Best AI tools for< Prevent Data Leaks >

Nightfall AI is an all-in-one data loss prevention platform that leverages AI technology to prevent data leaks and insider risks. The platform offers features such as human firewall, AI-native detection, extensible workflows, data encryption, data discovery & classification, and firewall for AI. Nightfall AI helps organizations safeguard sensitive data, prevent data exfiltration, and secure personal information across various industries and compliance standards. With a focus on modern data security challenges, Nightfall AI provides automated data protection solutions that are easy, fast, and effective.

EchoMark is a cloud-based data leak prevention solution that uses invisible forensic watermarks to protect sensitive information from unauthorized access and exfiltration. It allows organizations to securely share and collaborate on documents and emails without compromising privacy and security. EchoMark's advanced investigation tools can trace the source of a leaked document or email, even if it has been shared via printout or photo.

Knostic AI is an AI application that focuses on Copilot Readiness for Enterprise AI Security. It helps organizations locate and remediate data leaks from AI searches, ensuring data security and compliance. Knostic offers solutions to prevent data leakage, map knowledge boundaries, recommend permission adjustments, and provide independent verification of security posture readiness for AI adoption.

SurePath AI is an AI platform solution company that governs the workforce use of GenAI. It provides solutions for detecting usage, mitigating risks, and controlling enterprise data access. SurePath AI offers a secure path for GenAI adoption by spotting, securing, and streamlining GenAI use effortlessly. The platform helps prevent data leaks, control access to private models and enterprise data, and manage access to public and private models. It also provides insights and analytics into user activity, policy enforcement, and potential risks.

Wing Security is a SaaS Security Posture Management (SSPM) solution that helps businesses protect their data by providing full visibility and control over applications, users, and data. The platform offers features such as automated remediation, AI discovery, real-time SaaS visibility, vendor risk management, insider risk management, and more. Wing Security enables organizations to eliminate risky applications, manage user behavior, and protect sensitive data from unauthorized access. With a focus on security first, Wing Security helps businesses leverage the benefits of SaaS while staying protected.

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 potential security risks and protect their sensitive information stored in cloud storage. The application is a valuable tool for individuals and organizations looking to enhance their data security measures in the cloud.

Qypt AI is an advanced tool designed to elevate privacy and empower security through secure file sharing and collaboration. It offers end-to-end encryption, AI-powered redaction, and privacy-preserving queries to ensure confidential information remains protected. With features like zero-trust collaboration and client confidentiality, Qypt AI is built by security experts to provide a secure platform for sharing sensitive data. Users can easily set up the tool, define sharing permissions, and invite collaborators to review documents while maintaining control over access. Qypt AI is a cutting-edge solution for individuals and businesses looking to safeguard their data and prevent information leaks.

Lakera is the world's most advanced AI security platform that offers cutting-edge solutions to safeguard GenAI applications against various security threats. Lakera provides real-time security controls, stress-testing for AI systems, and protection against prompt attacks, data loss, and insecure content. The platform is powered by a proprietary AI threat database and aligns with global AI security frameworks to ensure top-notch security standards. Lakera is suitable for security teams, product teams, and LLM builders looking to secure their AI applications effectively and efficiently.

Spin.AI is an AI-powered SaaS security platform that provides full visibility and control over mission-critical applications. With features such as SSPM, DSPM, ransomware detection & response, data leak prevention, and backup & disaster recovery, Spin.AI offers comprehensive protection for SaaS data. Trusted by over 1,500 organizations across 100+ countries, Spin.AI helps enhance cyber resilience, security operations, and cost efficiency for businesses.

Lakera is the world's most advanced AI security platform designed to protect organizations from AI threats. It offers solutions for prompt injection detection, unsafe content identification, PII and data loss prevention, data poisoning prevention, and insecure LLM plugin design. Lakera is recognized for setting global AI security standards and is trusted by leading enterprises, foundation model providers, and startups. The platform is powered by a proprietary AI threat database and aligns with global AI security frameworks.

ChainFuse is an AI-powered customer analytics application designed for support-focused teams. It helps businesses track trends, receive critical alerts, and gain weekly insights to minimize churn and enhance user satisfaction. By unifying siloed customer data and connecting various communication channels, ChainFuse provides a comprehensive view of the customer's social journey. The application leverages AI storytelling to simplify data analysis, identify leads, visualize real-time trends, and provide actionable insights. ChainFuse aims to prevent negative experiences, lost opportunities, and revenue loss by empowering businesses to understand their customers better and improve customer support.

Concentric AI is a Managed Data Security Posture Management tool that utilizes Semantic Intelligence to provide comprehensive data security solutions. The platform offers features such as autonomous data discovery, data risk identification, centralized remediation, easy deployment, and data security posture management. Concentric AI helps organizations protect sensitive data, prevent data loss, and ensure compliance with data security regulations. The tool is designed to simplify data governance and enhance data security across various data repositories, both in the cloud and on-premises.

Polymer DSPM is an AI-driven Data Security Posture Management platform that offers Data Loss Prevention (DLP) and Breach Prevention solutions. It provides real-time data visibility, adaptive controls, and automated remediation to prevent data breaches. The platform empowers users to actively manage human-based risks and fosters enterprise-wide behavior change through real-time nudges and risk scoring. Polymer helps organizations secure their data in the age of AI by guiding employees in real-time to prevent accidental sharing of confidential information. It integrates with popular chat, file storage, and GenAI tools to protect sensitive data and reduce noise and data exposure. The platform leverages AI to contextualize risk, trigger security workflows, and actively nudge employees to reduce risky behavior over time.

ZeroTrusted.ai is a cybersecurity platform that offers an AI Firewall to protect users from data exposure and exploitation by unethical providers or malicious actors. The platform provides features such as anonymity, security, reliability, integrations, and privacy to safeguard sensitive information. ZeroTrusted.ai empowers organizations with cutting-edge encryption techniques, AI & ML technologies, and decentralized storage capabilities for maximum security and compliance with regulations like PCI, GDPR, and NIST.

The website is an AI-powered cybersecurity platform that aims to empower and secure every user and every action. It provides total protection through an integrated cloud platform, offering features such as secure access to web and cloud apps, threat detection and mitigation, advanced data protection, secure remote worker solutions, and AI-powered security leveraging intelligence about user activity and devices. The platform helps businesses anticipate threats, manage vulnerabilities, and protect users worldwide.

LMarena.ai is an AI-powered security service that protects websites from online attacks by enabling cookies and blocking malicious activities. It uses advanced algorithms to detect and prevent security threats, ensuring a safe browsing experience for users. The service is designed to safeguard websites from various types of attacks, such as SQL injections and data manipulation. LMarena.ai offers a reliable and efficient security solution for website owners to maintain the integrity and performance of their online platforms.

The Transparency Coalition is a platform dedicated to advocating for legislation and transparency in the field of artificial intelligence. It aims to create AI safeguards for the greater good by focusing on training data, accountability, and ethical practices in AI development and deployment. The platform emphasizes the importance of regulating training data to prevent misuse and harm caused by AI systems. Through advocacy and education, the Transparency Coalition seeks to promote responsible AI innovation and protect personal privacy.

The website frankebike.com is a platform that utilizes Cloudflare's security service to protect itself from online attacks. Users may encounter a block when triggering certain actions like submitting specific words or phrases, SQL commands, or malformed data. In such cases, users can contact the site owner via email to resolve the issue. Cloudflare Ray ID is provided for reference. The platform focuses on enhancing security measures to safeguard user data and prevent unauthorized access.

Lightup is a cloud data quality monitoring tool with AI-powered anomaly detection, incident alerts, and data remediation capabilities for modern enterprise data stacks. It specializes in helping large organizations implement successful and sustainable data quality programs quickly and easily. Lightup's pushdown architecture allows for monitoring data content at massive scale without moving or copying data, providing extreme scalability and optimal automation. The tool empowers business users with democratized data quality checks and enables automatic fixing of bad data at enterprise scale.

AI Spend is an AI application designed to help users monitor their AI costs and prevent surprises. It allows users to keep track of their OpenAI usage and costs, providing fast insights, a beautiful dashboard, cost insights, notifications, usage analytics, and details on models and tokens. The application ensures simple pricing with no additional costs and securely stores API keys. Users can easily remove their data if needed, emphasizing privacy and security.

Invariant Analyzer is an open-source scanner designed for LLM-based AI agents to find bugs, vulnerabilities, and security threats. It scans agent execution traces to identify issues like looping behavior, data leaks, prompt injections, and unsafe code execution. The tool offers a library of built-in checkers, an expressive policy language, data flow analysis, real-time monitoring, and extensible architecture for custom checkers. It helps developers debug AI agents, scan for security violations, and prevent security issues and data breaches during runtime. The analyzer leverages deep contextual understanding and a purpose-built rule matching engine for security policy enforcement.

Generative AI with LangChain is a code repository for building large language model (LLM) apps with Python, ChatGPT, and other LLMs. The repository provides code examples, instructions, and configurations for creating generative AI applications using the LangChain framework. It covers topics such as setting up the development environment, installing dependencies with Conda or Pip, using Docker for environment setup, and setting API keys securely. The repository also emphasizes stability, code updates, and user engagement through issue reporting and feedback. It aims to empower users to leverage generative AI technologies for tasks like building chatbots, question-answering systems, software development aids, and data analysis applications.

Awesome MLSecOps is a curated list of open-source tools, resources, and tutorials for MLSecOps (Machine Learning Security Operations). It includes a wide range of security tools and libraries for protecting machine learning models against adversarial attacks, as well as resources for AI security, data anonymization, model security, and more. The repository aims to provide a comprehensive collection of tools and information to help users secure their machine learning systems and infrastructure.

llmcord.py enables collaborative LLM prompting in your Discord server. It works with practically any LLM, remote or locally hosted. ### Features ### Reply-based chat system Just @ the bot to start a conversation and reply to continue. Build conversations with reply chains! You can do things like: - Build conversations together with your friends - "Rewind" a conversation simply by replying to an older message - @ the bot while replying to any message in your server to ask a question about it Additionally: - Back-to-back messages from the same user are automatically chained together. Just reply to the latest one and the bot will see all of them. - You can seamlessly move any conversation into a thread. Just create a thread from any message and @ the bot inside to continue. ### Choose any LLM Supports remote models from OpenAI API, Mistral API, Anthropic API and many more thanks to LiteLLM. Or run a local model with ollama, oobabooga, Jan, LM Studio or any other OpenAI compatible API server. ### And more: - Supports image attachments when using a vision model - Customizable system prompt - DM for private access (no @ required) - User identity aware (OpenAI API only) - Streamed responses (turns green when complete, automatically splits into separate messages when too long, throttled to prevent Discord ratelimiting) - Displays helpful user warnings when appropriate (like "Only using last 20 messages", "Max 5 images per message", etc.) - Caches message data in a size-managed (no memory leaks) and per-message mutex-protected (no race conditions) global dictionary to maximize efficiency and minimize Discord API calls - Fully asynchronous - 1 Python file, ~200 lines of code

OpenAI-DotNet is a simple C# .NET client library for OpenAI to use through their RESTful API. It is independently developed and not an official library affiliated with OpenAI. Users need an OpenAI API account to utilize this library. The library targets .NET 6.0 and above, working across various platforms like console apps, winforms, wpf, asp.net, etc., and on Windows, Linux, and Mac. It provides functionalities for authentication, interacting with models, assistants, threads, chat, audio, images, files, fine-tuning, embeddings, and moderations.

The Korean SAT LLM Leaderboard is a benchmarking project that allows users to test their fine-tuned Korean language models on a 10-year dataset of the Korean College Scholastic Ability Test (CSAT). The project provides a platform to compare human academic ability with the performance of large language models (LLMs) on various question types to assess reading comprehension, critical thinking, and sentence interpretation skills. It aims to share benchmark data, utilize a reliable evaluation dataset curated by the Korea Institute for Curriculum and Evaluation, provide annual updates to prevent data leakage, and promote open-source LLM advancement for achieving top-tier performance on the Korean CSAT.

Greenmask is a powerful open-source utility designed for logical database backup dumping, anonymization, synthetic data generation, and restoration. It is highly customizable, stateless, and backward-compatible with existing PostgreSQL utilities. Greenmask supports advanced subset systems, deterministic transformers, dynamic parameters, transformation conditions, and more. It is cross-platform, database type safe, extensible, and supports parallel execution and various storage options. Ideal for backup and restoration tasks, anonymization, transformation, and data masking.

LLM Guard is a comprehensive tool designed to fortify the security of Large Language Models (LLMs). It offers sanitization, detection of harmful language, prevention of data leakage, and resistance against prompt injection attacks, ensuring that your interactions with LLMs remain safe and secure.

This repository provides a collection of tools and techniques for defending against injection attacks in software applications. It includes code samples, best practices, and guidelines for implementing secure coding practices to prevent common injection vulnerabilities such as SQL injection, XSS, and command injection. The tools and resources in this repository aim to help developers build more secure and resilient applications by addressing one of the most common and critical security threats in modern software development.

AIShield Watchtower is a tool designed to fortify the security of AI/ML models and Jupyter notebooks by automating model and notebook discoveries, conducting vulnerability scans, and categorizing risks into 'low,' 'medium,' 'high,' and 'critical' levels. It supports scanning of public GitHub repositories, Hugging Face repositories, AWS S3 buckets, and local systems. The tool generates comprehensive reports, offers a user-friendly interface, and aligns with industry standards like OWASP, MITRE, and CWE. It aims to address the security blind spots surrounding Jupyter notebooks and AI models, providing organizations with a tailored approach to enhancing their security efforts.

ceLLama is a streamlined automation pipeline for cell type annotations using large-language models (LLMs). It operates locally to ensure privacy, provides comprehensive analysis by considering negative genes, offers efficient processing speed, and generates customized reports. Ideal for quick and preliminary cell type checks.

Analyze the following text from a github repository (name and readme text at end) . Then, generate a JSON object with the following keys and provide the corresponding information for each key, in lowercase letters: 'description' (detailed description of the repo, must be less than 400 words，Ensure that no line breaks and quotation marks.),'for_jobs' (List 5 jobs suitable for this tool,in lowercase letters), 'ai_keywords' (keywords of the tool,user may use those keyword to find the tool,in lowercase letters), 'for_tasks' (list of 5 specific tasks user can use this tool to do,in lowercase letters), 'answer' (in english languages)

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