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What is garak?

Garak assesses the possible shortcomings of an LLM in various negative scenarios, focusing on issues such as hallucination, data leakage, prompt injection, misinformation, toxicity, jailbreaks, and other potential weaknesses. This tool, which is freely available, is built with a commitment to ongoing development, always striving to improve its features for enhanced application support. Functioning as a command-line utility, Garak is suitable for both Linux and OSX users and can be effortlessly downloaded from PyPI for immediate use. The pip version of Garak undergoes frequent updates to maintain its relevance, and it is advisable to install it within its own Conda environment due to specific dependencies. To commence a scan, users must specify the model that requires analysis; Garak will, by default, run all applicable probes on that model using the recommended vulnerability detectors for each type. As the scanning progresses, users will observe a progress bar for each probe loaded, and once completed, Garak will deliver a comprehensive report detailing the results from every probe across all detectors. This functionality makes Garak an essential tool not only for assessment but also as a crucial asset for researchers and developers who seek to improve the safety and dependability of LLMs in their projects. Additionally, Garak's user-friendly interface ensures that even those less experienced can navigate its features with ease, further broadening its accessibility and impact within the field.

What is MindFort?

MindFort represents a groundbreaking security solution that employs AI-driven autonomous agents to continuously evaluate web applications for potential vulnerabilities, addressing them in real time and fundamentally transforming conventional penetration testing into an ongoing, self-sufficient process. Instead of relying on irregular audits or manual assessments, it harnesses a network of AI agents that mimic the strategies of real-world attackers, meticulously mapping the entire attack surface and accurately identifying vulnerabilities. Users have the flexibility to set specific objectives and designate testing frequencies, while the agents independently oversee the entire operation, performing constant assessments, adapting their strategies as required, and gathering contextual knowledge about the systems they protect. Each detected vulnerability undergoes thorough validation through actual exploitation attempts, which significantly reduces false positives and guarantees that only real, actionable security issues are flagged. This anticipatory methodology not only boosts security measures but also empowers organizations to sustain a strong defense against evolving threats, ultimately fostering a more resilient cyber environment. Furthermore, by integrating continuous assessments, organizations can better allocate resources to areas most at risk, ensuring that security measures are both efficient and effective.

Media

Media

Integrations Supported

Amazon Web Services (AWS)
Cohere
Conda
Google Cloud Platform
Hugging Face
Microsoft Azure
OpenAI
Replicate

Integrations Supported

Amazon Web Services (AWS)
Cohere
Conda
Google Cloud Platform
Hugging Face
Microsoft Azure
OpenAI
Replicate

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

$199 per month
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

garak

Company Website

github.com/leondz/garak/

Company Facts

Organization Name

MindFort

Company Location

United States

Company Website

www.mindfort.ai/

Categories and Features

Vulnerability Scanners

Asset Discovery
Black Box Scanning
Compliance Monitoring
Continuous Monitoring
Defect Tracking
Interactive Scanning
Logging and Reporting
Network Mapping
Perimeter Scanning
Risk Analysis
Threat Intelligence
Web Inspection

Categories and Features

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