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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 Net-vProbe?

The Net vProbe is a dynamic software tool designed to evaluate the quality of transport for over-the-top (OTT) multicast video streams, which include formats like DASH and HLS. This tool can be effectively deployed on x86 servers or within virtual machines at critical testing sites, whether they are cloud-based or on-premises. The number of OTT or multicast streams that it can support is entirely dependent on the chosen physical or virtual setup. The solution excels in measuring stream throughput that is compatible with both HLS and DASH, ensuring that HLS manifests are accurate and that the integrity of DASH sidx files is maintained. It has the capability to monitor all profiles concurrently, with throughput over time histograms that allow for in-depth analysis of each profile. The system is designed for continuous, 24/7 monitoring of a large number of streams while also validating and reporting on HTTP statuses and identifying any HTTP errors that may occur. By generating HTTP requests dynamically, it functions as an OTT client or player, providing features such as video decoding and thumbnail creation. Furthermore, it monitors buffer fill percentages and assesses the quality factor of stream transport, delivering comprehensive insights into video performance. With its extensive range of capabilities, the Net vProbe is crucial for optimizing streaming experiences and ensuring that users receive high-quality video content without interruptions. This makes it an indispensable asset for organizations focused on maintaining superior streaming service quality.

Media

Media

Integrations Supported

Cohere
Conda
Hugging Face
OpenAI
Replicate

Integrations Supported

Cohere
Conda
Hugging Face
OpenAI
Replicate

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
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

Net Research

Company Location

United States

Company Website

www.netrsr.com/wp-content/uploads/2021/07/net-vprobe.pdf

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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