machine-learning-security

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

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Python

👁 Veritensor

The Anti-Virus for AI Artifacts & RAG Firewall. A static analysis tool scanning Models and Notebooks for RCE, Datasets and RAG docs for Data Poisoning, PII, and Prompt Injections. Secure your AI Supply Chain.

static-analysis jupyter-notebook ci-cd pytorch devsecops data-security machine-learning-security ai-security mlops sbom huggingface pii-detection supply-chain-security cosign sigstore generative-ai prompt-injection llm-security rag-security pickle-security

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Python

Lab700xOrg / aisbom

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AI SBOM: AI Software Bill of Materials - The Supply Chain for Artificial Intelligence

pytorch malware-detection machine-learning-security mlops sbom cyclonedx supply-chain-security cyclonedx-sbom

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Python

wearetyomsmnv / AI-LLM-ML_security_study_map

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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

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citizenjosh / ai-security-training-lab

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Hands-on lessons for attacking and defending AI systems, starting with the OWASP Top 10 for LLM Applications.

docker owasp ethical-hacking adversarial-attacks machine-learning-security ai-security cybersecurity-education prompt-injection llm-security

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Python

mmalekzadeh / honest-but-curious-nets

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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

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Python

fallen-angel-systems / fas-judgement-oss

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Open-source prompt injection attack console. Test AI security by firing categorized attacks at any endpoint.

game python cli owasp cybersecurity penetration-testing gamification ctf capture-the-flag security-training red-team machine-learning-security ai-security prompt-injection llm-security adversarial-ai

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Python

jay-johnson / antinex-datasets

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Datasets for training deep neural networks to defend software applications

react flask machine-learning django deep-neural-networks ai spring vue tensorflow rest-api keras react-redux open-data deeplearning keras-neural-networks network-security tensorflow-models machine-learning-security ai-security anti-nex

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Python

karloks2005 / JailbreakLab

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Test and evaluate Large Language Models against prompt injections, jailbreaks, and adversarial attacks with a web-based interactive lab.

react docker kubernetes jailbreak model-alignment machine-learning-security ai-security fastapi huggingface prompt-injection llm-security llm-safety security-research-tool ai-evaluation-framework adversarial-ai prompt-defense llm-red-teaming

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Python

tugot17 / ML-In-Cybersecurity-Paper

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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

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TeX

anjalirean / ai-security-framework

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Systematic Security Evaluation Framework for AI Coding Assistants - Detection of prompt injection vulnerabilities

cybersecurity cursor security-research machine-learning-security ai-security github-copilot prompt-injection llm-security ai-coding-assistant

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Dockerfile

perfecxion-ai / banana-backdoor-demo

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Educational research demonstrating weight manipulation attacks in SafeTensors models. Proves format validation alone is insufficient for AI model security.

research ai defensive-security machine-learning-security ai-security llm backdoor-detection safetensors ml-security tinyllama model-security

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Python

scthornton / understanding-adversarial-attacks-mnist

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Understanding Adversarial Attacks Through MNIST

tutorial jupyter-notebook cnn pytorch mnist fgsm adversarial-attacks machine-learning-security

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Jupyter Notebook

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