ianchen88

Multi-Task-Learning-PyTorch

PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).

ModelPoisoning

Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470

blades

Blades: A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning

backdoor_federated_learning

Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)

awesome-grad-school

🎓 Advice and resources for thriving and surviving graduate school

How-to-PhD

A collection of resources and information for concrete skills that are helpful when pursuing a PhD in computer science (specifically in ML/AI or related disciplines)

FedCLS

[ICLR2023] Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (https://arxiv.org/abs/2210.00226)

LinkAdaptationCSI

models

A collection of pre-trained, state-of-the-art models in the ONNX format

poisoning-benchmark

A unified benchmark problem for data poisoning attacks

geoparsepy

geoparsepy is a Python geoparsing library that will extract and disambiguate locations from text. It uses a local OpenStreetMap database which allows very high and unlimited geoparsing throughput, unlike approaches that use a third-party geocoding service (e.g. Google Geocoding API). this repository holds Python examples to use the PyPI library.

Sel-CL

CVPR 2022: Selective-Supervised Contrastive Learning with Noisy Labels

COCOA

COCOA: Cross Modality Contrastive Learning for Sensor Data

deep-learning-box

Build a deep learning box and setup software

Extensive_Evaluations

Experiments evaluating 10+ ml models in anomaly detection cases for continuous and implicit authentication using the HMOG data set.

hmog

Multimodal dataset for evaluating continuous authentication performance in smartphones

Paper-with-Code-of-Wireless-communication-Based-on-DL

无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL

location-guard

Hide your geographic location from websites.

WirelessFL-PDG

Wireless-FL

Input-Specific-Certification

The official implementation of AAAI22 paper: Input-Specific Robustness Certification for Randomized Smoothing

membership-inference

Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)

ReMoS_artifact

HAR

Human Activity Recognition Data

usercall.hpp

MSVC Visual C++ Preprocessor macros for custom calling conventions on functions

mclab

Activity monitoring and localization related to the mobile computing lab @ TU Graz (https://github.com/osaukh/mobile_computing_lab)

nn_robust_attacks

Robust evasion attacks against neural network to find adversarial examples

Security-and-Robustness-of-Deep-Learning-in-Wireless-Communication-Systems

A research oriented repository on the Security and Robustness of Deep Learning for Wireless Communication Systems

Meta-HAR

The source code and collected data for the Meta-HAR (WWW 2021) paper.

NS3-IoT-Simulator