Name: On Thin Ice: Navigating the Perils of Security and Safety of GenAI Systems
Start: 2024-05-23T17:00:00Z
End: 2024-05-23T17:00:25.000Z
Location: BrightTALK
Rating: 4

Privacera, based in Fremont, CA, was founded in 2016 by the creators of Apache Ranger™ and Apache Atlas. Delivering trusted and timely access to data consumers, Privacera provides data privacy, security, and governance through its SaaS-based unified data security platform. Privacera’s latest innovation, Privacera AI Governance (PAIG), is the industry’s first AI data security governance solution. Privacera serves Fortune 500 clients across finance, insurance, life sciences, retail, media, consumer, and government entities. The company achieved AWS Data and Analytics Competency Status, and partners with and supports leading data sources, including AWS, Snowflake, Databricks, Azure and Google. Privacera is recognized as a leader in the 2023 GigaOm Radar for Data Governance; was named a 2022 CISO Choice Awards Finalist; and received the 2022 Digital Innovator Award. The company is also named a “Sample Vendor” for data security platforms in the Gartner® Hype Cycle™ for Data Security, 2023. Learn more at Privacera.com.

The BCG suggests that a mere 10% of enterprises are scaling and getting real value from their GenAI initiatives and investment. A key element holding organizations back is providing robust security, privacy and governance on restricted corporate data that are part of GenAI applications or chatbots. Join our panel to hear how some organizations have built robust fine grained security and safety controls for their GenAI apps and associated retrieval augmented generation processes embedded into those apps. Our panel will share insights from real use cases and customer deployments using Privacera and Zilliz.

An Enterprise Grade GenAI Solution

Gartner Predicted 30% of Generative AI Projects Will Be Abandoned After Proof of Concept By End of 2025. One of the contributing factors is that new GenAI solutions often overlook the sensitivity of the data required to deliver business value, leading to significant risks and inefficiencies. This presentation will explore the critical issues that need to be addressed to avoid common pitfalls, starting with the prevention of bias that can result in faulty conclusions. We will discuss the challenges associated with unstructured and other forms of data as they are fed into Large Language Models (LLMs), emphasizing the necessity of protecting data at all stages: during inquiry (at prompt or motion) and at rest when stored in a Vector Database.

Our session will detail how Privacera AI Governance (PAIG), can be deployed as a foundational element of your GenAI stack to effectively safeguard and secure data under these various conditions.In this session we will illustrate how PAIG can be applied to solve compelling use cases involving unstructured, semi-structured, and structured data. The presentation will conclude with an inspiring healthcare use case from an early adopter of PAIG, demonstrating the tangible benefits and enhanced data security achieved through its implementation.

How Not to Be Average at GenAI: Building a secure foundation for excellence

In our previous webinar, we delved into Data Security Posture Management (DSPM), exploring its crucial role in helping organizations discover and categorize both structured and unstructured data across cloud service platforms (CSPs). This webinar examines why data security governance is essential, likening it to the chocolate in a Reese's Peanut Butter Cup.

Once organizations determine their risk exposure, they need to address their outdated policies and frameworks. They need to create a way to comprehensively fix their data security governance. Current tools lack the capability to actively secure data for advanced use cases, such as internal and external data sharing, and rely on manual processes and silo-specific security controls that hinder consistent data security policies.

By applying DSPM as part of your broader data security platform, organizations can streamline data access controls and protection, resulting in enhanced data security observability and improved compliance with regulatory standards. This presentation will demonstrate how Privacera enables effective data governance and optimizes data security controls, preventing the exponential increase in data access rules through a centralized system for policy and permission control. And provide better protection for the growing amount of data in cloud service providers.

Stronger Together: Why Data Security Governance Compliments DSPM Perfectly

Join Steve Jones and Balaji Genesan in a panel discussion to explore the intricacies of GenAI. Discover where GenAI is being implemented, its impact, and the leading industries driving its adoption. Learn essential actions and how technology can support these efforts. The discussion will then delve into the critical importance of security and governance for GenAI, highlighting which industries are at the forefront of protection and governance. Gain insights into actionable steps and the latest advancements in securing and protecting GenAI.

Speaker: 
Steve Jones, Enterprise Vice President – Collaborative Data Ecosystems, Capgemini 
Balaji Ganesan, CEO and Co-Founder, Privacera

Moderator: 
Myles Suer, Product Marketing Director, Privacera

Securing Generative AI

In this "Hit Me with Your Best Shot: A Privacera Explained" video, Adam Diaz, Senior Sales Engineer at Privacera, demonstrates how to configure and use data server connectors with Amazon S3. Viewers will learn to set up access management, input necessary settings, create initial policies, and verify successful connections and policy enforcement, ensuring secure and efficient data access within the Privacera platform.

Connector Demo: S3

In this "Hit Me with Your Best Shot: A Privacera Explained" video, Adam Diaz, Senior Sales Engineer at Privacera, walks viewers through configuring and using PolicySync connectors, specifically with Databricks Unity Catalog. Viewers will learn how to set up access management, input necessary settings, create initial policies, and verify policy synchronization to ensure fine-grain access control within the Privacera platform.

Connector Demo: Databricks Unity Catalog

In this "Hit Me with Your Best Shot: A Privacera Explained" video, Adam Diaz, Senior Sales Engineer at Privacera, demonstrates the configuration and use of EMR with Privacera's plugin connectors. Viewers will learn how to connect applications, enable access management, create initial policies, and verify successful integration and policy enforcement within the Privacera platform.

Connector Demo: EMR

In this "Hit Me with Your Best Shot: A Privacera Explained" video, Adam Diaz, Senior Sales Engineer at Privacera, demonstrates how to access, visualize, and export audit logs within Privacera. Viewers will learn how to navigate the UI for audit logs, search and filter log data, and export logs to external tools for deeper analysis, enhancing transparency and compliance.

Audit Logs: Visualization & Export

In this "Hit Me with Your Best Shot: A Privacera Explained" video, Adam Diaz, a Senior Sales Engineer at Privacera, demonstrates the process of discovering and tagging data for policy enforcement. Viewers will learn how to set up and monitor data scans, interpret scan results, and utilize automated tagging to streamline policy application. The video covers configuring data sources, running scans, and managing tags, highlighting how automated tagging integrates with access management and masking policies to enhance data security and compliance.

Discovery: Results

In this "Hit Me with Your Best Shot: A Privacera Explained" video, Adam Diaz, Senior Sales Engineer at Privacera, delves into the architecture of connectors, explaining their operation and administration. Viewers will learn about the three main types of connectors: plugin, policy sync, and data server, and how each connects to Apache Ranger and Privacera to enable fine-grain and object-level access control across various data environments.

Connector Architecture

In this "Hit Me with Your Best Shot: A Privacera Explained" video, Adam Diaz, Senior Sales Engineer at Privacera, explains how Privacera connects to various data sources through its diverse range of connectors. Viewers will learn about the different categories of connectors, including SQL and NoSQL databases, big data platforms, cloud storage, data lakes, and messaging systems, highlighting how these connectors facilitate robust data governance and security across multiple environments.

Connector Classes

In this "Hit Me with Your Best Shot: A Privacera Explained" video, Jason Payne, Head of Solutions Engineering and Technical Services at Privacera, explains how to configure the discovery module. Viewers will learn how Privacera scans data sources to identify and classify sensitive information, using dictionaries, patterns, and models. The video covers the setup process, classification rules, and review procedures, providing insights into managing sensitive data efficiently and ensuring compliance with security and privacy standards.

Discovery: How Discovery Works

In this "Hit Me with Your Best Shot: A Privacera Explained" video, Adam Diaz, Senior Sales Engineer at Privacera, demonstrates how to discover and tag data for policy enforcement within the Privacera platform. Viewers will learn how to automate data tagging, set up data sources for discovery, and apply existing policies automatically. The video covers the process of configuring data sources, scheduling scans, and ensuring compliance with internal and external security standards, streamlining data governance and policy enforcement.

Discovery: Adding Sources

In this "Hit Me with Your Best Shot: A Privacera Explained" video, Adam Diaz, Senior Sales Engineer at Privacera, highlights the value proposition of Privacera beyond its features and functions. Viewers will learn how Privacera addresses the challenges of data volume, variety, and velocity by providing a unified data security governance platform. The video covers key features such as sensitive data discovery, centralized policy management, dynamic data masking, regulatory compliance, and operational efficiency, demonstrating how Privacera empowers organizations to secure their data assets and foster data-driven decision-making.

Privacera Value: Beyond Features & Functions

Is the threat of data theft keeping you awake? Join our exclusive webinar and dive deep into the world of data protection with top-tier experts who will unveil the latest trends, challenges, and solutions in data security.

What You'll Learn:

1. From the Security Practitioner's Perspective:
• Navigate the complex landscape of protecting sensitive data in today's digital workforce.
• Understand the intricacies of SEC rules, governance, and compliance.
• Overcome the unique challenges posed by SaaS applications.

2. Ethical Hacker and Threat Hunter Insights:
• Discover the techniques used by hackers to evade data security measures.
• Learn how surprisingly simple some evasion tactics can be and how to defend against them.

3. Expert Insights onEnterprise Security:
• Identify your organization’s most critical assets.
• Implement robust security guardrails to ensure comprehensive data protection.

4. Why Attend?
• Gain invaluable knowledge from industry-leading experts.
• Enhance your data security strategies and fortify your defenses.
• Stay ahead of emerging threats and compliance requirements.

Don't miss this golden opportunity to demystify data security and empower your organization with cutting-edge knowledge. Secure your spot today and take the first step towards a safer digital future!

Panelists: 
Satya Nayak: Cybersecurity Executive, Angel Investor, Advisor and Red Teamer
Bil Harmer: Operating Partner & CISO, Craft Ventures
Subhash Popuri: Professional Threat Hunter, Security Researcher and Ethical Hacker
Srikanth Chavali: CPO, Kitecyber
Balaji Ganesan: CEO, Privacera

Demystifying Data Security

As we advance into the era of Generative AI (GenAI), the intersection of data management, security, and governance is a critical area of focus. This talk explores the evolving landscape of GenAI, emphasizing the necessity of robust security measures and comprehensive governance strategies.

We will discuss best practices in establishing security protocols and governance frameworks tailored for GenAI. This includes the development of compliance with regulatory standards, ethical guidelines, and the implementation of robust data management systems that can adapt to the dynamic nature of AI-generated data.

Please visit https://www.dremio.com/subsurface/ for additional content.

Navigating & Ensuring Robust Security and Governance in the Era of Generative AI

Unlock the future of cloud security and entitlements with our on-demand webinar! Dive into modern data stacks, exploring essential components like data discovery, governance, and observability. Discover the power of GenAI extensions, systematic policy implementation, and unified data security governance. Learn how automation and a robust data culture can give your organization a strategic edge. Don’t miss this opportunity to transform your approach to cloud architecture!

Architecting Entitlements and Security in the Cloud Era

Demystifying GenAI: Building a Secure GenAI Application

Privacera AI Governance Series

Generative AI promises to transform every business function and process. But the growing awareness and risk associated with data security and privacy is putting the brakes on many initiatives. Privacera AI Governance (PAIG) is your holistic GenAI data security and privacy governance and management solution to accelerate the delivery of trusted and secure applications. 

Join our webinar with Privacera CTO and Co-founder Don Bosco Durai to learn:
• How to rapidly get started with PAIG and integrate with your own GenAI application
• Building your data security and privacy controls for your application
• How to secure retrieval augmented generations (RAG) systems with PAIG
• How to get holistic visibility and observability with our built-in dashboards and usage reports

On Thin Ice: Navigating the Perils of Security and Safety of GenAI Systems

Data Secuirty

Data Governance

Security as a Service

Self Service IT

Security Culture

Generative AI

Security Automation

Data Compliance

Enterprise Architecture

AI Governance

Cloud computing has exploded over the past few years, delivering a previously unimagined level of workplace mobility and flexibility. The cloud computing community on BrightTALK is made up of thousands of engaged professionals learning from the latest cloud computing research and resources. Join the community to expand your cloud computing knowledge and have your questions answered in live sessions with industry experts and vendor representatives.

Cloud Computing

The IT security community on BrightTALK is composed of more than 200,000 IT security professionals trading relevant information on software assurance, network security and mobile security. Join the conversation by watching on-demand and live information security webinars and asking questions of experts and industry leaders.

IT Security

Increasing expectations for good governance, effective risk management and complex demands for corporate compliance are presenting a growing challenge for organizations of all sizes. Join industry thought leaders as they provide you with practical advice on how to implement successful risk and compliance management strategies across your organization. Browse risk management resources in the form of interactive webinars and videos and ask questions of expert GRC professionals.

IT Governance, Risk and Compliance

Enterprise applications have become a crucial piece of infrastructure for many businesses. The enterprise applications community on BrightTALK features the latest insights in enterprise application integration, enterprise application architecture and EAS software. Join the community to gain access to thousands of videos and webinars presented by recognized enterprise information systems experts and arm yourself with the knowledge you need to succeed.

Enterprise Applications

Welcome to the big data and data management community on BrightTALK. Join thousands of data quality engineers, data scientists, database administrators and other professionals to find more information about the hottest topics affecting your data. Subscribe now to learn about efficiently storing, optimizing a complex infrastructure, developing governing policies, ensuring data quality and analyzing data to make better informed decisions. Join the conversation by watching live and on-demand webinars and take the opportunity to interact with top experts and thought leaders in the field.

Big Data and Data Management

As an IT professional, many of the problems you face are multifaceted, complex and don’t lend themselves to simple solutions. The information technology community features useful and free information technology resources. Join to browse thousands of videos and webinars on ITIL best practices, IT security strategy and more presented by leading CTOs, CIOs and other technology experts.

On Thin Ice: Navigating the Perils of Security and Safety of GenAI Systems

Presented by

About this talk

More from this channel