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machine-learning-security

Here are 17 public repositories matching this topic...

RiccardoBiosas / awesome-MLSecOps

A curated list of MLSecOps tools, articles and other resources on security applied to Machine Learning and MLOps systems.

security machine-learning awesome cloud exploit prompt devsecops machine-learning-security mlops data-poisoning large-language-models llm prompt-engineering mlsecops

Updated Oct 13, 2024

ASRS-Lab / Awesome-DL-Security-and-Privacy-Papers

Awesome-DL-Security-and-Privacy-Papers

deep-neural-networks deep-learning adversarial-learning adversarial-machine-learning adversarial-examples deep-neural-network adversarial-attacks machine-learning-security backdoor-attacks ml-papers supply-chain-security backdoor-defense security-and-privacy security-paper backdoor-detection ml-security

Updated Oct 1, 2024
SCSS

Machine_Learning_CTF_Challenges

alexdevassy / Machine_Learning_CTF_Challenges

CTF challenges designed and implemented in machine learning applications

machine-learning ai penetration-testing ctf offensive-security adversarial-machine-learning machine-learning-security large-language-models aisecurity vulnerable-llm-application

Updated Aug 29, 2024
HTML

liu00222 / StolenEncoder

This repository contains the code for our ACM CCS'22 paper "StolenEncoder: Stealing Pre-Trained Encoders in Self-Supervised Learning"

privacy machine-learning-security foundation-model

Updated Jun 29, 2024
Python

wearetyomsmnv / AI-LLM-ML_security_study_map

Do you want to learn AI Security but don't know where to start ? Take a look at this map.

map owasp machine-learning-security ai-security llm ml-security

Updated Apr 23, 2024

HackThisAI

JosephTLucas / HackThisAI

Adversarial Machine Learning (AML) Capture the Flag (CTF)

data-science machine-learning artificial-intelligence cybersecurity infosec ctf adversarial-machine-learning machine-learning-security

Updated Mar 14, 2024
Jupyter Notebook

jackaduma / SecBERT

pretrained BERT model for cyber security text, learned CyberSecurity Knowledge

Updated Apr 28, 2023
Python

whyisyoung / CADE

Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications

machine-learning tensorflow keras artificial-intelligence ids autoencoder mlp explanation concept-drift interpretability explainable-ai explainable-ml xai machine-learning-security drebin self-supervised-learning contrastive-learning ids2018

Updated Mar 25, 2023
Python

EsadSimitcioglu / COMP-530

This is the repository for Homeworks of COMP 530 Data Privacy and Security course given by Emre Gursoy at Koc University.

ldp sql-injection dp machine-learning-security k-anonymity

Updated Jan 21, 2023
Python

mmalekzadeh / honest-but-curious-nets

Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs (ACM CCS'21)

machine-learning privacy deep-neural-networks entropy deep-learning information-theory pytorch data-privacy mutual-information adversarial-machine-learning celeba-dataset machine-learning-security utkface

Updated Jan 11, 2023
Python

AmiraGuesmi-mls / Stochastic-Input-Transformation

A stochastic input pre-processing technique based on a process of down-sampling/up-sampling using convolution and transposed convolution layers. Defending convolutional neural network against adversarial attacks.

adversarial-machine-learning adversarial-attacks machine-learning-security defense-methods

Updated Aug 4, 2021
Python

tkuo-tkuo / ML-Security-in-Computer-Vision-System

Final Year Thesis Project (COMP4981H) for Computer Science Students in HKUST

computer-vision adversarial-attacks machine-learning-security adversarial-defense layer-provenance

Updated Dec 24, 2020
Jupyter Notebook

tugot17 / ML-In-Cybersecurity-Paper

Summary of the presentation on Real and Stealthy Attacks on State-of-the-Art Face Recognition Systems at the Seminar: Machine Learning in Cyber-security at FU Berlin

paper machine-learning-security fu-berlin face-recognition-fraud

Updated Sep 15, 2019
TeX

jay-johnson / train-ai-with-django-swagger-jwt

Train AI (Keras + Tensorflow) to defend apps with Django REST Framework + Celery + Swagger + JWT - deploys to Kubernetes and OpenShift Container Platform

machine-learning jwt deep-neural-networks ai openshift tensorflow rest-api django-rest-framework swagger drf keras celery network-analysis network-security celery-tasks machine-learning-security ai-security anti-nex

Updated Nov 2, 2018
Python

jay-johnson / antinex-datasets

Datasets for training deep neural networks to defend software applications

Updated Jun 4, 2018
Python

1Konny / FGSM

Simple pytorch implementation of FGSM and I-FGSM

adversarial-example adversarial-attacks machine-learning-security

Updated Mar 21, 2018
Python

Framartin / adversarial-logistic

Adversarial perturbation intensity strategy achieving chosen intra-technique transferability level for logistic regression

machine-learning logistic-regression adversarial-example machine-learning-security

Updated Jan 6, 2018
Python

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