Deep Neural Network Image Classification Watermarking

This repository contains the official PyTorch implementation of the following paper to appear at IEEE Security and Privacy 2022: SoK: How Robust is Deep Neural Network Image Classification Watermarking? Nils Lukas, Edward Jiang,Xinda Li, Florian Kerschbaum https://arxiv.org/abs/2108.04974 Abstract: Deep Neural Network (DNN) watermarking is a method for provenance verification of DNN models. Watermarking should be robust against watermark removal attacks that derive a surrogate model that evades provenance verification. Many watermarking schemes that claim robustness have been proposed, but their […]

Read more

An easy way to build your flask skeleton

Flider Flider is a lightweight framework that saves you time by creating a MVC compliant file structure and includes basic commonly used files. What Does it Actually Do TO With just one statement. How Do I Install Flider All you need to do to install Flider is: *WINDOWS: pip install flider *MAC/LINUX: pip3 install flider How Do I Run It Flider is just as easy to use as it is to install: *WINDOWS: py -m flider *MAC/LINUX: python3 -m flider […]

Read more

Korean Simple Contrastive Learning of Sentence Embeddings implementation using pytorch

KoSimCSE Korean Simple Contrastive Learning of Sentence Embeddings implementation using pytorch Installation git clone https://github.com/BM-K/KoSimCSE.git cd KoSimCSE git clone https://github.com/SKTBrain/KoBERT.git cd KoBERT pip install -r requirements.txt pip install . cd .. pip install -r requirements.txt Training – only supervised bash run_example.sh Pre-Trained Models Using BERT [CLS] token representation Pre-Trained model check point Performance Model Cosine Pearson Cosine Spearman Euclidean Pearson Euclidean Spearman Manhattan Pearson Manhattan Spearman Dot Pearson Dot Spearman KoSBERT_SKT* 78.81 78.47 77.68 77.78 77.71 77.83 75.75 75.22 KoSimCSE_SKT […]

Read more

A minimalistic manga reader for desktop built with React and Django

smanga A minimalistic manga reader/server for serving local manga images on desktop browser.Provides a two-page view layout just as reading a physical copy. Requirements Python(with pip) and Node.js(with npm) installations required. Directory structure & naming Following naming scheme is to be followed for all manga to be served: | |– series-name-in-dash-case/ |– chapters/ |– 0001/ |– 001.png |– 002.png … |– 0002/ … |– volumes/ |– 030/ |– 0120/ |– 001.png … … |– 031/ … |– another-series/ … Series […]

Read more

Create Flappy Bird Game With Pygame 2.0.1

Flappy Bird Python Game Development – Create Flappy Bird with Pygame 2.0.1 Flappy Bird Update April (1.5.0) Company:Every Developer A Flappy Bird clone made using python-pygame Programming language >>> [Python_3.9.1]Game library …… >>> [Pygame_2.0.1] install Pygame : pip install pygame For Convert Python files to EXE files install : pip install pyinstaller Install Python 3.9.0 (Reccomended or later) for Windows 10 from >>>here [*Note that Python 3.9.x cannot be used on Windows 7 or earlier] Install Python 3.7.0 (Reccomended )for […]

Read more

CRUD app to create and save code snippets, Flask/Python restful Api/backend and React

MS3 Cheat-Hub A cheatsheet hub. An app that organizes your code snippets into collections of cheat sheets and allows you to view, like and save others’. The project is developed as part of MS3 Data Centric module at Code Institute. It is written with a Flask/Python restful backend API, and a React/Typescript CRA frontend. Please visit the project at cheathub.vercel.app. Additionally, the restful backend API can be viwed at cheathub-backend.herokuapp.com. For a sample response, please visit the /api/snippets endpoint. UX […]

Read more

Download NCERT books using scrapy

download NCERT books using scrapy How to use Initial Setup git clone https://github.com/nit-in/download_ncert_books.git cd download_ncert_books pip install -r requirements.txt to run the spider scrapy crawl –nolog ncert and follow the prompts for example if you want to download Class 11th Economics Book scrapy crawl –nolog ncert ─╯ Enter the class: 11 Select one the subjects: Enter 1 for Sanskrit Enter 2 for Accountancy Enter 3 for Chemistry Enter 4 for Mathematics Enter 5 for Economics Enter 6 for Psychology Enter […]

Read more

A Python application to automatize the process of uploading files to Amazon S3

intelligent-s3-upload Upload files or folders (even with subfolders) to Amazon S3 in a totally automatized way taking advantage of: Amazon S3 Multipart Upload: The uploaded files are processed transparently in parts improving the throughput and the quick recovery from any network issues. Resilent Retry System: Intelligent S3 Upload has been built to detect any error during the uploading process and to perform any retries whenever is necessary. User Friendly Interface: Just check the demo to see with your own eyes […]

Read more

ts2vg: Time series to visibility graphs

ts2vg The Python ts2vg package provides high-performance algorithm implementations to build visibility graphs from time series data. The visibility graphs and some of their properties (e.g. degree distributions) are computed quickly and efficiently, even for time series with millions of observations thanks to the use of NumPy and a custom C backend (via Cython) developed for the visibility algorithms. The visibility graphs are provided according to the mathematical definitions described in: Lucas Lacasa et al., “From time series to complex […]

Read more
1 15 16 17 18 19 51