ComPromptMized: Unleashing Zero-click Worms that Target GenAI-Powered Applications
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Mar 6, 2024 - Python
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aisecurity
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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
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Aug 29, 2024 - HTML
An interactive CLI application for interacting with authenticated Jupyter instances.
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Mar 15, 2024 - Python
Website Prompt Injection is a concept that allows for the injection of prompts into an AI system via a website's. This technique exploits the interaction between users, websites, and AI systems to execute specific prompts that influence AI behavior.
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Mar 19, 2024 - HTML
Image Prompt Injection is a Python script that demonstrates how to embed a secret prompt within an image using steganography techniques. This hidden prompt can be later extracted by an AI system for analysis, enabling covert communication with AI models through images.
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Mar 20, 2024 - Python
AI/LLM Prompt Injection List is a curated collection of prompts designed for testing AI or Large Language Models (LLMs) for prompt injection vulnerabilities. This list aims to provide a comprehensive set of prompts that can be used to evaluate the behavior of AI or LLM systems when exposed to different types of inputs.
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Mar 19, 2024
This repository is the official implementation of the paper "ASSET: Robust Backdoor Data Detection Across a Multiplicity of Deep Learning Paradigms." ASSET achieves state-of-the-art reliability in detecting poisoned samples in end-to-end supervised learning/ self-supervised learning/ transfer learning.
ai backdoor transfer-learning self-supervised-learning backdoor-attacks backdoor-defense aisecurity backdoor-detection
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Jun 7, 2023 - Python
🤯 AI Security EXPOSED! Live Demos Showing Hidden Risks of 🤖 Agentic AI Flows: 💉Prompt Injection, ☣️ Data Poisoning. Watch the recorded session:
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Jul 5, 2024 - JavaScript
ASCII Art Prompt Injection is a novel approach to hacking AI assistants using ASCII art. This project leverages the distracting nature of ASCII art to bypass security measures and inject prompts into large language models, such as GPT-4, leading them to provide unintended or harmful responses.
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Mar 19, 2024
Securing LLM's Against Top 10 OWASP Large Language Model Vulnerabilities 2024
nlp machine-learning deep-learning cybersecurity vulnerabilities security-tools owasp-top-10 digitalsecurity tools-techniques datasecurity large-language-models cyberattacks aisecurity llms generative-ai llmsecurity
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May 10, 2024
This repo contains reference implementations, tutorials, samples, and documentation for working with Bosch AIShield
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Aug 7, 2024 - Jupyter Notebook
The AI Vulnerability Assessment Framework is an open-source checklist designed to guide users through the process of assessing the vulnerability of artificial intelligence (AI) systems to various types of attacks and security threats
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Mar 19, 2024
LLM Security Project with Llama Guard
security attack-defense llm aisecurity generative-ai llmops llm-security llama-2 prompt-injection-tool llama-guard
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Feb 18, 2024 - Python
A collection list for Large Language Model (LLM) Watermark
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Dec 10, 2024
Zero Trust AI 360
machine-learning ai saas artificial-intelligence aiops mlops drift-detection responsible-ai responsible-ml xops aisecurity llmops mlsecurity mlprivacy aiprivacy mlobservability aiaudit mlaudit aiobservability ethicsops
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Jun 19, 2024 - CSS
A Jailbroken GenAI Model Can Cause Real Harm: GenAI-powered Applications are Vulnerable to PromptWares
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Jul 9, 2024 - Jupyter Notebook
FIMjector is an exploit for OpenAI GPT models based on Fill-In-the-Middle (FIM) tokens.
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Feb 29, 2024
AiShields is an open-source Artificial Intelligence Data Input and Output Sanitizer
ai application-security appsec sensitive-data-security data-security ai-security aisec applicationsecurity llm prompt-engineering aisecurity llm-security llmsecurity llmsec prompt-injection-remediation model-denial-of-service-remediation insecure-output-handling-remediation overreliance-remediation prompt-engineering-security artificial-intelligence-security
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Jun 5, 2024 - Python
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Dec 4, 2024
ZySec AI: Empowering Security with AI for AI
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Sep 3, 2024
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