EP239 Linux Security: The Detection and Response Disconnect and Where Is My Agentless EDR
Cloud Security Podcast by Google
Release Date: 08/18/2025
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...
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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...
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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...
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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....
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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:
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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...
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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
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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...
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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...
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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:
- Craig H. Rowland, Founder and CEO, Sandfly Security
Topics:
- When it comes to Linux environments – spanning on-prem, cloud, and even–gasp–hybrid setups – where are you seeing the most significant blind spots for security teams today?
- There's sometimes a perception that Linux is inherently more secure or less of a malware target than Windows. Could you break down some of the fundamental differences in how malware behaves on Linux versus Windows, and why that matters for defenders in the cloud?
- 'Living off the Land' isn't a new concept, but on Linux, it feels like attackers have a particularly rich set of native tools at their disposal. What are some of the more subtly abused but legitimate Linux utilities you're seeing weaponized in cloud attacks, and how does that complicate detection?
- When you weigh agent-based versus agentless monitoring in cloud and containerized Linux environments, what are the operational trade-offs and outcome trade-offs security teams really need to consider?
- SSH keys are the de facto keys to the kingdom in many Linux environments. Beyond just 'use strong passphrases,' what are the critical, often overlooked, risks associated with SSH key management, credential theft, and subsequent lateral movement that you see plaguing organizations, especially at scale in the cloud?
- What are the biggest operational hurdles teams face when trying to conduct incident response effectively and rapidly across such a distributed Linux environment, and what's key to overcoming them?
Resources:
- EP194 Deep Dive into ADR - Application Detection and Response
- EP228 SIEM in 2025: Still Hard? Reimagining Detection at Cloud Scale and with More Pipelines