Pinned Repositories
salted-dnns
(HotMobile'24) Salted Inference: Enhancing Privacy while Maintaining Efficiency of Split Inference in Mobile Computing
dana
DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)
honest-but-curious-nets
Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs (ACM CCS'21)
m5stack-lab
A tutorial on how to get your hands in the combination of M5stack, Arduino, and Jupyter Notebook
motion-sense
MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope) (PMC Journal) (IoTDI'19)
privacy-preserving-bandits
Privacy-Preserving Bandits (MLSys'20)
replacement-autoencoder
Replacement AutoEncoder: A Privacy-Preserving Algorithm for Sensory Data Analysis (IoTDI'18)
sensplit
This python package helps to splits a sensor dataset (in Pandas DataFrame format) into train and test sets.
v-information
vicious-classifiers
Vicious Classifiers: Data Reconstruction Attack at Inference Time
mmalekzadeh's Repositories
mmalekzadeh/motion-sense
MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope) (PMC Journal) (IoTDI'19)
mmalekzadeh/dana
DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)
mmalekzadeh/privacy-preserving-bandits
Privacy-Preserving Bandits (MLSys'20)
mmalekzadeh/replacement-autoencoder
Replacement AutoEncoder: A Privacy-Preserving Algorithm for Sensory Data Analysis (IoTDI'18)
mmalekzadeh/honest-but-curious-nets
Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs (ACM CCS'21)
mmalekzadeh/sensplit
This python package helps to splits a sensor dataset (in Pandas DataFrame format) into train and test sets.
mmalekzadeh/m5stack-lab
A tutorial on how to get your hands in the combination of M5stack, Arduino, and Jupyter Notebook
mmalekzadeh/vicious-classifiers
Vicious Classifiers: Data Reconstruction Attack at Inference Time
mmalekzadeh/v-information
mmalekzadeh/coding-interview-university
A complete computer science study plan to become a software engineer.
mmalekzadeh/cs228-notes
Course notes for CS228: Probabilistic Graphical Models.
mmalekzadeh/databox
Databox container manager and dashboard server
mmalekzadeh/driver-pi-hat
mmalekzadeh/eraser
A chrome extension for erasing all your likes in Twitter.
mmalekzadeh/Federated-Learning-PyTorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
mmalekzadeh/FedMatch
This repository is an official Tensorflow 2 implementation of Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint Learning
mmalekzadeh/keras
Deep Learning for humans
mmalekzadeh/keras-io
Keras documentation, hosted live at keras.io
mmalekzadeh/micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
mmalekzadeh/mmalekzadeh.github.io
Mohammad Malekzadeh Webpage
mmalekzadeh/my-al-folio
A beautiful, simple, clean, and responsive Jekyll theme for Mo
mmalekzadeh/opacus
Training PyTorch models with differential privacy
mmalekzadeh/prisec-ml.github.io
mmalekzadeh/private-ai
Repo for Udacity's Secure & Private AI course
mmalekzadeh/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
mmalekzadeh/reco-gym
Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising
mmalekzadeh/reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
mmalekzadeh/SCUT-FBP5500-Database-Release
A diverse benchmark database for multi-paradigm facial beauty prediction
mmalekzadeh/swift
Exercism exercises in Swift.
mmalekzadeh/Unsupervised-Classification
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]