TinfoilHat0

BiFair

Code of ICLR SRML paper titled "Fair Machine Learning under Limited Demographically Labeled Data"

Caffe

Some caffe models/codes

controlling-llm-memorization

Code of ACL 23 paper titled "Controlling the Extraction of Memorized Data from Large Language Models"

Defending-Against-Backdoors-with-Robust-Learning-Rate

The code of AAAI-21 paper titled "Defending against Backdoors in Federated Learning with Robust Learning Rate".

Disease-Simulation

A repo that contain some of the disease spread models(SIS, SIR etc.) implemented with NetworKit

Fairness-Robustness-in-FedLearning

Code of TPS-ISA 2021 paper titled "The Impact of Data Distribution on Fairness and Robustness in Federated Learning"

Hyperbolic-Generator

A python implementation of the paper "Generating massive complex networks with hyperbolic geometry faster in practice" from IEEE HPEC 2016

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.

RelaxLoss

An implementation of ICLR 22 paper "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" in PyTorch

TinfoilHat0/Defending-Against-Backdoors-with-Robust-Learning-Rate

The code of AAAI-21 paper titled "Defending against Backdoors in Federated Learning with Robust Learning Rate".

TinfoilHat0/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.

TinfoilHat0/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.

TinfoilHat0/BiFair

Code of ICLR SRML paper titled "Fair Machine Learning under Limited Demographically Labeled Data"

TinfoilHat0/Fairness-Robustness-in-FedLearning

Code of TPS-ISA 2021 paper titled "The Impact of Data Distribution on Fairness and Robustness in Federated Learning"

TinfoilHat0/Disease-Simulation

A repo that contain some of the disease spread models(SIS, SIR etc.) implemented with NetworKit

TinfoilHat0/Hyperbolic-Generator

A python implementation of the paper "Generating massive complex networks with hyperbolic geometry faster in practice" from IEEE HPEC 2016

TinfoilHat0/Caffe

Some caffe models/codes

TinfoilHat0/controlling-llm-memorization

Code of ACL 23 paper titled "Controlling the Extraction of Memorized Data from Large Language Models"

TinfoilHat0/Graph_Generation

Implementation of Erdos-Renyi and Chung-Lu graph generation algorithms

TinfoilHat0/RelaxLoss

An implementation of ICLR 22 paper "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" in PyTorch

TinfoilHat0/Blockhain-Transparency

My semester project which aims to augment Google's Certificate Transparency

TinfoilHat0/Coursera-CryptoCurrency

My solutions to the assignments of Coursera cryptocurrency course

TinfoilHat0/DBMS

Solutions to the assignments of Database Management Systems course offered at EPFL

TinfoilHat0/GEXF_Parser

GEXF parser for NetworKit

TinfoilHat0/IDASH-2018-Blockchain

My entry to blockchain track of iDASH 2018 Privacy & Security competition.

TinfoilHat0/IOT_SGX

TinfoilHat0/mpi4pyTutos

Exercises from mpi4py tutorial

TinfoilHat0/Pacman

Pacman simulation for Player/Stage

TinfoilHat0/RockPaperScissorETH

A simple rock-paper-scissor game written in solidity that makes use of commit then reveal scheme

TinfoilHat0/venmo-data

Venmo trasaction dataset for data analysis/visualization/anything

TinfoilHat0/Vindinium-AI

A simple python bot for Vindinium

TinfoilHat0/ZombieHunt

A 2D top-down shooter for Android