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66 repositories

awesome_LLM-harmful-fine-tuning-papers
Public
A survey on harmful fine-tuning attack for large language model
attack survey alignment safety defense fine-tuning finetuning harmful llms
2•69•0•0•Updated Nov 7, 2024Nov 7, 2024
awesome-LLM-game-agent-papers
Public
A Survey on Large Language Model-Based Game Agents
survey computer-games large-language-models llm-based-agent game-agent
12•307•1•0•Updated Oct 28, 2024Oct 28, 2024
Vaccine
Public
This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)
attack fine-tuning finetuning harmful llm
Shell
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Apache License 2.0
•0•16•0•0•Updated Oct 21, 2024Oct 21, 2024
PokeLLMon
Public
agent pokemon pokemon-showdown gpt-4 large-language-models
Python
•14•173•1•0•Updated Oct 12, 2024Oct 12, 2024
PFT
Public
Python
•0•1•0•0•Updated Oct 9, 2024Oct 9, 2024
llm-topla
Public
Jupyter Notebook
•0•4•1•0•Updated Oct 4, 2024Oct 4, 2024
Booster
Public
This is the official code for the paper "Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturbation".
attack alignment safety fine-tuning finetuning harmful llms
Shell
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Apache License 2.0
•0•5•0•0•Updated Sep 14, 2024Sep 14, 2024
Lisa
Public
This is the official code for the paper "Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning" (NeurIPS2024)
attack fine-tuning finetuning harmful llm
Python
•
Apache License 2.0
•0•8•0•0•Updated Sep 10, 2024Sep 10, 2024
EnsembleBench
Public
A holistic framework for promoting high diversity ensemble learning.
machine-learning deep-learning ensemble-learning diversity-measurement diversity diversity-ensembles
Python
•2•14•0•0•Updated Aug 27, 2024Aug 27, 2024
GPTLens-Demo
Public
This demo provides a scenario-based walkthrough of how GPTLens utilizes LLMs to examine smart contract code and detect vulnerabilities.
Solidity
•0•0•0•0•Updated Aug 6, 2024Aug 6, 2024
recap
Public
Code for CVPR24 Paper - Resource-Efficient Transformer Pruning for Finetuning of Large Models
Python
•0•6•0•0•Updated Jun 26, 2024Jun 26, 2024
GTDLBench
Public
Benchmarking Deep Learning Frameworks
benchmark deep-learning-benchmark deep-learning metrics
Python
•3•11•0•0•Updated Jun 22, 2024Jun 22, 2024
BERT4ETH
Public
BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection (WWW23)
ethereum blockchain transformer bert fraud-detection deanonymization phishing-detection pretrained-language-model www2023
Python
•17•99•2•0•Updated Jun 21, 2024Jun 21, 2024
GPTLens
Public
Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives (TPS23)
ethereum smart-contracts blockchain gpt vulnerability-detection gpt-4 large-language-models gpt-35-turbo
Solidity
•9•76•1•0•Updated Jun 18, 2024Jun 18, 2024
Atlas
Public
Atlas, a hybrid cloud migration advisor offers migration recommendations with customizable performance, cost and availability trade-offs. Also check our API resource estimation work below.
Lua
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Apache License 2.0
•2•0•0•0•Updated Apr 6, 2024Apr 6, 2024
EENet
Public
Code for Adaptive Deep Neural Network Inference Optimization with EENet
Python
•2•11•0•1•Updated Mar 28, 2024Mar 28, 2024
ZipZap
Public
Python
•2•7•1•0•Updated Feb 14, 2024Feb 14, 2024
Lockdown
Public
A backdoor defense for federated learning via isolated subspace training (NeurIPS2023)
Python
•0•13•1•0•Updated Jan 1, 2024Jan 1, 2024
EllipticPlusPlus
Public
Elliptic++ Dataset: A Graph Network of Bitcoin Blockchain Transactions and Wallet Addresses
machine-learning bitcoin blockchain anomaly-detection financial-forensics
Jupyter Notebook
•23•73•1•0•Updated Nov 25, 2023Nov 25, 2023
HeteRobust
Public
Python
•2•3•0•0•Updated Nov 17, 2023Nov 17, 2023
EMO
Public
Efficient Multi-Object Tracking for Edge devices
Python
•
MIT License
•1•11•1•0•Updated Nov 8, 2023Nov 8, 2023
LRBenchPlusPlus
Public
Jupyter Notebook
•1•1•0•1•Updated Oct 31, 2023Oct 31, 2023
ModelCloak
Public
Code for ICDM 2023 Model Cloaking against Gradient Leakage
Jupyter Notebook
•0•2•0•0•Updated Sep 9, 2023Sep 9, 2023
Fed-alphaCDP
Public
This repo is for paper Securing Distributed SGD against Gradient Leakage Threats submitted to IEEE TPDS.
Jupyter Notebook
•0•2•1•0•Updated Jun 23, 2023Jun 23, 2023
LRBench
Public
A learning rate recommending and benchmarking tool.
learning-rate-scheduling learning-rate-benchmarking deep-learning
Python
•1•19•0•0•Updated May 19, 2023May 19, 2023
GRING
Public
Go
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MIT License
•2•1•0•0•Updated May 1, 2023May 1, 2023
CasTformer
Public
Python
•2•0•0•0•Updated Apr 15, 2023Apr 15, 2023
TOG
Public
Real-time object detection is one of the key applications of deep neural networks (DNNs) for real-world mission-critical systems. While DNN-powered object detection systems celebrate many life-enriching opportunities, they also open doors for misuse and abuse. This project presents a suite of adversarial objectness gradient attacks, coined as TO…
ssd faster-rcnn object-detection yolov3 adversarial-attacks
Jupyter Notebook
•41•121•10•0•Updated Apr 4, 2023Apr 4, 2023
STDLens
Public
1•7•2•0•Updated Mar 27, 2023Mar 27, 2023
scale-fl
Public
Code for ScaleFL
Python
•1•29•2•0•Updated Mar 26, 2023Mar 26, 2023