Security Operations & Threat Intelligence | Google Gemini

Google Cloud Tech · Beginner ·🧠 Large Language Models ·2y ago

Key Takeaways

Detects and responds to cloud threats using Gemini and Google Cloud Security

Full Transcript

[Music] hi my name is Sandy wendzel and I'm a regional security architect for Google Cloud security and today I'm going to walk you through our Google SEC Ops platform and how Gemini is going to be a game changer for analysts to help produce toil our first screen here is all of our sore Playbook cases and what it's doing is it actually grouped together the events and alerts based on causality and how things are going next we're going to see our first interaction with AI where it's actually showing a summary of what happened based on the entities and events it's giving you more detailed view of what actually happened and where and where the source was and then the third part is next steps you should take so how you should actually mitigate it and what further things that we want to look at based on that information we can then have pending actions for playbooks to either stop that instance clone that instance if we think it's a false positive or use it for further risk and behavior based on the machine and the entity our next we're going to actually ask Gemini to pull up here things about our environment and again this is within our environment using our own log sources this is very catered and boutique to you as the customer the first thing we asked was am I impacted by ap43 what Gemini came back with was here's some information about ap43 there's some attribution and we actually found two indicators within your environment we then asked the follow-up question about you know can we run a search to investigate this or what were those processes that were involved and it actually came back with an output to show us the sysmon and the hash now from here not being a udm expert for understanding of the search I can run a search to help investigate with the click of a button and as you see it actually pre-populated my udm search with the appropriate fields and gave me more uh contextual evidence on what I need to know so with that this is our demino of Gemini and how we are with Google security operations and make sure you click the link below for more information [Music]

Original Description

Join Regional Security Architect, Sandy Wenzel, as she detects, investigates, and responds to modern cloud threats at Google scale with threat intelligence and Gemini. Watch along and discover how quickly security experts can respond to threats to their cloud environment with Google Cloud security. Check out the link below for more information on Gemini security. Chapters: 0:00 - Meet Sandy 0:21 - AI investigation of security events 1:04 - Using Gemini to go further 1:55 - Wrap up Resources: Try Gemini in Vertex AI → https://goo.gle/4bKd193 Google Security Operations overview → https://goo.gle/3K8OCyx Watch more Cloud Next 2024 → https://goo.gle/Next-24 Subscribe to Google Cloud Tech → https://goo.gle/GoogleCloudTech #GoogleCloudNext #GoogleGemini Event: Google Cloud Next 2024 Speaker: Sandy Wenzel Products Mentioned: Google Security Operations, Gemini
Watch on YouTube ↗ (saves to browser)
Sign in to unlock AI tutor explanation · ⚡30

Playlist

Uploads from Google Cloud Tech · Google Cloud Tech · 0 of 60

← Previous Next →
1 I’m going for it #GoogleCloudCertified
I’m going for it #GoogleCloudCertified
Google Cloud Tech
2 I had to get #GoogleCloudCertified
I had to get #GoogleCloudCertified
Google Cloud Tech
3 Be better overall at what you do #GoogleCloudCertified
Be better overall at what you do #GoogleCloudCertified
Google Cloud Tech
4 Cloud Monitoring on our radar #Analysis #Uptime
Cloud Monitoring on our radar #Analysis #Uptime
Google Cloud Tech
5 Introduction to Generative AI Studio
Introduction to Generative AI Studio
Google Cloud Tech
6 How to use Github Actions with Google's Workload Identity Federation
How to use Github Actions with Google's Workload Identity Federation
Google Cloud Tech
7 Introduction to Responsible AI
Introduction to Responsible AI
Google Cloud Tech
8 Networking updates and CDMC-certified architecture
Networking updates and CDMC-certified architecture
Google Cloud Tech
9 Create and use a Cloud Storage bucket
Create and use a Cloud Storage bucket
Google Cloud Tech
10 How to digitize text from documents
How to digitize text from documents
Google Cloud Tech
11 Faster analytical queries with AlloyDB
Faster analytical queries with AlloyDB
Google Cloud Tech
12 Next ‘23 sessions and FaaS Wave
Next ‘23 sessions and FaaS Wave
Google Cloud Tech
13 Introduction to Assured Open Source Software
Introduction to Assured Open Source Software
Google Cloud Tech
14 BigQuery Cost Optimization: Storage
BigQuery Cost Optimization: Storage
Google Cloud Tech
15 BigQuery Cost Optimization: Compute
BigQuery Cost Optimization: Compute
Google Cloud Tech
16 BigQuery Cost Optimization: Select Queries
BigQuery Cost Optimization: Select Queries
Google Cloud Tech
17 Remote Field Equipment Management with Manufacturing Data Engine
Remote Field Equipment Management with Manufacturing Data Engine
Google Cloud Tech
18 Supercharging your applications with Cloud SQL Enterprise Plus
Supercharging your applications with Cloud SQL Enterprise Plus
Google Cloud Tech
19 Vector Support on our radar #GenAI
Vector Support on our radar #GenAI
Google Cloud Tech
20 Architecting a blockchain startup with Google Cloud
Architecting a blockchain startup with Google Cloud
Google Cloud Tech
21 Kubernetes and multitasking updates!
Kubernetes and multitasking updates!
Google Cloud Tech
22 GKE: Using Kubernetes Events
GKE: Using Kubernetes Events
Google Cloud Tech
23 How to configure firewall rules for Cloud Composer
How to configure firewall rules for Cloud Composer
Google Cloud Tech
24 Vertex AI Embeddings API + Matching Engine: Grounding LLMs made easy
Vertex AI Embeddings API + Matching Engine: Grounding LLMs made easy
Google Cloud Tech
25 Geospatial analytics on our radar #EarthEngine #BigQuery
Geospatial analytics on our radar #EarthEngine #BigQuery
Google Cloud Tech
26 Ensuring requests are set in Kubernetes
Ensuring requests are set in Kubernetes
Google Cloud Tech
27 Cloud Next 2023, Google research program, and more!
Cloud Next 2023, Google research program, and more!
Google Cloud Tech
28 How to migrate projects between organizations with Resource Manager
How to migrate projects between organizations with Resource Manager
Google Cloud Tech
29 How to run #MySQL in Google Cloud
How to run #MySQL in Google Cloud
Google Cloud Tech
30 #GenerativeAI for enterprises and #Next2023
#GenerativeAI for enterprises and #Next2023
Google Cloud Tech
31 How Google Photos scales to store 4 trillion photos and videos
How Google Photos scales to store 4 trillion photos and videos
Google Cloud Tech
32 Google Cross-Cloud Interconnect (Demo 2)
Google Cross-Cloud Interconnect (Demo 2)
Google Cloud Tech
33 GKE Cost Optimization Golden Signals: Introduction
GKE Cost Optimization Golden Signals: Introduction
Google Cloud Tech
34 GKE Cost Optimization Golden Signals: Workload Rightsizing
GKE Cost Optimization Golden Signals: Workload Rightsizing
Google Cloud Tech
35 GKE Load Balancing: Overview
GKE Load Balancing: Overview
Google Cloud Tech
36 GKE Load Balancing: Best Practices
GKE Load Balancing: Best Practices
Google Cloud Tech
37 Disaster Recovery in GKE
Disaster Recovery in GKE
Google Cloud Tech
38 How to configure IP masquerade agent in GKE Standard clusters
How to configure IP masquerade agent in GKE Standard clusters
Google Cloud Tech
39 Enable and use GKE Control plane logs
Enable and use GKE Control plane logs
Google Cloud Tech
40 Compliance in Australia with Assured Workloads
Compliance in Australia with Assured Workloads
Google Cloud Tech
41 Creating budgets and budget alerts in Google Cloud #FinOps
Creating budgets and budget alerts in Google Cloud #FinOps
Google Cloud Tech
42 Cloud SQL Enterprise Plus on our radar #mySQL
Cloud SQL Enterprise Plus on our radar #mySQL
Google Cloud Tech
43 What's Next for Google Cloud?
What's Next for Google Cloud?
Google Cloud Tech
44 How Loveholidays scaled with Contact Center AI
How Loveholidays scaled with Contact Center AI
Google Cloud Tech
45 What is fleet team management in GKE?
What is fleet team management in GKE?
Google Cloud Tech
46 Troubleshoot VPC Network Peering
Troubleshoot VPC Network Peering
Google Cloud Tech
47 Introduction to DocAI and Contact Center AI
Introduction to DocAI and Contact Center AI
Google Cloud Tech
48 Cloud Run Direct VPC egress explained
Cloud Run Direct VPC egress explained
Google Cloud Tech
49 Database deployment options in GKE
Database deployment options in GKE
Google Cloud Tech
50 Analyze cloud billing data with #BigQuery
Analyze cloud billing data with #BigQuery
Google Cloud Tech
51 Tips to becoming a world-class Prompt Engineer
Tips to becoming a world-class Prompt Engineer
Google Cloud Tech
52 Serverless is simple. Do I need CI/CD?
Serverless is simple. Do I need CI/CD?
Google Cloud Tech
53 Accelerating model deployment with MLOps
Accelerating model deployment with MLOps
Google Cloud Tech
54 How Hawaii's Department of Human Services scaled with CCAI
How Hawaii's Department of Human Services scaled with CCAI
Google Cloud Tech
55 Pricing API on our #Radar
Pricing API on our #Radar
Google Cloud Tech
56 How Recommendations AI for Media can boost customer retention
How Recommendations AI for Media can boost customer retention
Google Cloud Tech
57 Troubleshooting: Node Not Ready Status
Troubleshooting: Node Not Ready Status
Google Cloud Tech
58 One weekend until Cloud Next 2023!
One weekend until Cloud Next 2023!
Google Cloud Tech
59 #GoogleCloudNext starts tomorrow!
#GoogleCloudNext starts tomorrow!
Google Cloud Tech
60 #GoogleCloudNext will be demand!
#GoogleCloudNext will be demand!
Google Cloud Tech

Related Reads

📰
Unlock Open-Weight LLMs with a Simple API: A Hands-On Guide
Learn to unlock open-weight LLMs with a simple API and deploy them in production, gaining transparency and sovereignty over your AI models
Dev.to AI
📰
We're Building AI That Starts With Questions, Not Answers
Learn how AI that starts with questions can improve understanding of people, and why this approach matters for more effective human-AI interactions
Dev.to · Abdullah Huseynli
📰
Building LLMSlim: Architecture Deep-Dive into Deterministic Prompt Compression
Learn how to build LLMSlim, a deterministic prompt compression architecture, to optimize your language models
Dev.to · Yashvardhan Thanvi
📰
Why Your LLM Pipeline Is Burning 60% of Its Token Budget on Noise (and How to Fix It)
Optimize your LLM pipeline to reduce token budget waste by identifying and filtering out noise, and learn how to implement this fix
Dev.to · Yashvardhan Thanvi

Chapters (4)

Meet Sandy
0:21 AI investigation of security events
1:04 Using Gemini to go further
1:55 Wrap up
Up next
5 Levels of AI Agents - From Simple LLM Calls to Multi-Agent Systems
Dave Ebbelaar (LLM Eng)
Watch →