

Data Security Decoded
Rubrik
Data Security Decoded provides actionable, vendor-agnostic insights to reduce data security risk and improve resilience outcomes. Designed for cybersecurity and IT professionals who want practical insights on preparing for attacks before they happen, so they can respond effectively when they inevitably do. Episodes feature insights from researchers, crafters of public policy, and senior cybersecurity leaders, to help organizations reduce risk and improve resilience. Data Security Decoded provides practical advice, proven strategies, and in-depth discussions on the latest trends and challenges in data security, helping listeners strengthen their organizations' defenses and recovery plans.
Episodes
Mentioned books

Nov 4, 2025 • 26min
Secure by Design, Secure by Default, Secure by Demand
Welcome to Data Security Decoded. Join host Caleb Tolin in conversation with Lauren Zabierek, Senior Vice President for the Future of Digital Security at the Institute for Security and Technology. A former CISA leader and long-time national security professional, Lauren unpacks the principles of Secure by Design, Secure by Default, and Secure by Demand and how these frameworks are reshaping the software supply chain.
What You'll Learn:
Why security must be a business decision led by executives rather than a technical afterthought
How Secure by Design principles inspired more than 300 companies to eliminate entire classes of vulnerabilities
The economic incentives that drive insecure software and what must change to realign the market
How customers can evaluate vendors and ask the right questions to ensure secure authentication and transparent practices
The role of Secure by Demand in helping buyers assess software safety before and after adoption
Why initiatives like #ShareTheMicInCyber are essential for expanding diversity and innovation across cybersecurity policy
The conversation offers a practical roadmap for executives, CISOs, and technology leaders to integrate secure development practices into business strategy, turning software security from a compliance checkbox into a competitive advantage.
Episode Highlights:
[08:46] Inside CISA’s Secure by Design Pledge
[09:41] The Three Pillars: Secure by Design, Default, and Demand
[11:59] Why Security Is an Economic Issue, Not Just Technical
[15:41] How Customers Can Drive Change Through Secure by Demand
[18:23] The Story and Impact of #ShareTheMicInCyber
Quotes:
"Security has to be a business decision led by business leaders in the company. It should not be an afterthought. It shouldn't just be left to the security team to sort of try to convince the rest of the company that they should do this. It's the company leadership that should say, this is a priority and therefore orient the different resources and priorities around that particular topic."
"Having more secure software is not a technical impossibility. The companies right now are acting rationally in a misaligned market. Secure by Design, at its core, is about shifting those incentives in order to drive a change in behavior."
"Software is what economists would refer to as a credence good. It's very hard to assess the quality of a product or a service both before you consume it and after you consume it. We don't have the criteria or benchmarks to fully assess that, and that’s a problem."
"We looked at really how to provide guidance, and then we also created the Secure by Design pledge. And at the time when we launched it in 2024 at RSA, we had 68 software companies sign on… And then by the time we left, we had over 300 companies sign on. Now this pledge, you know, it addressed certain things like eliminating entire classes of vulnerability. It talked about enabling multifactor authentication by default across product lines. It talked about a vulnerability disclosure policy. Those are just a few things, but you can see that they're very concrete, measurable actions that lead to better outcomes."
Episode Resources
Caleb Tolin on LinkedIn
Lauren Zabierek on LinkedIn
Institute for Security and Technology (IST)
Secure by Demand Guide from CISA

Oct 14, 2025 • 27min
Three Threats Reshaping Financial Services: Identity, Supply Chain, and AI
Cyber resilience in financial services is often treated as a checklist of tools and controls, rather than what it truly is: a system of people, intelligence, and collaboration working together.
In this episode of Data Security Decoded, join Caleb Tolin as he sits down with Troy Wells, Intelligence Officer at FS-ISAC and former U.S. Army intelligence officer, to explore how principles like teamwork, trust, and preparation, forged in national security, translate directly into protecting the global financial system. From using fire-safety lessons to explain prevention, detection, and response, to breaking down the difference between AI models and AI agents, Troy shares practical guidance for banks and financial institutions building resilience in the face of evolving threats.
What You’ll Learn:
Why prevention, detection, and response are strongest when treated as a cycle, not silos
How AI models act as “calculators” while AI agents act as “interns,” and what oversight each requires
The guardrails that financial institutions should set before deploying AI tools at scale
How cloud misconfigurations in even major enterprises reveal the need for security-first design
The three threat trends that will shape financial services in the next 12–24 months: identity attacks, supply chain compromises, and AI-enabled adversaries
Episode Highlights:
[00:22] Troy’s path from Army intelligence officer to FS-ISAC[03:20] Fire-safety lessons: framing prevention, detection, and response in cybersecurity[08:15] The difference between AI models and AI agents, and how to guide each[12:22] Four principles for adopting AI securely in financial institutions[17:00] Cloud misconfigurations and why resilience must be built into architecture[21:39] The top three threats to watch in the next 12–24 months: identity, supply chain, and AI-driven attacks[27:35] Why speed and sophistication make resilience and collaboration essential
Episode Resources:
Caleb Tolin on LinkedIn
Troy Wells on LinkedIn

4 snips
Sep 23, 2025 • 14min
Scattered Spider: the Evolution of Identity-Based Ransomware
In this engaging discussion, Joe Hladik, the Head of Rubrik Zero Labs and a leading cybersecurity expert, reveals how the e-crime group Scattered Spider is reshaping the landscape of identity-based ransomware. He explores their tactics of double extortion and social engineering, which effectively bypass traditional defenses. Joe also highlights the vulnerabilities of legacy systems and the importance of cyber resilience, emphasizing recovery strategies that go beyond mere detection. Tune in for crucial insights on modern cybersecurity challenges!

Aug 26, 2025 • 30min
Five-Year Plans, Forever Wars: China's Blueprint for Cyber Dominance
Chinese state-backed cyber operations are often misunderstood as a single, centrally controlled machine. In reality, they are fragmented, diverse, and strategically aligned with China’s national objectives, from economic development to critical infrastructure positioning.
In this episode of Data Security Decoded, join Caleb Tolin as he sits down with Mei Danowski, Co-Founder of Natto Thoughts and expert in geopolitical intelligence, to explore how China’s cyber ecosystem operates and how it is shaped by cultural, political, and economic structures.
What You’ll Learn:
Why Chinese cyber operations are fragmented and decentralized, and why that matters for defenders
How private companies in China are tied to the Communist Party and mobilized for cyber objectives
The strategic difference between China, Russia, North Korea, and Iran in their cyber operations
How China’s targeting priorities have shifted toward telecom, energy, water, and transport infrastructure
Three intelligence-driven approaches defenders can use to counter Chinese operations
What the 14th Five-Year Plan achieved in cyberspace, and what to expect in the 15th
Highlights:
[01:50] The fragmented reality of Chinese state-backed cyber operations
[05:28] How cultural and political structures shape threat actor behavior
[08:47] Comparing China’s cyber strategy to Russia, North Korea, and Iran
[12:45] Why telecom, energy, and water systems are top targets
[21:24] China’s 14th Five-Year Plan successes and projections for the 15th
Episode Resources:
Caleb Tolin on LinkedIn
Mei Danowski on LinkedIn
Natto Thoughts website

Aug 13, 2025 • 26min
Breaking the Intelligence-Defense Divide with Scott Scher
Cyber threat intelligence is often misunderstood, seen as a niche reporting function instead of the connective tissue that links defenders, leaders, and strategy. In this episode of Data Security Decoded, join Caleb Tolin as he sits down with Scott Scher, a cyber threat intelligence (CTI) expert with an unconventional backstory, to explore how his off‑grid years shaped his view on resilience, why CTI should be seen as “counter‑threat intelligence,” and how intelligence defenders, and policy teams can work as one to turn raw data into actionable security decisions.
What You’ll Learn:
The mindset shift from cyber threat intelligence to cyber counter-threat intelligence
Why threat intel must not just inform, but recommend actions for defenders
How intelligence insights serve as “cover” for defenders, offering justification and prioritization for security decisions
Why we should think of intelligence, defenders, and policy teams as part of a formula, not opposing forces
How Scott’s off-grid lifestyle shaped his view on resilience, preparedness, and technology dependency
Episode Highlights:
[00:01] Scott’s unconventional path from off‑grid homesteading to cybersecurity
[03:47] Breaking the “versus” mindset: How intelligence, defenders, and policy work as a formula
[08:19] What CTI and defenders really need to understand about each other
[12:45] CTI as “cover”: Giving defenders justification and prioritization for key decisions
[17:45] How CTI helps organizations protect their most sensitive data
Episode Resources:
Caleb Tolin on LinkedIn
Scott Scher on LinkedIn

Jul 31, 2025 • 25min
The Geopolitical Security Playbook: When Nations Clash in Cyberspace
In this episode of Data Security Decoded, host Caleb Tolin sits down with Dustin Droullard, a cyber threat intelligence expert and former Army intelligence analyst, to discuss how global conflict is increasingly playing out in cyberspace, from digital espionage to civilian-targeted cyber operations. This episode highlights why organizations must rethink their cyber risk strategies in light of modern geopolitical threats and growing digital exposure.
What You’ll Learn:
How influence operations are used to confuse, divide, and destabilize
Understanding your organization’s role in geopolitical conflicts
What basic cybersecurity practice still gets overlooked
Where small businesses can find free resources to improve security posture and resilience
How anthropology, business, and literature studies can power cyber careers
The gap in current cyber education and how to fix it with critical thinking and specialization
Episode Highlights:
[00:00:33] From Army Intelligence to Cyber Operations
[00:02:45] Espionage vs. Effects: Cyber Tactics in Geopolitical Conflict
[00:06:38] Influence Operations and Psychological Warfare
[00:10:39] Why Every Business is a Target, Whether They Know It or Not
[00:13:21] Cybersecurity on a Budget: Resources for Underserved Organizations
[00:15:57] Anthropology in Cyber: Understanding the Human Behind the Hack
[00:20:33] Non-Tech Majors That Thrive in Cybersecurity
[00:23:03] What Cyber Schools Are Missing: Business, Collaboration & Critical Thinking
Episode Resources:
Caleb Tolin on LinkedIn
Dustin Droullard on LinkedIn
CISA – Cybersecurity and Infrastructure Security Agency

Jul 15, 2025 • 22min
HIPAA 2.0, Minimum Viable Hospitals, and Strategies for Cyber Resilience within Healthcare
Welcome to the Data Security Decoded podcast, brought to you by Rubrik Zero Labs. In each episode, we discuss cybersecurity with thought leaders and industry experts, getting their take on trends, themes, and how they see data security evolving. This is a must-listen for security and IT leaders looking to better understand trends shaping data security and how they can achieve cyber resilience.
In this episode, our host, Caleb Tolin, is joined by Errol Weiss, Chief Security Officer at Health-ISAC and former cybersecurity leader at Citi and Bank of America. Errol shares his journey from the NSA to building one of the most collaborative threat intelligence networks in healthcare, discussing cyber recovery, the minimum viable hospital model, and why culture and community matter in achieving true resilience.
Errol Weiss has been a driving force in advancing cybersecurity resilience across critical sectors, beginning with his early work at the National Security Agency and later leading security programs at Citi and Bank of America. As Chief Security Officer at Health-ISAC, he built a threat operations center from the ground up, delivering original threat intelligence to healthcare organizations that often lack the resources to do it alone. With deep experience across consulting, finance, and healthcare, Errol has become a leading voice in shifting the conversation from protection to recovery, promoting a resilience-first mindset, collaborative intelligence sharing, and a human-centric security culture.
Join Caleb and Errol as they explore what makes healthcare cybersecurity unique, how to embed security into clinical culture, and why building a “human firewall” is just as critical as any technical control in today’s evolving threat landscape.
Episode Highlights:
00:00 - Intro
01:33 - Moving from consulting and finance to healthcare cybersecurity
02:12 - What ISACs are and how Health-ISAC supports threat sharing
04:39 - Building a threat operations center from scratch
06:38 - Collaboration differences between finance and healthcare ISACs
07:24 - Shifting from disaster recovery to cyber recovery and resilience
09:12 - Why HIPAA 2.0 is unlikely to advance and what’s happening instead
11:58 - How policy mandates collide with healthcare’s talent and budget challenges
13:01 - Biking, mental clarity, and leadership outside of work
14:26 - Embedding security into healthcare culture and creating a human firewall
16:43 - The rise of the minimum viable hospital concept
18:20 - Why Errol remains optimistic about AI and the future of cybersecurity
Episode Resources:
Health-ISAC Official Site
National Council of ISACs website
Rubrik Zero Labs website
Caleb Tolin on LinkedIn
Errol Weiss on LinkedIn

Jun 24, 2025 • 17min
Securing the Software Supply Chain
Navigating Modern Cybersecurity: From Supply Chain Risks to AI Evolution. In this episode of Data Security Decoded, Allison Wikoff, a 20-year veteran in information security and threat intelligence, explores current cybersecurity challenges, emerging threats, and practical defensive strategies for organizations of all sizes.
What You'll Learn:
How to prioritize vulnerability management by focusing on critical edge devices and access points
Why understanding your network architecture is crucial for effective threat defense
The reality of AI in cyber attacks: current uses, limitations, and practical defense strategies
How to build supply chain resilience through vendor assessment and backup supplier planning
Why older vulnerabilities remain a primary attack vector and how to address them effectively
The framework for developing an actionable threat profile tailored to your organization's needs
Key Insights:
Threat actors increasingly target known vulnerabilities over sophisticated zero-day exploits
Supply chain security requires understanding vendor access levels and maintaining secondary suppliers
AI adoption in cyber attacks remains focused on basic tasks like improving phishing emails and code generation
Organizations should prioritize patching vulnerabilities in edge devices like VPNs and WAFs
Building an effective security strategy starts with understanding your organization's specific threat profile
Partnering with vendors and suppliers can help smaller organizations enhance their security capabilities
Highlights:
[00:00:00] Vulnerability Exploitation Trends
Allison Wikoff reveals that vulnerability exploitation has become a dominant attack vector across both criminal and state-sponsored threat actors. The shift marks a departure from traditional assumptions that mainly espionage-focused groups leveraged vulnerabilities.
[04:30] Supply Chain Security Essentials
Wikoff emphasizes that modern supply chain security requires looking beyond just your own organization's defenses. Organizations must thoroughly understand their vendors' access levels and potential impact on operations.
[07:23] AI in Cybersecurity: Reality vs Hype
Tolin shares that while AI adoption by threat actors is increasing, it hasn't revolutionized attack tactics as many feared. Current AI usage focuses mainly on improving phishing email quality and assisting with malware code generation.
[14:08] Threat Profile Development
Tolin advocates for organizations to start by understanding what assets would interest attackers rather than chasing every new threat. The rapidly changing threat landscape makes it impossible to defend against everything, requiring a focused approach based on your specific risk profile.
Episode Resources:
Caleb Tolin on LinkedIn
Allison Wikoff on LinkedIn
PwC website
PwC - Year in Retrospect Report 2024
Rubrik Zero Labs website

Jun 4, 2025 • 24min
AI-Driven Cyber Defense in Action: How AI Agents Are Saving SOC Analysts From Burnout
AI-powered SOC platforms are revolutionizing cybersecurity by dramatically reducing false positives and enabling analysts to focus on high-value security work. In this episode of Data Security Decoded, join Caleb Tolin as he sits down with Grant Oviatt, Head of Security Operations at Prophet Security, to explore how AI agents are transforming security operations centers (SOCs) and reshaping the future of cyber defense.
What You'll Learn:
How AI agents achieve a 95% reduction in false positive alerts while maintaining high investigation accuracy
Why AI won't replace SOC analysts but will elevate their roles by eliminating tedious tasks
The framework for building trust in AI security tools through evidence-backed investigations and transparent decision-making
How AI is lowering barriers to entry for cybersecurity careers by focusing on analytical thinking over technical expertise
The critical balance between AI automation and human context in security operations.
How to evaluate and implement AI security solutions, including key criteria for testing accuracy and effectiveness
Highlights:
[02:57] Dramatic Reduction in False Positives Through AI-Driven Investigation
[07:21] AI Augmentation vs. Replacement: Elevating Security Roles
[09:34] Lowering Barriers to Entry in Cybersecurity
[17:41] Building Trust Through Transparent AI Operations
[21:58] Strategic Implementation of AI Security Solutions
Episode Resources:
Caleb Tolin on LinkedIn
Grant Oviatt on LinkedIn
Prophet Security website
Rubrik Zero Labs website

May 20, 2025 • 32min
Making Generative AI Transparent
In this episode of Data Security Decoded, host Caleb Tolin sits down with Gabrielle Hibbert, a social policy expert and researcher, about her innovative work developing a nutrition labeling system for generative AI tools. This framework aims to bridge the gap between complex AI technology and consumer understanding, while addressing critical transparency and data privacy concerns.
What You'll Learn:
How nutrition labels for AI tools can make complex technology accessible to non-technical users
Why current privacy policies fail to protect consumers, with 93% of users unable to understand them
The three-pillar approach to AI transparency: general usage information, safety measures, and potential risks
How companies can balance corporate sensitivity with consumer transparency in AI tool deployment
Why Generation Z and Millennial users feel increasingly burdened by technology, and how transparency can help
The regulatory framework needed to standardize AI tool labeling across industries
How iterative processes and APIs can keep AI nutrition labels current with rapid technological changes
The importance of multi-stakeholder collaboration in developing effective AI transparency standards
Episode Highlights:
[00:00:55] Creating Consumer-Friendly AI Transparency Labels
[04:58] Building Universal Understanding Across Technical Levels
[22:13] Regulatory Framework Integration
[27:21] Dynamic Updates Through API Integration
Episode Resources:
Caleb Tolin on LinkedIn
Gabrielle Hibbert on LinkedIn
FCC Broadband Labeling System
New America – Translating the Artificial Report Page
FDA Nutrition Label Design Standards


