EP232 The Human Element of Privacy: Protecting High-Risk Targets and Designing Systems
Cloud Security Podcast by Google
Release Date: 06/30/2025
Cloud Security Podcast by Google
Guests: , Deputy Group CISO, Allianz , Global Head of D&R, Allianz Topics: Moving from traditional SIEM to an agentic SOC model, especially in a heavily regulated insurer, is a massive undertaking. What did the collaboration model with your vendor look like? Agentic AI introduces a new layer of risk - that of unconstrained or unintended autonomous action. In the context of Allianz, how did you establish the governance framework for the SOC alert triage agents? Where did you draw the line between fully automated action and the mandatory "human-in-the-loop" for...
info_outlineCloud Security Podcast by Google
Guest: , CEO at Topics: The market already has Breach and Attack Simulation (BAS), for testing known TTPs. You’re calling this 'AI-powered' red teaming. Is this just a fancy LLM stringing together known attacks, or is there a genuine agent here that can discover a truly novel attack path that a human hasn't scripted for it? Let's talk about the 'so what?' problem. Pentest reports are famous for becoming shelf-ware. How do you turn a complex AI finding into an actionable ticket for a developer, and more importantly, how do you help a CISO decide which of the thousand 'criticals' to...
info_outlineCloud Security Podcast by Google
Guest: , CEO at , original founder of Topics: Are we really coming to “access to security data” and away from “centralizing the data”? How to detect without the same storage for all logs? Is data pipeline a part of SIEM or is it standalone? Will this just collapse into SIEM soon? Tell us about the issues with log pipelines in the past? What about enrichment? Why do it in a pipeline, and not in a SIEM? We are unable to share enough practices between security teams. How are we fixing it? Is pipelines part of the answer? Do you have a piece of advice for people who want to do...
info_outlineCloud Security Podcast by Google
Guest: , co-founder and CEO at Topics: We often hear about the aspirational idea of an "IronMan suit" for the SOC—a system that empowers analysts to be faster and more effective. What does this ideal future of security operations look like from your perspective, and what are the primary obstacles preventing SOCs from achieving it today? You've also raised a metaphor of AI in the SOC as a "Dr. Jekyll and Mr. Hyde" situation. Could you walk us through what you see as the "Jekyll"—the noble, beneficial promise of AI—and what are the factors that can turn it into the dangerous "Mr....
info_outlineCloud Security Podcast by Google
Guest: , Director for Incident Response at Google Cloud Topics: What is this tabletop thing, please tell us about running a good security incident tabletop? Why are tabletops for incident response preparedness so amazingly effective yet rarely done well? This is cheap/easy/useful so why do so many fail to do it? Why are tabletops seen as kind of like elite pursuit? What’s your favorite Cloud-centric scenario for tabletop exercises? Ransomware? But there is little ransomware in the cloud, no? What are other good cloud tabletop scenarios? Resources:
info_outlineCloud Security Podcast by Google
Guest: , Board Risk Advisor, Non-Executive Director & Author, former CISO Topics: Drawing from the book's focus on continuous improvement, how have you seen the necessary skills, knowledge, experience, and behaviors for a CISO evolve, especially when guiding an organization through a transformation? Could you share lessons learned about leadership and organizational resilience during such a critical period, and how does that experience reshape your approach to future transformations? Many organizations are undergoing transformations, often heavily involving cloud technologies. From...
info_outlineCloud Security Podcast by Google
Guest: , President and CEO, Topics: How did vulnerability management (VM) change since Qualys was founded in 1999? What is different about VM today? Can we actually remediate vulnerabilities automatically at scale? Why did this work for you even though many expected it would not? Where does cloud fit into modern vulnerability management? How does AI help vulnerability management today? What is real? What is this Risk Operations Center (ROC) concept and how it helps in vulnerability management? Resources: blog
info_outlineCloud Security Podcast by Google
Guest: , CEO and Co-Founder, Topics: In what ways is the current wave of enterprise AI adoption different from previous technology shifts? If we say “but it is different this time”, then why? What is your take on “consumer grade AI for business” vs enterprise AI? A lot of this sounds a bit like the CASB era circa 2014. How is this different with AI? The concept of "routing prompts for risk and cost management" is intriguing. Can you elaborate on the architecture and specific AI engines Witness AI uses to achieve this, especially for large global corporations? What are...
info_outlineCloud Security Podcast by Google
Guest: , security researcher, ex-ESG analyst Topics: You invented the concept of – Security Operations & Analytics Platform Architecture. As we look towards SOAPA 2025, how do you see the ongoing debate between consolidating security around a single platform versus a more disaggregated, best-of-breed approach playing out? What are the key drivers for either strategy in today's complex environments? How can we have both “” and platformization going at the same time? With all the buzz around Generative AI and Agentic AI, how do you envision these technologies changing the...
info_outlineCloud Security Podcast by Google
Guest: , CEO, , CTO, Topics: What is the state of email security in 2025? Why start an email security company now? Is it true that there are new and accelerating AI threats to email? It sounds cliche, but do you really have to use good AI to fight bad AI? What did you learn from your time fighting abuse at scale at Google that is helping you now How do you see the future of email security and what role will AI play? Resources:
info_outlineGuest:
- Sarah Aoun, Privacy Engineer, Google
Topic:
- You have had a fascinating career since we [Tim] graduated from college together – you mentioned before we met that you’ve consulted with a literal world leader on his personal digital security footprint. Maybe tell us how you got into this field of helping organizations treat sensitive information securely and how that led to helping keep targeted individuals secure?
- You also work as a privacy engineer on Fuschia, Google’s new operating system kernel. How did you go from human rights and privacy to that?
- What are the key privacy considerations when designing an operating system for “ambient computing”? How do you design privacy into something like that?
- More importantly, not only “how do you do it”, but how do you convince people that you did do it?
- When we talk about "higher risk" individuals, the definition can be broad. How can an average person or someone working in a seemingly less sensitive role better assess if they might be a higher-risk target? What are the subtle indicators?
- Thinking about the advice you give for personal security beyond passwords and multi-factor auth, how much of effective personal digital hygiene comes down to behavioral changes versus purely technical solutions?
- Given your deep understanding of both individual security needs and large-scale OS design, what's one thing you wish developers building cloud services or applications would fundamentally prioritize about user privacy?
Resources: