This repo implements several algorithms for learning with differential privacy.☆110Updated 3 years ago
- ☆36Updated 5 months ago
- This is the starter kit for the Trojan Detection Challenge 2023 (LLM Edition), a NeurIPS 2023 competition.☆90Updated last year
- ☆19Updated 2 years ago