Cloud Security Podcast by Google
Technology
Guests:
Umesh Shankar, Distinguished Engineer, Chief Technologist for Google Cloud Security
Scott Coull, Head of Data Science Research, Google Cloud Security
Topics:
What does it mean to “teach AI security”? How did we make SecLM? And also: why did we make SecLM?
What can “security trained LLM” do better vs regular LLM?
Does making it better at security make it worse at other things that we care about?
What can a security team do with it today? What are the “starter use cases” for SecLM?
Are we seeing the limits of LLMs for our use cases? Is the “LLM is not magic” finally dawning?
Resources:
“How to tackle security tasks and workflows with generative AI” (Google Cloud Next 2024 session on SecLM)
EP136 Next 2023 Special: Building AI-powered Security Tools - How Do We Do It?
EP144 LLMs: A Double-Edged Sword for Cloud Security? Weighing the Benefits and Risks of Large Language Models
Supercharging security with generative AI
Secure, Empower, Advance: How AI Can Reverse the Defender’s Dilemma?
Considerations for Evaluating Large Language Models for Cybersecurity Tasks
Introducing Google’s Secure AI Framework
Deep Learning Security and Privacy Workshop
Security Architectures for Generative AI Systems
ACM Workshop on Artificial Intelligence and Security
Conference on Applied Machine Learning in Information Security
EP174 How to Measure and Improve Your Cloud Incident Response Readiness: A New Framework
EP173 SAIF in Focus: 5 AI Security Risks and SAIF Mitigations
EP172 RSA 2024: Separating AI Signal from Noise, SecOps Evolves, XDR Declines?
EP171 GenAI in the Wrong Hands: Unmasking the Threat of Malicious AI and Defending Against the Dark Side
EP170 Redefining Security Operations: Practical Applications of GenAI in the SOC
EP169 Google Cloud Next 2024 Recap: Is Cloud an Island, So Much AI, Bots in SecOps
EP167 Stolen Cards and Fake Accounts: Defending Google Cloud Against Abuse
EP166 Workload Identity, Zero Trust and SPIFFE (Also Turtles!)
EP165 Your Cloud Is Not a Pet - Decoding 'Shifting Left' for Cloud Security
EP164 Quantum Computing: Understanding the (very serious) Threat and Post-Quantum Cryptography
EP163 Cloud Security Megatrends: Myths, Realities, Contentious Debates and Of Course AI
EP162 IAM in the Cloud: What it Means to Do It 'Right' with Kat Traxler
EP161 Cloud Compliance: A Lawyer - Turned Technologist! - Perspective on Navigating the Cloud
EP160 Don't Cloud Your Judgement: Security and Cloud Migration, Again!
EP159 Workspace Security: Built for the Modern Threat. But How?
EP158 Ghostbusters for the Cloud: Who You Gonna Call for Cloud Forensics
EP157 Decoding CDR & CIRA: What Happens When SecOps Meets Cloud
EP156 Living Off the Land and Attacking Critical Infrastructure: Mandiant Incident Deep Dive
EP155 Cyber, Geopolitics, AI, Cloud - All in One Book?
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