Partially Redacted: Data, AI, Security, and Privacy

Partially Redacted: Data, AI, Security, and Privacy

Partially Redacted brings together leaders in engineering, data, AI, security, and privacy to share knowledge, best practices, and real world experiences. Each episode provides an in-depth conversation with an industry expert who dives into their background and experience. They’ll share practical advice and insights about the techniques, tools, and technologies that every company – and every technology professional – should know about. Learn from an amazing array of founders, engineers, architects, and leaders in the data and AI space. Subscribe to the podcast and join the community at https://skyflow.com/community to stay up to date on the latest trends in data and AI, and to learn what lies ahead.

Episodes

September 11, 2024 45 mins

In this episode, Sean sat down with Jack Godau to dive deep into the world of pseudoanonymization. They started by discussing Jack's career trajectory working with highly sensitive data and how that experience shapes his engineering mindset. Jack shared how pseudoanonymization differs from anonymization, explaining its value for maintaining data utility while complying with stringent regulations like GDPR.

Jack also walked us throu...

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In this episode, Sean sits down with Ben Burkert, Co-founder and CTO of Anchor, to dive into the world of certificate management and internal TLS. We explore how certificates and TLS function, the inherent difficulties in managing internal TLS certificates, and why nearly every engineer has a horror story related to it. Ben also shares insights into how Anchor is addressing these challenges and making internal TLS certificate manag...

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In this episode, we sit down with Ori Rafael, CEO and Co-founder of Upsolver, to explore the rise of the lakehouse architecture and its significance in modern data management. Ori breaks down the origins of the lakehouse and how it leverages S3 to provide scalable and cost-effective storage. We discuss the critical role of open table formats like Apache Iceberg in unifying data lakes and warehouses, and how ETL processes differ bet...

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In this episode, Sean Falconer is joined by Aubrey King, solutions architect and community evangelist at F5, to discuss the top 10 security issues for LLM applications. They explore critical threats such as prompt injections, insecure output handling, and training data poisoning, among others. Aubrey provides insights into why these issues arise, the attacks being observed, and the methods used to mitigate these risks. This episode...

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In this episode, host Sean Falconer sits down with Eric Flaningam, a researcher at Felicis Ventures, to explore the fascinating world of data warehouses. They dive into the history, evolution, and future trends of data warehousing, shedding light on its importance. Key topics discussed include an overview of the article "A Primer on Data Warehouses," and the definition and key characteristics of data warehouses. They also cover t...

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Join us as we chat with Tim Jensen, a privacy enthusiast, about personal online security. Tim shares his journey to becoming a privacy advocate and teacher and provides insights into the common mistakes people make with passwords. We discuss why passwords have persisted for over 60 years, the issues with current password creation methods, and the balance between complexity and usability.

We also explore strategies to protect person...

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In this episode Sean welcomes Brian Vallelunga, CEO and founder of Doppler, to discuss secrets management. Brian shares the journey of founding Doppler, a company dedicated to securing sensitive data such as API keys and credentials. Sean and Brian discuss the nuances of secrets management, its distinction from password management, and the importance of dedicated services for safeguarding secrets.

The episode also addresses the ala...

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In this episode, Sean is joined by Eric Dodds, Head of Product Marketing at RudderStack, to dive into the world of data management, data pipelines, and common data mistakes. Eric shares his insights on when organizations should transition from basic tools like spreadsheets to a more sophisticated data stack, including data warehouses and modern tooling.

They discuss the challenges businesses face in data management, specifically ab...

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In this episode, Kirk Marple, CEO and Co-founder of Graphlit, joins the show. Sean and Kirk dive into the world of unstructured data management, discussing the evolution and current challenges in the field.

While structured data has been well-handled since the 1970s, 80-90% of the world’s data remains unstructured, with predictions of 175 billion terabytes by 2025. Despite this vast amount, companies struggle to utilize it effectiv...

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In this episode, Jake Moshenko, CEO and co-founder of AuthZed, joins the show to explore the world of user permissions at scale. Inspired by Google's Zanzibar, AuthZed aims to tackle the challenges of authorization - a less common focus compared to authentication in the tech industry.

Jake discusses the initial simplicity and subsequent complications in role-based permission models, where businesses often struggle as they scale and...

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In this episode host Sean Falconer is joined by Aaron Painter, CEO of Nametag, to explore the evolving threat and potential of AI deepfakes. They discuss the increasing sophistication of deepfake technology, highlighted by the significant rise in incidents such as the Retool hack, and how these technologies can manipulate public perception and security. Aaron discusses the development of technologies to both create and detect deepf...

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In this episode we’re joined by Shubh Sinha, CEO and Co-founder of Integral, to discuss the protection and utilization of sensitive health data. Shubh shares insights from his varied career in sales, engineering, and product management, and dives into the challenges of maintaining privacy and security in healthcare. The conversation covers HIPAA regulations, the balance of securing data while keeping it accessible, and the role of ...

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In this episode, we dive into the world of MLOps, the engine behind secure and reliable AI/ML deployments. MLOps focuses on the lifecycle of machine learning models, ensuring they are developed and deployed efficiently and responsibly.

With the explosion of ML applications, the demand for specialized tools has skyrocketed, highlighting the need for improved observability, auditing, and reproducibility. This shift necessitates an ev...

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In this episode, we dive deep into the world of prompt injection attacks in Large Language Models (LLMs) with the Devansh, AI Solutions Lead at SVAM. We discuss the attacks, existing vulnerabilities, real-world examples, and the strategies attackers use. Our conversation sheds light on the thought process behind these attacks, their potential consequences, and methods to mitigate them.

Here's what we covered:

Understanding Prompt I...

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In this episode, Joice John, Senior Product Manager at Skyflow, joins the show to discuss the complexities of managing privacy and security with unstructured data. Joice explains what unstructured data is and its distinction from structured data, and then dives into the technologies that tackle these challenges.

Joice discusses the unique privacy concerns and significant security risks unstructured data poses, highlighting why they...

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Daniel Wong, Head of Security and Compliance at Skyflow, is back for his third appearance. Daniel discusses his extensive career at the forefront of security engineering, having worked with industry behemoths like Oracle, Salesforce, and CrowdStrike.

He discusses the critical differences in security needs between large enterprises and smaller businesses, the evolution of security technologies, and the unique challenges of ensuring ...

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This episode dives into how we can keep our texts and calls safe from scammers. Sean Falconer chats with Dave Erickson, the co-founder of Phound, which is redefining the way people connect and communicate. Dave shares why texts can easily get targeted by scams, how fraudsters hide their identity, and the tricks they use to trick people.

Learn about the simple steps you can take to protect yourself from these scams. Dave also talks ...

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In this episode Rishi Bhargava, Co-founder of Descope, joins the show to delve into the intricacies of authentication and identity management. Rishi, with his extensive experience in security, spanning from McAfee to Palo Alto Networks and co-founding Demisto and Descope, shares his insights on the evolution of the security landscape and the persistent challenges surrounding password-based security.

Rishi elaborates on the longevit...

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In this episode Sean is joined by Pedram Naveed, Head of Data Engineering at Dagster Labs. They discuss the unique challenges and opportunities in the realm of data engineering, particularly the culture of learning and sharing within the field.

Pedram discusses the traditionally guarded nature of data engineering, contrasting it with the more open-source approach in software engineering. He highlights the potential downsides of thi...

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In this episode Zena Obebe, the founder of Hill Redaction Services, joins the show to discuss the critical role of document redaction in maintaining privacy and security. Zena, an expert in the field, discusses the increasing demand for document redaction across various industries, particularly in legal and medical sectors.Document redaction, the process of obscuring sensitive information in documents, is vital for compliance with ...

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