Table of Contents
Microsoft Security Copilot
How AI can help you increase productivity and improve security posture
- Understand the key capabilities Microsoft Security Copilot
- Identify use cases where Microsoft Security Copilot will help optimize security professionals’ job function
- Review Microsoft Security Copilot and the broader generative AI landscape from the perspective of a security professional or leader
Course description
Microsoft Security Copilot uses generative AI (GPT) to bring prompt-based cybersecurity detection and cybersecurity remediation features to the Microsoft security ecosystem, including Microsoft Sentinel and Microsoft Defender. Microsoft Security Copilot helps security professionals become more productive while carrying out activities like incident response, threat hunting, and security reporting.
What you’ll learn and how you can apply it
- Understand Microsoft Security Copilot and its role within the Microsoft security toolset and services ecosystem
- Learn how Microsoft Security Copilot helps with incident response, threat hunting, and security reporting
- Learn about the role of generative AI in security and how it impacts security professionals' day-to-day lives
This live event is for you because…
- You’re a security professional.
- You’re a CISO, CTO, or other security leader.
- You work with Microsoft security tools and services.
- You want to learn how Copilot can change the day-to-day life of a security professional.
Prerequisites
- Fundamental knowledge of cybersecurity areas such as threat hunting and incident response (prior knowledge of AI not required)
- Basic understanding of Azure Cloud
Recommended preparation:
- Read What are ChatGPT and Its Friends? (report)
Recommended follow-up:
- Take Microsoft Security Operations Security Bootcamp
Schedule
The timeframes are only estimates and may vary according to how the class is progressing.
Generative AI 101 (10 minutes)
Presentation: Overview of generative AI; large language models (LLMs); history of OpenAI and GPT
Microsoft Copilot ecosystem overview (20 minutes)
Presentation: Overview of Microsoft Copilot ecosystem (GitHub Copilot, Microsoft 365 Copilot, Microsoft Security Copilot)
Understanding Microsoft Security Copilot (45 minutes)
Presentation: Microsoft Security Copilot overview; how it helps with incident response, threat hunting, and security reporting; what to do when Microsoft Security Copilot makes mistakes
Microsoft Security Copilot use cases (20 minutes)
Discussion: How may security professionals' daily workflow change by integrating Copilot into their workflow?
Future direction (20 minutes)
Presentation: Future of Microsoft Copilot ecosystem; examining market research and reports on impact of generative AI in security; role of domain-specific LLMs (e.g., BloombergGPT) versus generic LLMs; ethical challenges
Wrap-up and Q&A (5 minutes)
Fair Use Source: https://learning.oreilly.com/live-events/introduction-to-microsoft-security-copilot/0636920092684/0790145077212
ChatGPT: Chatbot, Chat Generative Pre-trained Transformer developed by OpenAI and launched on November 30, 2022; Large Language Model (LLM), Language model, Prompt Engineering, Generative Artificial Intelligence (GenAI), Generative pre-trained transformer, GPT-4, GPT-3, GPT-2, Transformer (machine learning model), Fine-tuning (deep learning), Supervised learning (SL), Microsoft Bing, Bing Chat, LLaMA, Artificial neural networks (ANNs, also shortened to neural networks (NNs) or neural nets), Generative model, AI accelerator, Fine-tuning (machine learning) –> Fine-tuning (deep learning), Transfer learning (TL), Multimodal learning, GitHub ChatGPT, Awesome ChatGPT. (navbar_chatgpt - see also navbar_ml, navbar_dl, navbar_nlp, navbar_ai)
Cybersecurity: DevSecOps - Security Automation, Cloud Security - Cloud Native Security (AWS Security - Azure Security - GCP Security - IBM Cloud Security - Oracle Cloud Security, Container Security, Docker Security, Podman Security, Kubernetes Security, Google Anthos Security, Red Hat OpenShift Security); CIA Triad (Confidentiality - Integrity - Availability, Authorization - OAuth, Identity and Access Management (IAM), JVM Security (Java Security, Spring Security, Micronaut Security, Quarkus Security, Helidon Security, MicroProfile Security, Dropwizard Security, Vert.x Security, Play Framework Security, Akka Security, Ratpack Security, Netty Security, Spark Framework Security, Kotlin Security - Ktor Security, Scala Security, Clojure Security, Groovy Security;
, JavaScript Security, HTML Security, HTTP Security - HTTPS Security - SSL Security - TLS Security, CSS Security - Bootstrap Security - Tailwind Security, Web Storage API Security (localStorage Security, sessionStorage Security), Cookie Security, IndexedDB Security, TypeScript Security, Node.js Security, NPM Security, Deno Security, Express.js Security, React Security, Angular Security, Vue.js Security, Next.js Security, Remix.js Security, PWA Security, SPA Security, Svelts.js Security, Ionic Security, Web Components Security, Nuxt.js Security, Z Security, htmx Security
Python Security - Django Security - Flask Security - Pandas Security,
Database Security (Database Security on Kubernetes, Database Security on Containers / Database Security on Docker, Cloud Database Security - DBaaS Security, Concurrent Programming and Database Security, Functional Concurrent Programming and Database Security, Async Programming and Databases Security, MySQL Security, Oracle Database Security, Microsoft SQL Server Security, MongoDB Security, PostgreSQL Security, SQLite Security, Amazon RDS Security, IBM Db2 Security, MariaDB Security, Redis Security, Cassandra Security, Amazon Aurora Security, Microsoft Azure SQL Database Security, Neo4j Security, Google Cloud SQL Security, Firebase Realtime Database Security, Apache HBase Security, Amazon DynamoDB Security, Couchbase Server Security, Elasticsearch Security, Teradata Database Security, Memcached Security, Amazon Redshift Security, SQLite Security, CouchDB Security, Apache Kafka Security, IBM Informix Security, SAP HANA Security, RethinkDB Security, InfluxDB Security, MarkLogic Security, ArangoDB Security, RavenDB Security, VoltDB Security, Apache Derby Security, Cosmos DB Security, Hive Security, Apache Flink Security, Google Bigtable Security, Hadoop Security, HP Vertica Security, Alibaba Cloud Table Store Security, InterSystems Caché Security, Greenplum Security, Apache Ignite Security, FoundationDB Security, Amazon Neptune Security, FaunaDB Security, QuestDB Security, Presto Security, TiDB Security, NuoDB Security, ScyllaDB Security, Percona Server for MySQL Security, Apache Phoenix Security, EventStoreDB Security, SingleStore Security, Aerospike Security, MonetDB Security, Google Cloud Spanner Security, SQream Security, GridDB Security, MaxDB Security, RocksDB Security, TiKV Security, Oracle NoSQL Database Security, Google Firestore Security, Druid Security, SAP IQ Security, Yellowbrick Data Security, InterSystems IRIS Security, InterBase Security, Kudu Security, eXtremeDB Security, OmniSci Security, Altibase Security, Google Cloud Bigtable Security, Amazon QLDB Security, Hypertable Security, ApsaraDB for Redis Security, Pivotal Greenplum Security, MapR Database Security, Informatica Security, Microsoft Access Security, Tarantool Security, Blazegraph Security, NeoDatis Security, FileMaker Security, ArangoDB Security, RavenDB Security, AllegroGraph Security, Alibaba Cloud ApsaraDB for PolarDB Security, DuckDB Security, Starcounter Security, EventStore Security, ObjectDB Security, Alibaba Cloud AnalyticDB for PostgreSQL Security, Akumuli Security, Google Cloud Datastore Security, Skytable Security, NCache Security, FaunaDB Security, OpenEdge Security, Amazon DocumentDB Security, HyperGraphDB Security, Citus Data Security, Objectivity/DB). Database drivers (JDBC Security, ODBC), ORM (Hibernate Security, Microsoft Entity Framework), SQL Operators and Functions Security, Database IDEs (JetBrains DataSpell Security, SQL Server Management Studio Security, MySQL Workbench Security, Oracle SQL Developer Security, SQLiteStudio),
Programming Language Security ((1. Python Security, 2. JavaScript Security, 3. Java Security, 4. C# Security, 5. C++ Security, 6. PHP Security, 7. TypeScript Security, 8. Ruby Security, 9. C Security, 10. Swift Security, 11. R Security, 12. Objective-C Security, 13. Scala Security, 14. Golang Security, 15. Kotlin Security, 16. Rust Security, 17. Dart Security, 18. Lua Security, 19. Perl Security, 20. Haskell Security, 21. Julia Security, 22. Clojure Security, 23. Elixir Security, 24. F# Security, 25. Assembly Language Security, 26. Shell Script Security / bash Security, 27. SQL Security, 28. Groovy Security, 29. PowerShell Security, 30. MATLAB Security, 31. VBA Security, 32. Racket Security, 33. Scheme Security, 34. Prolog Security, 35. Erlang Security, 36. Ada Security, 37. Fortran Security, 38. COBOL Security, 39. Lua Security, 40. VB.NET Security, 41. Lisp Security, 42. SAS Security, 43. D Security, 44. LabVIEW Security, 45. PL/SQL Security, 46. Delphi/Object Pascal Security, 47. ColdFusion Security, 49. CLIST Security, 50. REXX);
OS Security, Mobile Security: Android Security - Kotlin Security - Java Security, iOS Security - Swift Security; Windows Security - Windows Server Security, Linux Security (Ubuntu Security, Debian Security, RHEL Security, Fedora Security), UNIX Security (FreeBSD Security), IBM z Mainframe Security (RACF Security), Passwords (Windows Passwords, Linux Passwords, FreeBSD Passwords, Android Passwords, iOS Passwords, macOS Passwords, IBM z/OS Passwords), Passkeys, Hacking (Ethical Hacking, White Hat, Black Hat, Grey Hat), Pentesting (Red Team - Blue Team - Purple Team), Cybersecurity Certifications (CEH, GIAC, CISM, CompTIA Security Plus, CISSP), Mitre Framework, Common Vulnerabilities and Exposures (CVE), Cybersecurity Bibliography, Cybersecurity Courses, Firewalls, CI/CD Security (GitHub Actions Security, Azure DevOps Security, Jenkins Security, Circle CI Security), Functional Programming and Cybersecurity, Cybersecurity and Concurrency, Cybersecurity and Data Science - Cybersecurity and Databases, Cybersecurity and Machine Learning, Cybersecurity Glossary (RFC 4949 Internet Security Glossary), Awesome Cybersecurity, Cybersecurity GitHub, Cybersecurity Topics (navbar_security - see also navbar_aws_security, navbar_azure_security, navbar_gcp_security, navbar_k8s_security, navbar_docker_security, navbar_podman_security, navbar_mainframe_security, navbar_ibm_cloud_security, navbar_oracle_cloud_security, navbar_database_security, navbar_windows_security, navbar_linux_security, navbar_macos_security, navbar_android_security, navbar_ios_security, navbar_os_security, navbar_firewalls, navbar_encryption, navbar_passwords, navbar_iam, navbar_pentesting, navbar_privacy)
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