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IT & Software/Network & Security/AI Ethics and Governance

Securing GenAI Systems: LLM & AI Security Guide

プロンプトインジェクション、データポイズニング、モデル窃盗、LLMの脆弱性、AI脅威の軽減戦略

All Levels • 29 Lectures • Full Lifetime Access
Dr. Amar Massoud

Verified Master Instructor

GenAIシステムのセキュリティ:LLMとAIセキュリティガイド
TRAILER
Meet your instructor: Dr. Amar Massoud

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English (US)
99 Languages Subtitles
2h 12m
Total Content

What you will learn

GenAIシステムにセキュリティベストプラクティスを実施する。
ゼロトラストアーキテクチャをAIインフラストラクチャの保護に適用する。
AIシステムの新たな脅威と脆弱性を特定する。
AIシステムのセキュリティ監査と評価を行う。

Course Content

10 sections • 29 lectures • 02:12:07 total length

Emerging Threats To GenAI Systems

03:25

Future Developments In AI Security

04:04

Preparing For New Security Challenges

03:25

Continuous Learning And Adaptation

03:41

Architecture Of GenAI Systems

03:14

Security Challenges Unique To GenAI

04:00

Our Use Case - IntelliMinds Solutions and SmartAI System

05:12

Setting Up Monitoring For GenAI Systems

04:09

Detecting And Responding To Security Incidents

07:02

Ensuring Compliance With Regulations

07:19

Auditing And Assessment Processes

03:23

Documentation And Reporting

03:52

Create comprehensive documentation detailing data flows, access controls, encryption, and incident response. Generate regular reports on security status, compliance, and incidents to inform stakeholders.

Weekly Study Plan
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Requirements

人工知能の概念の基本的な理解が役立ちます。

サイバーセキュリティの基礎知識があると有益です。

情報セキュリティの原則の知識が推奨されます。

AIおよび生成AIシステムのセキュリティに興味がある。

Target Audience

IT professionals and cybersecurity specialists seeking to secure AI systems.

AI developers and data scientists interested in integrating security measures.

Managers and decision-makers responsible for AI deployment and security.

Beginners in cybersecurity looking to learn about securing AI technologies.

About this course

「GenAIシステムのセキュリティ」コースでは、次世代人工知能システムを進化するセキュリティ脅威から保護するための専門知識と実践的なスキルを習得します。AI技術が進歩し続ける中、データ、モデル、インフラストラクチャの安全性を確保することが重要です。このコースは、ITプロフェッショナル、サイバーセキュリティの専門家、AI開発者、そしてAI駆動システムのセキュリティ方法を学びたい人向けに設計されています。

35年以上の経験と70以上のIT認定資格(ISO 27001監査人、CISSP、CISAなど)を持つベテランの専門家であるDr. Amar Massoodが主導するこのコースは、最新のセキュリティ実践への包括的なガイドを提供します。ゼロトラストアーキテクチャの実装、APIのセキュリティ、敵対的な攻撃やデータポイズニングなどの新たな脅威への対処方法を学びます。

コースを通じて、高度なAI駆動のセキュリティツール、リアルタイムの脅威検出、積極的な防御戦略を探求し、AIシステムの安全性を確保します。AIの展開に責任がある方や、AIシステムの保護方法を理解したい方にとって、このコースは実践的なスキルとAIセキュリティの概念に対する強固な理解を提供します。

このコースを修了すると、GenAIシステムのセキュリティを確保し、セキュリティ監査を実施し、進化する規制基準への準拠を確保する能力を身につけることができます。AIセキュリティの経験は不要で、初心者から経験豊富なプロフェッショナルまで、知識を拡大したい人々にアクセス可能です。

Career Opportunities & Job Roles

Build practical, job-ready skills and qualify for high-impact roles worldwide

Job-Ready Curriculum
Target Roles You Can Apply For

Full Stack Software Engineer

Backend Systems Developer

Frontend Application Specialist

Automation & Scripting Engineer

Estimated Annual Salary
$90,000 – $145,000 / yr
Global Industry Demand

High Global Tech Demand

In-Demand Skills You Master
Production Code Architecture
RESTful & Modern API Design
State Management & UI Scaling
Debugging & Automated Testing
* Estimates based on global tech hiring benchmarks and industry compensation reports.
Meet your instructor
Dr. Amar Massoud
5.0 Rating
5 Students
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Dr. Amar Massoud
Main Instructor
PhD in computer science and IT manager with 36 years technical experience in various fields including IT Security, IT Governance, IT Service Management , Software Development, Project Management, Business Analysis and Software Architecture. I hold 80+ IT certifications such as : ITIL 4 Master, ITIL 3 Expert ISO 27001 Auditor, ComptIA Security+, GSEC, CEH, ECSA, CISM, CISSP, CISA PGMP, MSP PMP, PMI-ACP, Prince2 Practitioner, Praxis, Scrum Master COBIT 2019 Implementor, COBIT 5 Assessor/Implementer TOGAF certified Lean Specialist, VSM Specialist PMI RMP, ISO 31000 Risk Manager, ISO 22301 Lead Auditor PMI-PBA, CBAP Lean Six Sigma Black Belt, ISO 9001 Implementer Azure Administrator, Azure DevOps Expert, AWS Practitioner And many more....

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Yes! Upon completing 100% of the course lectures and assignments, you can instantly download your verified digital Certificate of Completion directly from your Lucebra profile.

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