pkulium Goto Github PK

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"

autogpt

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

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