machine-learning-security

There are 12 repositories under machine-learning-security topic.

RiccardoBiosas / awesome-MLSecOps
A curated list of MLSecOps tools, articles and other resources on security applied to Machine Learning and MLOps systems.
awesome cloud data-poisoning devsecops exploit large-language-models llm machine-learning machine-learning-security mlops mlsecops prompt prompt-engineering security
370
1Konny / FGSM
Simple pytorch implementation of FGSM and I-FGSM
adversarial-example adversarial-attacks machine-learning-security
Language:Python 289
jackaduma / SecBERT
pretrained BERT model for cyber security text, learned CyberSecurity Knowledge
cybersecurity security nlp bert bert-embeddings nlp-machine-learning deeplearning attention transformers transformer-encoder cyber-security security-automation apt machine-learning-security deep-learning-security cyber-threat-intelligence threat-intelligence threat-hunting threat-detection threat-analysis
Language:Python 188
Machine_Learning_CTF_Challenges
alexdevassy / Machine_Learning_CTF_Challenges
CTF challenges designed and implemented in machine learning applications
ctf machine-learning machine-learning-security large-language-models adversarial-machine-learning vulnerable-llm-application offensive-security penetration-testing ai aisecurity
Language:HTML 166
whyisyoung / CADE
Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications
drebin concept-drift explainable-ai contrastive-learning ids ids2018 interpretability xai machine-learning machine-learning-security autoencoder artificial-intelligence mlp explainable-ml keras tensorflow self-supervised-learning explanation
Language:Python 141
HackThisAI
JosephTLucas / HackThisAI
Adversarial Machine Learning (AML) Capture the Flag (CTF)
adversarial-machine-learning artificial-intelligence ctf cybersecurity data-science infosec machine-learning machine-learning-security
Language:Jupyter Notebook 99
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
ai ai-security machine-learning machine-learning-security django-rest-framework drf keras tensorflow deep-neural-networks rest-api swagger jwt network-security network-analysis anti-nex celery celery-tasks openshift
Language:Python 71
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.
ai-security llm machine-learning-security map ml-security owasp
26
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)
privacy machine-learning deep-learning deep-neural-networks adversarial-machine-learning machine-learning-security data-privacy information-theory mutual-information entropy pytorch celeba-dataset utkface
Language:Python 17
jay-johnson / antinex-datasets
Datasets for training deep neural networks to defend software applications
ai ai-security machine-learning machine-learning-security open-data network-security deep-neural-networks deeplearning keras keras-neural-networks tensorflow tensorflow-models rest-api anti-nex flask django react react-redux vue spring
Language:Python 8
liu00222 / StolenEncoder
This repository contains the code for our ACM CCS'22 paper "StolenEncoder: Stealing Pre-Trained Encoders in Self-Supervised Learning"
foundation-model machine-learning-security privacy
Language:Python 5
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
face-recognition-fraud fu-berlin machine-learning-security paper
Language:TeX 4
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.
machine-learning-security defense-methods adversarial-machine-learning adversarial-attacks
Language:Python 1
ASRS-Lab / Awesome-DL-Security-and-Privacy-Papers
Awesome-DL-Security-and-Privacy-Papers
adversarial-attacks adversarial-examples adversarial-learning adversarial-machine-learning backdoor-attacks backdoor-defense backdoor-detection machine-learning-security ml-papers ml-security security-paper supply-chain-security deep-learning deep-neural-network deep-neural-networks security-and-privacy
Language:SCSS 1
Framartin / adversarial-logistic
Adversarial perturbation intensity strategy achieving chosen intra-technique transferability level for logistic regression
machine-learning adversarial-example machine-learning-security logistic-regression
Language:Python 1
tkuo-tkuo / ML-Security-in-Computer-Vision-System
Final Year Thesis Project (COMP4981H) for Computer Science Students in HKUST
adversarial-attacks computer-vision machine-learning-security adversarial-defense layer-provenance
Language:Jupyter Notebook 1
Bharati2301 / Cyberbullying-Detection
ai-content-filtering cyberbullying-detection machine-learning-security text-moderation nlp-toxicity-analysis
Language:Jupyter Notebook 0
EsadSimitcioglu / COMP-530
This is the repository for Homeworks of COMP 530 Data Privacy and Security course given by Emre Gursoy at Koc University.
dp k-anonymity ldp sql-injection machine-learning-security
Language:Python 0