Best AI tools for< Finding Trojan Strings In Poisoned Models >

Pixiboo is an AI-powered application that allows users to create personalized search and find books for children. The platform enables users to design unique artwork, hide characters within enchanting illustrations, and engage in endless fun activities. Pixiboo combines the creativity of artists with Generative AI technology to provide a delightful and interactive experience for families, fostering a love for art, technology, and AI among children.

Tuned Together is an AI-powered platform designed to help individuals find their ideal romantic partner. By utilizing advanced Language Style Matching algorithms, the platform offers a unique compatibility assessment based on users' communication patterns. Backed by scientific research, Tuned Together provides predictive insights on relationship success and stability, empowering users to make informed decisions in their quest for love.

SmartScout is a powerful Amazon FBA product research software designed to help grow wholesale, arbitrage, and private label businesses. It provides valuable insights and data to make informed decisions, increase revenue, improve ad efficiency, and discover new opportunities on Amazon. With features like Ad Spy, AI Listing Architect, FBA Calculator, Keyword Detective, and Seller Tools, SmartScout offers a comprehensive solution for Amazon sellers and service providers. The platform also includes resources such as industry reports, a blog, and a university to help users leverage its tools effectively.

MentionMaster is an AI tool designed to help businesses track and monitor mentions of their products in conversations. By utilizing advanced artificial intelligence algorithms, MentionMaster scans various online platforms to identify instances where your product is being discussed. This tool provides valuable insights into customer sentiment, brand perception, and market trends, enabling businesses to make informed decisions and engage with their audience effectively.

Epsilon is an AI search engine designed for scientific research solutions. It helps researchers find evidence, citations, and relevant information from over 200 million academic papers. Epsilon can summarize passages, group search results, extract key information from multiple papers, and provide comprehensive summaries. Trusted by over 30,000 researchers worldwide, Epsilon is a reliable tool for conducting literature reviews, drafting proposals, and executing research projects.

Scrabblecam is an AI-powered tool designed to help Scrabble players find the best moves by analyzing pictures of Scrabble boards. By simply taking a picture of the board, users can receive suggestions for the optimal moves to make during the game. The tool supports multiple game languages including English (CSW21, World), English (NWL23, North American), French (ODS9), and Italian. Scrabblecam leverages AI technology to enhance the gaming experience and provide strategic insights to players.

Beno is an AI-powered tool designed to boost online presence by automating engagement on social media platforms. It offers features such as automated engagement, real-time monitoring, advanced analytics, customizable responses, and multi-platform support. Beno helps users save time and effort, increase online presence, and reduce costs by automating customer interactions. The tool is suitable for small business owners, digital marketing professionals, and content creators, providing them with a seamless way to manage social media accounts and engage with their audience effectively.

Find AI is an AI-powered search engine that provides users with advanced search capabilities to unlock contact details and gain more accurate insights. The platform caters to individuals and companies looking to research people, companies, startups, founders, and more. Users can access email addresses and premium search features to explore a wide range of data related to various industries and sectors. Find AI offers a user-friendly interface and efficient search algorithms to deliver relevant results in a timely manner.

OpenBuckets is a web application designed to help users find and secure open buckets in cloud storage systems. It provides a user-friendly interface for scanning and identifying publicly accessible buckets, allowing users to take necessary actions to secure their data. With OpenBuckets, users can easily detect misconfigured buckets and prevent potential data breaches. The application offers a simple yet effective solution for enhancing cloud security and protecting sensitive information stored in cloud storage platforms.

SeekOut is an AI-powered platform designed to help organizations find the right candidates for open roles, develop their teams, and improve company culture. It offers features such as external talent sourcing, applicant review, pipeline insights, internal talent development, career compass, and talent intelligence. SeekOut is trusted by over 1,000 leading brands to recruit hard-to-find, diverse talent and manage talent acquisition and management in one platform. The platform integrates external data with HR systems to automatically build comprehensive profiles and provides data-driven insights to understand talent needs and prepare for the future.

CouponGPTs is a revolutionary AI-powered coupon finder tool that leverages advanced Generative Pre-trained Transformers (GPT) and Natural Language Processing (NLP) technologies to streamline the process of finding and using digital coupons. Unlike traditional coupon platforms, CouponGPTs offers a highly personalized experience, tailoring coupon suggestions to individual user preferences and past behaviors. This personalized approach ensures that users receive relevant and targeted discounts, making their shopping experience more efficient and rewarding.

FindYourTriggers is an AI-powered self-awareness enhancer that helps users understand their behavior at the root, strengthen their mindset through self-awareness, and replace bad habits with positive actions. The application offers a three-step plan to enhance self-awareness by analyzing triggers, processing growth, and providing personalized challenges to overcome triggers. Users can journal digitally or physically, identify triggers, and work towards personal growth with the support of simulated conversations with a schema therapist.

JobWharf.ai is an AI-powered job application platform that helps users apply for jobs by submitting their CVs to various companies and startups. The platform offers a wide range of job opportunities in different categories and regions, with features like refining job searches, sending job applications on behalf of users, and providing CV optimization services. JobWharf.ai aims to simplify the job hunting process and increase users' chances of getting hired by matching their career goals with suitable employment opportunities.

Teal is a career development platform that provides tools and resources to help users with their job search. The platform includes an AI resume builder, job application tracker, resume checker, cover letter generator, resume summary generator, and more. Teal also offers career advice and resources, such as a blog, resume examples, and cover letter examples.

Gifts Finder AI is an AI-powered gift finder and search engine that helps users discover the perfect gifts for their loved ones. The application uses advanced algorithms to analyze user preferences and provide personalized gift recommendations. With a user-friendly interface, Gifts Finder AI simplifies the gift-giving process by offering a wide range of gift options for various occasions. Whether you're looking for a birthday present, anniversary gift, or holiday surprise, Gifts Finder AI has you covered. Say goodbye to the stress of finding the ideal gift and let AI do the work for you.

Jex is an AI-driven platform that revolutionizes global hiring by cutting out middlemen and providing transparency and efficiency in the recruitment process. It empowers both talent and companies to connect directly, eliminating salary markups and hidden fees. Jex offers dynamic candidate profiles, AI-driven insights, compliance management, and payroll services, streamlining the hiring workflow and saving time and money for users.

Clockwise Prism is an AI scheduling assistant that revolutionizes the way users manage their calendars. Powered by natural language processing capabilities, Prism translates calendar intents into its proprietary scheduling engine to analyze vast amounts of data and provide scheduling options quickly. It offers features like flexible meetings, focus time management, scheduling links, and integrations with tools like Slack and Asana. Clockwise Prism is designed to streamline meetings, help users find focus, and enhance productivity by efficiently managing calendar events.

AI Tool Finder is a free online platform that provides professionals access to a wide range of AI tools and websites, organized into intuitive categories for easy navigation. The platform aims to enhance productivity and efficiency by offering tailored solutions for various needs, from streamlining business processes to optimizing creative projects and data analysis. Users can easily connect with the right tools to leverage artificial intelligence in their professional tasks.

Elsa by M1-project is the ultimate AI marketing assistant tool designed to revolutionize marketing strategies for businesses. It offers a comprehensive range of features to help users from strategy generation to campaign execution. Elsa leverages advanced AI technologies to identify ideal customers, provide marketing strategies, and create engaging content for social media. With a focus on cost-effectiveness and founder-friendly guidance, Elsa aims to streamline marketing processes and accelerate business growth. The tool is user-friendly, lightning-fast, and backed by a 7-day money-back guarantee, ensuring customer satisfaction and confidence in its services.

Chat-docs AI is an innovative AI application that allows users to interact with PDF documents through natural language conversations. The tool leverages advanced artificial intelligence algorithms to summarize long documents, explain complex concepts, and find key information with cited sources in seconds. It transforms PDFs into intelligent entities capable of dialogue, making learning, research, and analysis more interactive and personalized. Chat-docs AI is designed to be intuitive, secure, and accessible to users from various backgrounds, revolutionizing the way individuals engage with textual content.

This repository contains code and results for jailbreaking leading safety-aligned LLMs with simple adaptive attacks. We show that even the most recent safety-aligned LLMs are not robust to simple adaptive jailbreaking attacks. We demonstrate how to successfully leverage access to logprobs for jailbreaking: we initially design an adversarial prompt template (sometimes adapted to the target LLM), and then we apply random search on a suffix to maximize the target logprob (e.g., of the token ``Sure''), potentially with multiple restarts. In this way, we achieve nearly 100% attack success rate---according to GPT-4 as a judge---on GPT-3.5/4, Llama-2-Chat-7B/13B/70B, Gemma-7B, and R2D2 from HarmBench that was adversarially trained against the GCG attack. We also show how to jailbreak all Claude models---that do not expose logprobs---via either a transfer or prefilling attack with 100% success rate. In addition, we show how to use random search on a restricted set of tokens for finding trojan strings in poisoned models---a task that shares many similarities with jailbreaking---which is the algorithm that brought us the first place in the SaTML'24 Trojan Detection Competition. The common theme behind these attacks is that adaptivity is crucial: different models are vulnerable to different prompting templates (e.g., R2D2 is very sensitive to in-context learning prompts), some models have unique vulnerabilities based on their APIs (e.g., prefilling for Claude), and in some settings it is crucial to restrict the token search space based on prior knowledge (e.g., for trojan detection).

This competition is organized by Javier Rando and Florian Tramèr from the ETH AI Center and SPY Lab at ETH Zurich. The goal of the competition is to create a method that can detect universal backdoors in aligned language models. A universal backdoor is a secret suffix that, when appended to any prompt, enables the model to answer harmful instructions. The competition provides a set of poisoned generation models, a reward model that measures how safe a completion is, and a dataset with prompts to run experiments. Participants are encouraged to use novel methods for red-teaming, automated approaches with low human oversight, and interpretability tools to find the trojans. The best submissions will be offered the chance to present their work at an event during the SaTML 2024 conference and may be invited to co-author a publication summarizing the competition results.

OpenRedTeaming is a repository focused on red teaming for generative models, specifically large language models (LLMs). The repository provides a comprehensive survey on potential attacks on GenAI and robust safeguards. It covers attack strategies, evaluation metrics, benchmarks, and defensive approaches. The repository also implements over 30 auto red teaming methods. It includes surveys, taxonomies, attack strategies, and risks related to LLMs. The goal is to understand vulnerabilities and develop defenses against adversarial attacks on large language models.

This repository tracks the latest research on machine unlearning in large language models (LLMs). It offers a comprehensive list of papers, datasets, and resources relevant to the topic.

The ASReview project implements active learning for systematic reviews, utilizing AI-aided pipelines to assist in finding relevant texts for search tasks. It accelerates the screening of textual data with minimal human input, saving time and increasing output quality. The software offers three modes: Oracle for interactive screening, Exploration for teaching purposes, and Simulation for evaluating active learning models. ASReview LAB is designed to support decision-making in any discipline or industry by improving efficiency and transparency in screening large amounts of textual data.

airAnime is an aggregation tool for searching anime series. It simplifies the process of finding and watching anime by consolidating search results from various sources. The tool aims to save users time by providing a centralized platform for discovering and accessing anime content. With a focus on efficiency and user experience, airAnime offers a seamless solution for anime enthusiasts to explore and enjoy their favorite shows.

BIG-Bench Mistake is a dataset of chain-of-thought (CoT) outputs annotated with the location of the first logical mistake. It was released as part of a research paper focusing on benchmarking LLMs in terms of their mistake-finding ability. The dataset includes CoT traces for tasks like Word Sorting, Tracking Shuffled Objects, Logical Deduction, Multistep Arithmetic, and Dyck Languages. Human annotators were recruited to identify mistake steps in these tasks, with automated annotation for Dyck Languages. Each JSONL file contains input questions, steps in the chain of thoughts, model's answer, correct answer, and the index of the first logical mistake.

Comfyui-Aix-NodeMap is a project by the Aix team to organize and annotate the latest nodes in Comfyui. It aims to address the challenge of finding nodes effectively as their number increases. The project is continuously updated every 7 days, with the opportunity for users to provide feedback on any omissions or errors. The team respects developers' opinions and strives to make corrections promptly. The project is part of Aix's vision to make humanity more efficient through open-source contributions, including daily updates on workflow, AI information, and node introductions.

MiniSearch is a minimalist search engine with integrated browser-based AI. It is privacy-focused, easy to use, cross-platform, integrated, time-saving, efficient, optimized, and open-source. MiniSearch can be used for a variety of tasks, including searching the web, finding files on your computer, and getting answers to questions. It is a great tool for anyone who wants a fast, private, and easy-to-use search engine.

AMD-AI is a repository containing detailed instructions for installing, setting up, and configuring ROCm on Ubuntu systems with AMD GPUs. The repository includes information on installing various tools like Stable Diffusion, ComfyUI, and Oobabooga for tasks like text generation and performance tuning. It provides guidance on adding AMD GPU package sources, installing ROCm-related packages, updating system packages, and finding graphics devices. The instructions are aimed at users with AMD hardware looking to set up their Linux systems for AI-related tasks.

OpenModelDB is a community-driven database of AI upscaling models, providing a centralized platform for users to access and compare various models. The repository contains a collection of models and model metadata, facilitating easy exploration and evaluation of different AI upscaling solutions. With a focus on enhancing the accessibility and usability of AI models, OpenModelDB aims to streamline the process of finding and selecting the most suitable models for specific tasks or projects.

AI Toolkit for Visual Studio Code simplifies generative AI app development by bringing together cutting-edge AI development tools and models from Azure AI Studio Catalog and other catalogs like Hugging Face. Users can browse the AI models catalog, download them locally, fine-tune, test, and deploy them to the cloud. The toolkit offers actions such as finding supported models, testing model inference, fine-tuning models locally or remotely, and deploying fine-tuned models to the cloud. It also provides optimized AI models for Windows and a Q&A section for common issues and resolutions.

Magic_Words is a repository containing code for the paper 'What's the Magic Word? A Control Theory of LLM Prompting'. It implements greedy back generation and greedy coordinate gradient (GCG) to find optimal control prompts (magic words). Users can set up a virtual environment, install the package and dependencies, and run example scripts for pointwise control and optimizing prompts for datasets. The repository provides scripts for finding optimal control prompts for question-answer pairs and dataset optimization using the GCG algorithm.

This repository, named swe-books-collection, was previously used to store a collection of software engineering books. However, due to limitations with LFS, the books have been moved to a Notion page. The repository now serves as a place to provide information and updates related to the software engineering books collection. Users can access the Notion page for the full collection. The repository aims to provide convenience in finding desired software engineering books.

Geolocation-OSINT is a repository that provides a comprehensive list of resources, tools, and platforms for geolocation challenges and open-source intelligence. It includes a wide range of mapping services, image search tools, AI-powered geolocation estimators, and satellite imagery archives. The repository covers various aspects of geolocation, from finding GPS coordinates to estimating the size of objects in images. Users can access tools for social media monitoring, street-level imagery, and geospatial analysis. Geolocation-OSINT is a valuable resource for individuals interested in geolocation, mapping, and intelligence gathering.

GhidrOllama is a script that interacts with Ollama's API to perform various reverse engineering tasks within Ghidra. It supports both local and remote instances of Ollama, providing functionalities like explaining functions, suggesting names, rewriting functions, finding bugs, and automating analysis of specific functions in binaries. Users can ask questions about functions, find vulnerabilities, and receive explanations of assembly instructions. The script bridges the gap between Ghidra and Ollama models, enhancing reverse engineering capabilities.

DocsGPT is an open-source documentation assistant powered by GPT models. It simplifies the process of searching for information in project documentation by allowing developers to ask questions and receive accurate answers. With DocsGPT, users can say goodbye to manual searches and quickly find the information they need. The tool aims to revolutionize project documentation experiences and offers features like live previews, Discord community, guides, and contribution opportunities. It consists of a Flask app, Chrome extension, similarity search index creation script, and a frontend built with Vite and React. Users can quickly get started with DocsGPT by following the provided setup instructions and can contribute to its development by following the guidelines in the CONTRIBUTING.md file. The project follows a Code of Conduct to ensure a harassment-free community environment for all participants. DocsGPT is licensed under MIT and is built with LangChain.

DataRobot AI Accelerators are code-first workflows to speed up model development, deployment, and time to value using the DataRobot API. The accelerators include approaches for specific business challenges, generative AI, ecosystem integration templates, and advanced ML and API usage. Users can clone the repo, import desired accelerators into notebooks, execute them, learn and modify content to solve their own problems.

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