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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 IBM Guardium Vulnerability Assessment?

IBM Guardium Vulnerability Assessment performs thorough scans of various data infrastructures, including databases, data warehouses, and big data settings, to detect vulnerabilities and suggest corrective actions. This robust solution effectively identifies risks such as unpatched software, weak passwords, unauthorized changes, and misconfigured access rights. It generates detailed reports and offers actionable recommendations to address all discovered vulnerabilities. Moreover, the assessment reveals behavioral concerns, including shared accounts, excessive administrative logins, and unusual activities occurring outside of regular hours. It highlights potential threats and security gaps in databases that could be exploited by cybercriminals. Additionally, the tool aids in the discovery and classification of sensitive data across multiple environments while providing comprehensive reports on user entitlements and potentially risky configurations. It also simplifies compliance audits and automatically manages exceptions, thereby enhancing the overall security posture of the organization. By utilizing this solution, organizations are better equipped to protect their data assets from ever-evolving cyber threats, ensuring a robust defense against potential breaches. Ultimately, the proactive measures facilitated by Guardium can significantly reduce the likelihood of data loss and enhance organizational resilience.

Media

Media

Integrations Supported

Cohere
Conda
Delinea Cloud Access Controller
EndaceProbe
Hugging Face
IBM Guardium
Intellicta
OpenAI
Replicate
SAP HANA

Integrations Supported

Cohere
Conda
Delinea Cloud Access Controller
EndaceProbe
Hugging Face
IBM Guardium
Intellicta
OpenAI
Replicate
SAP HANA

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

IBM

Date Founded

1911

Company Location

United States

Company Website

www.ibm.com/products/guardium-vulnerability-assessment

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

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

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