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6.828-1

Solution to homework and assignments from MIT's 6.828 (Operating Systems Engineering).

6.828mit

The source of lab and assignment for 6.828 of MIT

admm_lora

amc

[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices

anp_backdoor

Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"

awesome-courses

:books: List of awesome university courses for learning Computer Science!

backdoors101

Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.

berkeley-cs-courses

A list of links to various Berkeley CS courses and their resources.

berkeley-cs162

black-box-defense-linear

Robustify Black-Box Models (ICLR'22 - Spotlight)

blackbox

client_defense

Github Repo for AAAI 2023 paper: On the Vulnerability of Backdoor Defenses for Federated Learning

clrs

:notebook:Solutions to Introduction to Algorithms

computer-networking

Lecture Slides for Philip Levis and Nick McKeown's "Introduction to Computer Networking" Stanford course

cs-180

UCLA CS 180

cs-video-courses

List of Computer Science courses with video lectures.

cs102-algorithm-analysis

Algorithm Analysis

cs168fall17_student

cs182

Berkeley CS182/282A Designing, Visualizing and Understanding Deep Neural Networks

cs186

Learning materials for UCB CS186: Introduction to Database System

csci_570

USC :v: 2021 Spring CSCI 570 (Analysis of Algorithms) 算法分析 Score: :eight::five:

dba

DBA: Distributed Backdoor Attacks against Federated Learning (ICLR 2020)

defending-against-backdoors-with-robust-learning-rate

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

formal-methods-coms-512

Formal methods COMS 512

hier

hierfl

Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning

hiersafefl

i-bau

Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''

inference_withtorchtensorrt

Comparing Deep Learning Inference of Pytorch models running on CPU, CUDA and TensorRT

isu-coursework

A collection of various assignments and other work from my time as a student at Iowa State University.