Mustafa Safa Ozdayi's repositories
Defending-Against-Backdoors-with-Robust-Learning-Rate
The code of AAAI-21 paper titled "Defending against Backdoors in Federated Learning with Robust Learning Rate".
Learning-to-Reweight-Examples-for-Robust-Deep-Learning-with-PyTorch-Higher
An implementation of the paper "Learning to Reweight Examples for Robust Deep Learning" from ICML 2018 with PyTorch and Higher.
MemberInference-by-LossThreshold
An implementation of loss thresholding attack to infer membership status as described in paper "Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting" (CSF 18) in PyTorch.
Fairness-Robustness-in-FedLearning
Code of TPS-ISA 2021 paper titled "The Impact of Data Distribution on Fairness and Robustness in Federated Learning"
Disease-Simulation
A repo that contain some of the disease spread models(SIS, SIR etc.) implemented with NetworKit
Hyperbolic-Generator
A python implementation of the paper "Generating massive complex networks with hyperbolic geometry faster in practice" from IEEE HPEC 2016
controlling-llm-memorization
Code of ACL 23 paper titled "Controlling the Extraction of Memorized Data from Large Language Models"
Graph_Generation
Implementation of Erdos-Renyi and Chung-Lu graph generation algorithms
Blockhain-Transparency
My semester project which aims to augment Google's Certificate Transparency
Coursera-CryptoCurrency
My solutions to the assignments of Coursera cryptocurrency course
GEXF_Parser
GEXF parser for NetworKit
IDASH-2018-Blockchain
My entry to blockchain track of iDASH 2018 Privacy & Security competition.
mpi4pyTutos
Exercises from mpi4py tutorial
RockPaperScissorETH
A simple rock-paper-scissor game written in solidity that makes use of commit then reveal scheme
venmo-data
Venmo trasaction dataset for data analysis/visualization/anything
Vindinium-AI
A simple python bot for Vindinium
ZombieHunt
A 2D top-down shooter for Android