Pinned Repositories
adversarial-robustness-toolbox
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
backdoor_federated_learning
Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)
breaching
Breaching privacy in federated learning scenarios for vision and text
DataPoisoning_FL
Code for Data Poisoning Attacks Against Federated Learning Systems
Federated-Learning-Inforsys
Federated-Optimization-in-Heterogeneous-Networks
Federated Optimization in Heterogeneous Networks (MLSys '20)
federated_learning_course
Federated Learning Course Materials
Focused-Flip-Federated-Backdoor-Attack-2023
Github Repo for AAAI 2023 paper: On the Vulnerability of Backdoor Defenses for Federated Learning
LFighter-federated
This repository contains PyTorch implementation of the paper ''LFighter: Defending against Label-flipping Attacks in Federated Learning''.
paper-Data_Poisoning_Attack-Federated-Learning-
MalikIhtasham's Repositories
MalikIhtasham/Federated-Learning-Inforsys
MalikIhtasham/30-Days-of-Hacking-2023
This challenge is designed to help you improve your hacking skills and cybersecurity knowledge over the course of 30 days.
MalikIhtasham/6.867-final-project
Adversarial attacks and defenses against federated learning.
MalikIhtasham/Adaptive_Recovery
Crab: Towards Efficient and Certified Recovery from Poisoning Attacks in Federated Learning
MalikIhtasham/awesome-ml-for-cybersecurity
:octocat: Machine Learning for Cyber Security
MalikIhtasham/awesome-python
An opinionated list of awesome Python frameworks, libraries, software and resources.
MalikIhtasham/Awesome-Vulnerability-of-Federated-Learning
A Survey on Vulnerability of Federated Learning: An Algorithm Perspective
MalikIhtasham/data-poisoning-defense-fl
MalikIhtasham/Defending-Against-Backdoor-Attacks-by-Layer-wise-Feature-Analysis
Defending Against Backdoor Attacks by Layer-wise Feature Analysis
MalikIhtasham/FedCompass
[ICLR 2024] FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices Using a Computing Power-Aware Scheduler
MalikIhtasham/FindBackdoor_for_mnist
Train the model and use the poison function and find backdoors in the data set, for the mnist database
MalikIhtasham/FL-with-heterogenous-models
Different Federated Learning mode with heterogenous devices
MalikIhtasham/FLASH-RL-use-for-client-selection
FLASH-RL (Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning) is a novel and effective strategy for client selection in Federated Learning using Reinforcement Learning to address heterogeneity problems.
MalikIhtasham/FoolsGold
A sybil-resilient distributed learning protocol.
MalikIhtasham/forensictools
Collection of forensic tools
MalikIhtasham/Labs-Federated-Learning
Accenture Labs Federated Learning
MalikIhtasham/linkedin-skill-assessments-quizzes
Different Skills Assessments In the form of MCQ.
MalikIhtasham/Mean-Aggregator-Is-More-Robust-Than-Robust-Aggregators-Under-Label-Poisoning-Attacks
Mean Aggregator Is More Robust Than Robust Aggregators Under Label Poisoning Attacks
MalikIhtasham/ML-University
Machine Learning Open Source University
MalikIhtasham/OneDorkForAll
An insane list of all dorks taken from everywhere from various different sources.
MalikIhtasham/openfl-An-open-framework-for-Federated-Learning.
An open framework for Federated Learning.
MalikIhtasham/Python
All Algorithms implemented in Python
MalikIhtasham/python_11
MalikIhtasham/Resources-for-Beginner-Bug-Bounty-Hunters
A list of resources for those interested in getting started in bug bounties
MalikIhtasham/ScrapedIn
A tool to scrape LinkedIn without API restrictions for data reconnaissance
MalikIhtasham/tesseract
Tesseract Open Source OCR Engine (main repository)
MalikIhtasham/vulnerability-Checklist
This repository contain a lot of web and api vulnerability checklist , a lot of vulnerability ideas and tips from twitter
MalikIhtasham/wifi-pentesting-guide
WiFi Penetration Testing Guide
MalikIhtasham/Windows-Automation-with-Powershell
List of script tools to automate task and processes on windows using Powershell
MalikIhtasham/Youtube-FirstCommentBot
A bot that post the first comment on every new video of specified channels.