keven980716

backdoor-learning-resources

A curated list of backdoor learning resources

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).

Embedding-Poisoning

Federated_Learning_Experiments

A Research Platform for Federated Learning Experiments

warmup

weak-to-strong-deception

Code&Data for the paper "Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization"

agent-backdoor-attacks

Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]

Embedding-Poisoning

Code for the paper "Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models" (NAACL-HLT 2021)

RAP

Code for the paper "RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models" (EMNLP 2021)

SOS

Code for the paper "Rethinking Stealthiness of Backdoor Attack against NLP Models" (ACL-IJCNLP 2021)

keven980716/weak-to-strong-deception

Code&Data for the paper "Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization"

keven980716/Federated_Learning_Experiments

A Research Platform for Federated Learning Experiments

keven980716/Embedding-Poisoning

keven980716/warmup

keven980716/backdoor-learning-resources

A curated list of backdoor learning resources

keven980716/continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).

keven980716/demo-repo

this is a demo repo

keven980716/FedML

A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)

keven980716/FedNLP

FedNLP: A Research Platform for Federated Learning in Natural Language Processing

keven980716/keven980716.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

keven980716/my_env

keven980716/stat133-fall-2018

Course materials for Stat 133, Fall 2018, at UC Berkeley