75 Repositories
Python concept-drift Libraries
Spring4Shell Proof Of Concept/And vulnerable application CVE-2022-22965
Spring4Shell-POC (CVE-2022-22965) Spring4Shell (CVE-2022-22965) Proof Of Concept/Information + A vulnerable Tomcat server with a vulnerable spring4she
Data stream analytics: Implement online learning methods to address concept drift in data streams using the River library. Code for the paper entitled "PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams" accepted in IEEE GlobeCom 2021.
PWPAE-Concept-Drift-Detection-and-Adaptation This is the code for the paper entitled "PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT
Detecting silent model failure. NannyML estimates performance with an algorithm called Confidence-based Performance estimation (CBPE), developed by core contributors. It is the only open-source algorithm capable of fully capturing the impact of data drift on performance.
Website • Docs • Community Slack 💡 What is NannyML? NannyML is an open-source python library that allows you to estimate post-deployment model perfor
⚓ Eurybia monitor model drift over time and securize model deployment with data validation
View Demo · Documentation · Medium article 🔍 Overview Eurybia is a Python library which aims to help in : Detecting data drift and model drift Valida
Pytest-rich - Pytest + rich integration (proof of concept)
pytest-rich Leverage rich for richer test session output. This plugin is not pub
An implementation of Relaxed Linear Adversarial Concept Erasure (RLACE)
Background This repository contains an implementation of Relaxed Linear Adversarial Concept Erasure (RLACE). Given a dataset X of dense representation
pybaum provides tools to work with pytrees which is a concept burrowed from JAX.
pybaum provides tools to work with pytrees which is a concept burrowed from JAX.
A proof-of-concept package manager for Cairo contracts/libraries
glyph A proof-of-concept package manager for Cairo contracts/libraries. Distribution through pypi. Installation through existing package managers -- p
A Python-based command prompt concept which includes windows command emulation.
PythonCMD A Python-based command prompt concept which includes windows command emulation. Current features: echo: Input your message and it will be cl
Example of semantic segmentation in Keras
keras-semantic-segmentation-example Example of semantic segmentation in Keras Single class example: Generated data: random ellipse with random color o
CloudFormation Drift Remediation - Use Cloud Control API to remediate drift that was detected on a CloudFormation stack
CloudFormation Drift Remediation - Use Cloud Control API to remediate drift that was detected on a CloudFormation stack
Chess turnament organizer (short construct concept)
Turnament Organizer Chess turnament organizer (short construct concept). It is my hobby app I want to write to support lightweight tool for smart roun
Proof of concept of CVE-2022-21907 Double Free in http.sys driver, triggering a kernel crash on IIS servers
CVE-2022-21907 - Double Free in http.sys driver Summary An unauthenticated attacker can send an HTTP request with an "Accept-Encoding" HTTP request he
Discord group chat spammer concept.
GC Spammer [Concept] GC-Spammer for https://discord.com/ Warning: This is purely a concept. In the past the script worked, however, Discord ratelimite
Scripts used to make and evaluate OpenAlex's concept tagging model
openalex-concept-tagging This repository contains all of the code for getting the concept tagger up and running. To learn more about where this model
Sukoshi is a proof-of-concept Python implant that leverages the MQTT protocol for C2 and uses AWS IoT Core as infrastructure.
Sukoshi | 少し Overview Sukoshi is a proof-of-concept Python implant that leverages the MQTT protocol for C2 and uses AWS IoT Core as infrastructure. It
A proof-of-concept jupyter extension which converts english queries into relevant python code
Text2Code for Jupyter notebook A proof-of-concept jupyter extension which converts english queries into relevant python code. Blog post with more deta
⚡ PoC: Hide a c&c botnet in the discord client. (Proof Of Concept)
Discord-BotnetClient Embed C&C botnet into the discord client. Working trought websocket c&c server. How to use. pip3 install websocket_server colored
Algorithms for outlier, adversarial and drift detection
Alibi Detect is an open source Python library focused on outlier, adversarial and drift detection. The package aims to cover both online and offline d
QR2Pass-project - A proof of concept for an alternative (passwordless) authentication system to a web server
QR2Pass This is a proof of concept for an alternative (passwordless) authenticat
Iowa Project - My second project done at General Assembly, focused on feature engineering and understanding Linear Regression as a concept
Project 2 - Ames Housing Data and Kaggle Challenge PROBLEM STATEMENT Inferring or Predicting? What's more valuable for a housing model? When creating
proof-of-concept running docker container from omero web
docker-from-omero-poc proof-of-concept running docker container from omero web How-to Edit test_script.py so that the BaseClient is created pointing t
Fiber implements an proof-of-concept Python decorator that rewrites a function
Fiber implements an proof-of-concept Python decorator that rewrites a function so that it can be paused and resumed (by moving stack variables to a heap frame and adding if statements to simulate jumps/gotos to specific lines of code).
Resources related to our paper "CLIN-X: pre-trained language models and a study on cross-task transfer for concept extraction in the clinical domain"
CLIN-X (CLIN-X-ES) & (CLIN-X-EN) This repository holds the companion code for the system reported in the paper: "CLIN-X: pre-trained language models a
Log4Shell Proof of Concept (CVE-2021-44228)
CVE-2021-44228 Log4Shell Proof of Concept (CVE-2021-44228) Make sure to use Java 8 JDK. Java 8 Download Images Credits Casey Dunham - Java Reverse She
A Proof-Of-Concept for the recently found CVE-2021-44228 vulnerability
log4j-shell-poc A Proof-Of-Concept for the recently found CVE-2021-44228 vulnerability. Recently there was a new vulnerability in log4j, a java loggin
A proof-of-concept implementation of a parallel-decodable PNG format
mtpng A parallelized PNG encoder in Rust by Brion Vibber [email protected] Background Compressing PNG files is a relatively slow operation at large imag
Python's simple login system concept - Advanced level
Simple login system with Python - For beginners Creating a simple login system using python for beginners this repository aims to provide a simple ove
Proof of concept for CVE-2021-31166, a remote HTTP.sys use-after-free triggered remotely.
CVE-2021-31166: HTTP Protocol Stack Remote Code Execution Vulnerability This is a proof of concept for CVE-2021-31166 ("HTTP Protocol Stack Remote Cod
CONCEPT (COsmological N-body CodE in PyThon) is a free and open-source simulation code for cosmological structure formation
CONCEPT (COsmological N-body CodE in PyThon) is a free and open-source simulation code for cosmological structure formation. The code should run on any Linux system, from massively parallel computer clusters to laptops.
A proof-of-concept exploit for Log4j RCE Unauthenticated (CVE-2021-44228)
CVE-2021-44228 – Log4j RCE Unauthenticated About This is a proof-of-concept exploit for Log4j RCE Unauthenticated (CVE-2021-44228). This vulnerability
This is a proof-of-concept exploit for Grafana's Unauthorized Arbitrary File Read Vulnerability (CVE-2021-43798).
CVE-2021-43798 – Grafana Exploit About This is a proof-of-concept exploit for Grafana's Unauthorized Arbitrary File Read Vulnerability (CVE-2021-43798
Code for paper "Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation" EMNLP 2021
The repo provides the code for paper "Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation" EMNLP 2
Concept drift monitoring for HA model servers.
{Fast, Correct, Simple} - pick three Easily compare training and production ML data & model distributions Goals Boxkite is an instrumentation library
Proof of concept GnuCash Webinterface
Proof of Concept GnuCash Webinterface This may one day be a something truly great. Milestones [ ] Browse accounts and view transactions [ ] Record sim
Proof of Concept Exploit for ManageEngine ServiceDesk Plus CVE-2021-44077
CVE-2021-44077 Proof of Concept Exploit for CVE-2021-44077: PreAuth RCE in ManageEngine ServiceDesk Plus 11306 Based on: https://xz.aliyun.com/t/106
Proof of concept to check if hosts are vulnerable to CVE-2021-41773
CVE-2021-41773 PoC Proof of concept to check if hosts are vulnerable to CVE-2021-41773. Description (https://cve.mitre.org/cgi-bin/cvename.cgi?name=CV
Proof of concept GnuCash Webinterface
Proof of Concept GnuCash Webinterface This may one day be a something truly great. Milestones [ ] Browse accounts and view transactions [ ] Record sim
Sodium is a general purpose programming language which is instruction-oriented (a new programming concept that we are developing and devising) [Still developing...]
Sodium Programming Language Sodium is a general purpose programming language which is instruction-oriented (a new programming concept that we are deve
Toward a Visual Concept Vocabulary for GAN Latent Space, ICCV 2021
Toward a Visual Concept Vocabulary for GAN Latent Space Code and data from the ICCV 2021 paper Sarah Schwettmann, Evan Hernandez, David Bau, Samuel Kl
This is a partial and quick and dirty proof of concept implementation of the following specifications to configure a tor client to use trusted exit relays only.
This is a partial and quick and dirty proof of concept implementation of the following specifications to configure a tor client to use trusted exit re
CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system
CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system
A concept I came up which ditches the idea of "layers" in a neural network.
Dynet A concept I came up which ditches the idea of "layers" in a neural network. Install Copy Dynet.py to your project. Run the example Install matpl
IP Denial of Service Vulnerability ")A proof of concept for CVE-2021-24086 ("Windows TCP/IP Denial of Service Vulnerability ")
CVE-2021-24086 This is a proof of concept for CVE-2021-24086 ("Windows TCP/IP Denial of Service Vulnerability "), a NULL dereference in tcpip.sys patc
Modeling Temporal Concept Receptive Field Dynamically for Untrimmed Video Analysis
Modeling Temporal Concept Receptive Field Dynamically for Untrimmed Video Analysis This is a PyTorch implementation of the model described in our pape
Scikit learn library models to account for data and concept drift.
liquid_scikit_learn Scikit learn library models to account for data and concept drift. This python library focuses on solving data drift and concept d
Python-based proof-of-concept tool for generating payloads that utilize unsafe Java object deserialization.
Python-based proof-of-concept tool for generating payloads that utilize unsafe Java object deserialization.
🌊 River is a Python library for online machine learning.
River is a Python library for online machine learning. It is the result of a merger between creme and scikit-multiflow. River's ambition is to be the go-to library for doing machine learning on streaming data.
RSA Cryptography Authentication Proof-of-Concept
RSA Cryptography Authentication Proof-of-Concept This project was a request by Structured Programming lectures in Computer Science college. It runs wi
Proof-Of-Concept Piano-Drums Music AI Model/Implementation
Rock Piano "When all is one and one is all, that's what it is to be a rock and not to roll." ---Led Zeppelin, "Stairway To Heaven" Proof-Of-Concept Pi
frwk_51pwn is an open-sourced remote vulnerability testing and proof-of-concept development framework
frwk_51pwn Legal Disclaimer Usage of frwk_51pwn for attacking targets without prior mutual consent is illegal. frwk_51pwn is for security testing purp
Cloudkeeper is “housekeeping for clouds” - find leaky resources, manage quota limits, detect drift and clean up.
Cloudkeeper Housekeeping for Clouds! Table of contents Overview Docker based quick start Cloning this repository Component list Contact License Overvi
Concept Modeling: Topic Modeling on Images and Text
Concept is a technique that leverages CLIP and BERTopic-based techniques to perform Concept Modeling on images.
The implementation of the paper "HIST: A Graph-based Framework for Stock Trend Forecasting via Mining Concept-Oriented Shared Information".
The HIST framework for stock trend forecasting The implementation of the paper "HIST: A Graph-based Framework for Stock Trend Forecasting via Mining C
The implementation of the paper "HIST: A Graph-based Framework for Stock Trend Forecasting via Mining Concept-Oriented Shared Information".
The HIST framework for stock trend forecasting The implementation of the paper "HIST: A Graph-based Framework for Stock Trend Forecasting via Mining C
A proof-of-concept CherryPy inspired Python micro framework
Varmkorv Varmkorv is a CherryPy inspired micro framework using Werkzeug. This is just a proof of concept. You are free to use it if you like, or find
A Proof of concept of a modern python CLI with click, pydantic, rich and anyio
httpcli This project is a proof of concept of a modern python networking cli which can be simple and easy to maintain using some of the best packages
A Proof-of-Concept Layer 2 Denial of Service Attack that disrupts low level operations of Programmable Logic Controllers within industrial environments. Utilizing multithreaded processing, Automator-Terminator delivers a powerful wave of spoofed ethernet packets to a null MAC address.
Automator-Terminator A Proof-of-Concept Layer 2 Denial of Service Attack that disrupts low level operations of Programmable Logic Controllers (PLCs) w
ImageNet-CoG is a benchmark for concept generalization. It provides a full evaluation framework for pre-trained visual representations which measure how well they generalize to unseen concepts.
The ImageNet-CoG Benchmark Project Website Paper (arXiv) Code repository for the ImageNet-CoG Benchmark introduced in the paper "Concept Generalizatio
Proof on Concept Exploit for CVE-2021-38647 (OMIGOD)
OMIGOD Proof on Concept Exploit for CVE-2021-38647 (OMIGOD) For background information and context, read the our blog post detailing this vulnerabilit
This project is a proof of concept to create a dashboard using Dash to display information about various cryptocurrencies.
This project is a WIP as a way to display useful information about cryptocurrencies. It's currently being actively developed as a proof of concept, and a way to visualize more useful data about various cryptocurrencies.
Evidently helps analyze machine learning models during validation or production monitoring
Evidently helps analyze machine learning models during validation or production monitoring. The tool generates interactive visual reports and JSON profiles from pandas DataFrame or csv files. Currently 6 reports are available.
DRIFT is a tool for Diachronic Analysis of Scientific Literature.
About DRIFT is a tool for Diachronic Analysis of Scientific Literature. The application offers user-friendly and customizable utilities for two modes:
MemStream: Memory-Based Anomaly Detection in Multi-Aspect Streams with Concept Drift
MemStream Implementation of MemStream: Memory-Based Anomaly Detection in Multi-Aspect Streams with Concept Drift . Siddharth Bhatia, Arjit Jain, Shivi
To solve games using AI, we will introduce the concept of a game tree followed by minimax algorithm.
To solve games using AI, we will introduce the concept of a game tree followed by minimax algorithm.
Proof-of-concept obfuscation toolkit for C# post-exploitation tools
InvisibilityCloak Proof-of-concept obfuscation toolkit for C# post-exploitation tools. This will perform the below actions for a C# visual studio proj
This repo contains the pytorch implementation for Dynamic Concept Learner (accepted by ICLR 2021).
DCL-PyTorch Pytorch implementation for the Dynamic Concept Learner (DCL). More details can be found at the project page. Framework Grounding Physical
A proof of concept ai-powered Recaptcha v2 solver
Recaptcha Fullauto I've decided to open source my old Recaptcha v2 solver. My latest version will be opened sourced this summer. I am hoping this proj
Proof of concept for CVE-2021-24086, a NULL dereference in tcpip.sys triggered remotely.
CVE-2021-24086 This is a proof of concept for CVE-2021-24086 ("Windows TCP/IP Denial of Service Vulnerability "), a NULL dereference in tcpip.sys patc
Luca Security Concept
Luca Security Concept This is the document source of luca's security concept. Please go here for the HTML version: https://luca-app.de/securityconcept
MLBox is a powerful Automated Machine Learning python library.
MLBox is a powerful Automated Machine Learning python library. It provides the following features: Fast reading and distributed data preprocessing/cle
Proof of Concept Exploit for vCenter CVE-2021-21972
CVE-2021-21972 Proof of Concept Exploit for vCenter CVE-2021-21972
Python Proof of Concept for retrieving Now Playing on YouTube Music with TabFS
Youtube Music TabFS Python Proof of Concept for retrieving Now Playing on YouTube Music with TabFS. music_information = get_now_playing() pprint(music
🌊 Online machine learning in Python
In a nutshell River is a Python library for online machine learning. It is the result of a merger between creme and scikit-multiflow. River's ambition
adds flavor of interactive filtering to the traditional pipe concept of UNIX shell
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