Best AI tools for< Protect Against Cyberattacks >

Vectra AI is a leading AI security platform that helps organizations stop advanced cyber attacks by providing an integrated signal for extended detection and response (XDR). The platform arms security analysts with real-time intelligence to detect, prioritize, investigate, and respond to threats across network, identity, cloud, and managed services. Vectra AI's AI-driven detections and Attack Signal Intelligence enable organizations to protect against various attack types and emerging threats, enhancing cyber resilience and reducing risks in critical infrastructure, cloud environments, and remote workforce scenarios. Trusted by over 1100 enterprises worldwide, Vectra AI is recognized for its expertise in AI security and its ability to stop sophisticated attacks that other technologies may miss.

Playlab.ai is an AI-powered platform that offers a range of tools and applications to enhance online security and protect against cyber attacks. The platform utilizes advanced algorithms to detect and prevent various online threats, such as malicious attacks, SQL injections, and data breaches. Playlab.ai provides users with a secure and reliable online environment by offering real-time monitoring and protection services. With a user-friendly interface and customizable security settings, Playlab.ai is a valuable tool for individuals and businesses looking to safeguard their online presence.

Darktrace is a cybersecurity platform that leverages AI technology to provide proactive protection against cyber threats. It offers cloud-native AI security solutions for networks, emails, cloud environments, identity protection, and endpoint security. Darktrace's AI Analyst investigates alerts at the speed and scale of AI, mimicking human analyst behavior. The platform also includes services such as 24/7 expert support and incident management. Darktrace's AI is built on a unique approach where it learns from the organization's data to detect and respond to threats effectively. The platform caters to organizations of all sizes and industries, offering real-time detection and autonomous response to known and novel threats.

Glog is an AI application focused on making software more secure by providing remediation advice for security vulnerabilities in software code based on context. It is capable of automatically fixing vulnerabilities, thus reducing security risks and protecting against cyber attacks. The platform utilizes machine learning and AI to enhance software security and agility, ensuring system reliability, integrity, and safety.

Blackbird.AI is a narrative and risk intelligence platform that helps organizations identify and protect against narrative attacks created by misinformation and disinformation. The platform offers a range of solutions tailored to different industries and roles, enabling users to analyze threats in text, images, and memes across various sources such as social media, news, and the dark web. By providing context and clarity for strategic decision-making, Blackbird.AI empowers organizations to proactively manage and mitigate the impact of narrative attacks on their reputation and financial stability.

Attestiv is an AI-powered digital content analysis and forensics platform that offers solutions to prevent fraud, losses, and cyber threats from deepfakes. The platform helps in reducing costs through automated photo, video, and document inspection and analysis, protecting company reputation, and monetizing trust in secure systems. Attestiv's technology provides validation and authenticity for all digital assets, safeguarding against altered photos, videos, and documents that are increasingly easy to create but difficult to detect. The platform uses patented AI technology to ensure the authenticity of uploaded media and offers sector-agnostic solutions for various industries.

AI Voice Detector is an advanced tool designed to protect individuals and businesses from audio manipulation and AI voice scams. It offers a high model accuracy of 92% in identifying whether an audio is real or AI-generated. The tool can be used to detect AI voices in various platforms like YouTube, WhatsApp, TikTok, Zoom, and Google Meet. With features such as multilanguage support, background noise removal, and browser extension integration, AI Voice Detector stands out as a reliable solution for authenticating audio files.

Hiya is an AI-powered caller ID, call blocker, and protection application that enhances voice communication experiences. It helps users identify incoming calls, block spam and fraud, and protect against AI voice fraud and scams. Hiya offers solutions for businesses, carriers, and consumers, with features like branded caller ID, spam detection, call filtering, and more. With a global reach and a user base of over 450 million, Hiya aims to bring trust, identity, and intelligence back to phone calls.

Prompt Security is a platform that secures all uses of Generative AI in the organization: from tools used by your employees to your customer-facing apps.

Hive Defender is an advanced, machine-learning-powered DNS security service that offers comprehensive protection against a vast array of cyber threats including but not limited to cryptojacking, malware, DNS poisoning, phishing, typosquatting, ransomware, zero-day threats, and DNS tunneling. Hive Defender transcends traditional cybersecurity boundaries, offering multi-dimensional protection that monitors both your browser traffic and the entirety of your machine’s network activity.

Sellesta.ai is an AI-powered platform that leverages advanced technologies to provide website optimization and security solutions. It helps website owners enhance performance, protect against cyber threats, and ensure seamless user experience. The platform integrates with Cloudflare network to deliver efficient DNS management and content delivery services. Sellesta.ai offers a user-friendly interface and customizable features to meet diverse website needs, making it a valuable tool for online businesses and organizations.

CrowdStrike is a leading cybersecurity platform that uses artificial intelligence (AI) to protect businesses from cyber threats. The platform provides a unified approach to security, combining endpoint security, identity protection, cloud security, and threat intelligence into a single solution. CrowdStrike's AI-powered technology enables it to detect and respond to threats in real-time, providing businesses with the protection they need to stay secure in the face of evolving threats.

Robust Intelligence is an end-to-end solution for securing AI applications. It automates the evaluation of AI models, data, and files for security and safety vulnerabilities and provides guardrails for AI applications in production against integrity, privacy, abuse, and availability violations. Robust Intelligence helps enterprises remove AI security blockers, save time and resources, meet AI safety and security standards, align AI security across stakeholders, and protect against evolving threats.

RTB House is a global leader in online ad campaigns, offering a range of AI-powered solutions to help businesses drive sales and engage with customers. Their technology leverages deep learning to optimize ad campaigns, providing personalized retargeting, branding, and fraud protection. RTB House works with agencies and clients across various industries, including fashion, electronics, travel, and multi-category retail.

Abnormal AI is a platform that provides comprehensive email protection against attacks exploiting human behavior, such as phishing and social engineering. It deeply understands human behavior through AI-native solutions and API-based architecture. The platform accesses extensive behavioral data, employs computer vision and NLP for detection, and offers multi-layered defenses across email and messaging channels. Abnormal products automate workflows, boost productivity, and protect against modern email threats.

Robust Intelligence is an end-to-end security solution for AI applications. It automates the evaluation of AI models, data, and files for security and safety vulnerabilities and provides guardrails for AI applications in production against integrity, privacy, abuse, and availability violations. Robust Intelligence helps enterprises remove AI security blockers, save time and resources, meet AI safety and security standards, align AI security across stakeholders, and protect against evolving threats.

Unit21 is a customizable no-code platform designed for risk and compliance operations. It empowers organizations to combat financial crime by providing end-to-end lifecycle risk analysis, fraud prevention, case management, and real-time monitoring solutions. The platform offers features such as AI Copilot for alert prioritization, Ask Your Data for data analysis, Watchlist & Sanctions for ongoing screening, and more. Unit21 focuses on fraud prevention and AML compliance, simplifying operations and accelerating investigations to respond to financial threats effectively and efficiently.

Giskard is a testing platform for AI models that helps protect companies against biases, performance, and security issues in AI models. It offers automated detection of performance, bias, and security issues, unifies AI testing practices, and ensures compliance with the EU AI Act. Giskard provides an open-source Python library for data scientists and an enterprise collaborative hub to control all AI risks in one place. It aims to address the shortcomings of current MLOps tools in handling AI risks and compliance.

ClicKarma is an AI-driven defense tool designed to protect Google Ads from click frauds. It maximizes ROI by ensuring authentic interactions and eliminating wasted spend from bots and dishonest competitors. The tool offers advanced AI features to proactively identify and block disruptive click fraud, operates on auto-pilot, and provides real-time protection. ClicKarma significantly improves campaign metrics, increases genuine interactions, and enhances ROI for Google Ads campaigns.

PROTECTSTAR is an AI-powered cybersecurity application that offers Secure Erasure, Anti Spy, Antivirus AI, and Firewall AI features to protect users from cyber threats. With a focus on privacy and security, PROTECTSTAR aims to provide innovative products using Artificial Intelligence technology. The application has been trusted by over 7 million satisfied users globally and is known for its outstanding detection rate of 99.956%. PROTECTSTAR is committed to environmental sustainability and energy efficiency, as evidenced by its dark mode feature to reduce energy consumption and become CO2-neutral.

The W3C Cognitive AI Community Group focuses on advancing Cognitive AI through collaboration on defining use cases, open source implementations, and application areas. The group aims to demonstrate the potential of Cognitive AI in various domains such as customer services, healthcare, cybersecurity, online learning, autonomous vehicles, manufacturing, and web search. They work on formal specifications for chunk data and rules, plausible knowledge notation, and neural networks for human-like AI. The group positions Cognitive AI as a combination of symbolic and statistical approaches inspired by human thought processes. They address research challenges including mimicry, emotional intelligence, natural language processing, and common sense reasoning. The long-term goal is to develop cognitive agents that are knowledgeable, creative, collaborative, empathic, and multilingual, capable of continual learning and self-awareness.

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.

OpenShield is a firewall designed for AI models to protect against various attacks such as prompt injection, insecure output handling, training data poisoning, model denial of service, supply chain vulnerabilities, sensitive information disclosure, insecure plugin design, excessive agency granting, overreliance, and model theft. It provides rate limiting, content filtering, and keyword filtering for AI models. The tool acts as a transparent proxy between AI models and clients, allowing users to set custom rate limits for OpenAI endpoints and perform tokenizer calculations for OpenAI models. OpenShield also supports Python and LLM based rules, with upcoming features including rate limiting per user and model, prompts manager, content filtering, keyword filtering based on LLM/Vector models, OpenMeter integration, and VectorDB integration. The tool requires an OpenAI API key, Postgres, and Redis for operation.

Arno's Iptables Firewall (AIF) is a single- & multi-homed firewall script with DSL/ADSL support. It is a free software distributed under the GNU GPL License. The script provides a comprehensive set of configuration files and plugins for setting up and managing firewall rules, including support for NAT, load balancing, and multirouting. It offers detailed instructions for installation and configuration, emphasizing security best practices and caution when modifying settings. The script is designed to protect against hostile attacks by blocking all incoming traffic by default and allowing users to configure specific rules for open ports and network interfaces.

The Google Generative AI SDK for Dart enables developers to utilize cutting-edge Large Language Models (LLMs) for creating language applications. It provides access to the Gemini API for generating content using state-of-the-art models. Developers can integrate the SDK into their Dart or Flutter applications to leverage powerful AI capabilities. It is recommended to use the SDK for server-side API calls to ensure the security of API keys and protect against potential key exposure in mobile or web apps.

PyRIT is an open access automation framework designed to empower security professionals and ML engineers to red team foundation models and their applications. It automates AI Red Teaming tasks to allow operators to focus on more complicated and time-consuming tasks and can also identify security harms such as misuse (e.g., malware generation, jailbreaking), and privacy harms (e.g., identity theft). The goal is to allow researchers to have a baseline of how well their model and entire inference pipeline is doing against different harm categories and to be able to compare that baseline to future iterations of their model. This allows them to have empirical data on how well their model is doing today, and detect any degradation of performance based on future improvements.

Galah is an LLM-powered web honeypot designed to mimic various applications and dynamically respond to arbitrary HTTP requests. It supports multiple LLM providers, including OpenAI. Unlike traditional web honeypots, Galah dynamically crafts responses for any HTTP request, caching them to reduce repetitive generation and API costs. The honeypot's configuration is crucial, directing the LLM to produce responses in a specified JSON format. Note that Galah is a weekend project exploring LLM capabilities and not intended for production use, as it may be identifiable through network fingerprinting and non-standard responses.

A self-hostable bookmark-everything app with a touch of AI for data hoarders. Features include bookmarking links, taking notes, storing images, automatic fetching for link details, full-text search, AI-based automatic tagging, Chrome and Firefox plugins, iOS and Android apps, dark mode support, and self-hosting. Built to address the need for archiving and previewing links with automatic tagging. Developed by a systems engineer to stay connected with web development and cater to personal use cases.

**Promptulate** is an AI Agent application development framework crafted by **Cogit Lab** , which offers developers an extremely concise and efficient way to build Agent applications through a Pythonic development paradigm. The core philosophy of Promptulate is to borrow and integrate the wisdom of the open-source community, incorporating the highlights of various development frameworks to lower the barrier to entry and unify the consensus among developers. With Promptulate, you can manipulate components like LLM, Agent, Tool, RAG, etc., with the most succinct code, as most tasks can be easily completed with just a few lines of code. 🚀

LLM App Stack, also known as Emerging Architectures for LLM Applications, is a comprehensive list of available tools, projects, and vendors at each layer of the LLM app stack. It covers various categories such as Data Pipelines, Embedding Models, Vector Databases, Playgrounds, Orchestrators, APIs/Plugins, LLM Caches, Logging/Monitoring/Eval, Validators, LLM APIs (proprietary and open source), App Hosting Platforms, Cloud Providers, and Opinionated Clouds. The repository aims to provide a detailed overview of tools and projects for building, deploying, and maintaining enterprise data solutions, AI models, and applications.

ClearML Fractional GPU is a tool designed to optimize GPU resource utilization by allowing multiple containers to run on the same GPU with driver-level memory limitation and compute time-slicing. It supports CUDA 11.x & CUDA 12.x, preventing greedy processes from grabbing the entire GPU memory. The tool offers options like Dynamic GPU Slicing, Container-based Memory Limits, and Kubernetes-based Static MIG Slicing to enhance hardware utilization and workload performance for AI development.

llamafile is a tool that enables users to distribute and run Large Language Models (LLMs) with a single file. It combines llama.cpp with Cosmopolitan Libc to create a framework that simplifies the complexity of LLMs into a single-file executable called a 'llamafile'. Users can run these executable files locally on most computers without the need for installation, making open LLMs more accessible to developers and end users. llamafile also provides example llamafiles for various LLM models, allowing users to try out different LLMs locally. The tool supports multiple CPU microarchitectures, CPU architectures, and operating systems, making it versatile and easy to use.

DataFrame is a C++ analytical library designed for data analysis similar to libraries in Python and R. It allows you to slice, join, merge, group-by, and perform various statistical, summarization, financial, and ML algorithms on your data. DataFrame also includes a large collection of analytical algorithms in form of visitors, ranging from basic stats to more involved analysis. You can easily add your own algorithms as well. DataFrame employs extensive multithreading in almost all its APIs, making it suitable for analyzing large datasets. Key principles followed in the library include supporting any type without needing new code, avoiding pointer chasing, having all column data in contiguous memory space, minimizing space usage, avoiding data copying, using multi-threading judiciously, and not protecting the user against garbage in, garbage out.

last_layer is a security library designed to protect LLM applications from prompt injection attacks, jailbreaks, and exploits. It acts as a robust filtering layer to scrutinize prompts before they are processed by LLMs, ensuring that only safe and appropriate content is allowed through. The tool offers ultra-fast scanning with low latency, privacy-focused operation without tracking or network calls, compatibility with serverless platforms, advanced threat detection mechanisms, and regular updates to adapt to evolving security challenges. It significantly reduces the risk of prompt-based attacks and exploits but cannot guarantee complete protection against all possible threats.

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.

This repository contains a collection of research papers related to watermarking techniques for text and images, specifically focusing on large language models (LLMs). The papers cover various aspects of watermarking LLM-generated content, including robustness, statistical understanding, topic-based watermarks, quality-detection trade-offs, dual watermarks, watermark collision, and more. Researchers have explored different methods and frameworks for watermarking LLMs to protect intellectual property, detect machine-generated text, improve generation quality, and evaluate watermarking techniques. The repository serves as a valuable resource for those interested in the field of watermarking for LLMs.

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.

A helpful guide for understanding the paper "Anatomy of an AI-powered malicious social botnet"

Analyzes and updates on cyber-related Russian APTs, cognitive warfare, disinformation, and other infoops.

I'm PhishCatcher, an expert in identifying phishing attempts.

CyberNews GPT is an assistant that provides the latest security news about cyber threats, hackings and breaches, malware, zero-day vulnerabilities, phishing, scams and so on.

An easy to understand wizard that guides you through questions about how to protect, back up and inherit essential digital information and assets such as crypto seed phrases, private keys, digital art, wallets, IDs, health and insurance information for you and your family.

Use me to PROTECT ⚠️ your Custom Instructions ! Type Spell 👉 "Protect Me"

Protect your cute little timeline. Let me entertain you with this interactive repair-the-timeline game, lovingly illustrated in the style of ultra-cute little 3D kawaii dioramas.

Advises on litigation strategies to protect the organization's legal rights.

Free Antivirus Software : Reviews and Best Free Offers for antivirus software to protect you

This is a demonstration of GPT Auth™, an authentication system designed to protect your customized GPT.

Analyzes emails for phishing risks.

GPT used to classify prompts as valid inputs or injection attempts. Json output.

Spam expert with comprehensive scam detection and education.

Insurance providers collect and process personal health, financial, and property information, making it crucial to implement comprehensive data protection strategies.

A GPT that helps you to create watermarks for your photos.

Compares prices, ensures privacy, and asks for location

Assesses project risks to mitigate potential organizational impacts.

Provides legal and informative guidance on writing wills and estate planning.

Guides And Advise On Digital Privacy Ranging From The Well Known To The Underground....

Expert advisor for protecting, sharing, and monetizing Intellectual Digital Assets (IDEAs) using Big Idea Platform.