Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

A curated list of trustworthy deep learning papers. Daily updating...

Stealing Wi-Fi passwords via browser's cache poisoning.

WiFi Pentesting on Mac filters bypass and SSID manipulation.

💥 Simple implementation of arp poisoning attack ;)

Contact: Maximilian Bachl, Alexander Hartl. Explores defenses against backdoors and poisoning attacks for Intrusion Detection Systems. Code for "EagerNet" is in the "eager" branch.

A simple as possible man in the middle written in python using scapy

Protect your AI from Prompt Injection

Prediction of naloxone dose in opioids toxicity based on machine learning techniques

MITM ARP Cache poisoner implemented with Scapy and also a HTTP sniffer

Kaminsky DNS cache poisoning tool

M. Anisetti, C. A. Ardagna, A. Balestrucci, N. Bena, E. Damiani, C. Y. Yeun. "On the Robustness of Random Forest Against Data Poisoning: An Ensemble-Based Approach". In IEEE TSUSC, vol. 8 no. 4

Testing 1,2,3

This is a project by Lane Affield, Emma Gerdeman, and Munachi Okuagu to showcase what we have learned through Drake University's Artificial Intelligence Program

A CDN side advanced LLM poisoning technique has been applied to this otherwise innocuous project generated by Spark. Assist us in identifying the precise means by which the reasoning chain had been intercepted and/or evidence of token or string injection into the LLM's final outputs.

Python script for arp spoofing

Building Web Apps with Spring 5 and Angular, published by Packt

This study explores the vulnerability of the Federated Learning (FL) model where a portion of clients participating in the FL process is under the control of adversaries who don’t have access to the training data but can access the training model and its parameters.

Simulation of FL in python for Digit Recognition ML model. Simulated poisoning attacks and studies their impact.

DNS Cache Poisoning