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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 ObjectSecurity BinLens?
Conventional cybersecurity strategies often fail to protect contemporary IT/OT/ICS software and devices effectively. The creation of a Software Bill of Materials (SBOM) mainly targets the detection of known vulnerabilities within existing software systems. Furthermore, the analysis of source code combined with static application security testing (SAST) tends to produce a high number of false positives, which can complicate timely remediation processes. Network scans may also fall short for devices that lack direct network connections. To gain more profound security insights, BinLens™ emerges as a comprehensive solution for sophisticated binary analysis. Previously referred to as the ObjectSecurity OT.AI Platform, BinLens™ adopts an integrated methodology that combines multiple techniques to accurately uncover potential zero-day vulnerabilities. Its functionality is augmented by automated symbolic execution, which excels at detecting memory-safety issues and other undefined behaviors in binary applications, resulting in a notably lower false-positive rate compared to other market tools. Additionally, BinLens™ streamlines and automates essential manual reverse engineering tasks, including static analysis, disassembly, and decompilation, thus proving itself to be an indispensable tool in the cybersecurity landscape. This innovative approach not only enhances security measures but also significantly improves the efficiency of vulnerability management and response strategies.
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
ObjectSecurity
Date Founded
2000
Company Location
United States
Company Website
objectsecurity.com/otai/
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