Lucebra
Lucebra Biashara
TEHAMA na Programu/Mtandao na Usalama/CyberSecurity

Bygga säkra GenAI- och Agentiska AI-system

En steg-för-steg-vägledning för att skapa ett program för applikationssäkerhet som utvecklingsteam faktiskt använder, från första bedömning till kontinuerlig förbättring.

Ngazi Zote • 30 Mihadhara • Ufikiaji wa Maisha Yote
Derek Fisher

Mwalimu Mkuu Aliyethibitishwa

Bygga säkra GenAI- och Agentiska AI-system
trailer ya gari
Kutana na mwalimu wako: Derek Fisher

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5.0 / 5.0
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Wanafunzi Watendaji
Kiingereza (Marekani)
Nukuu 99 za Lugha
5 saa 29 dak
Jumla ya Maudhui

Utajifunza nini

Förklara varför applikationssäkerhet är viktigt för verksamheten och ingenjörer
Bedöm din nuvarande AppSec-ställning och köra en luckanalys på befintliga säkerhetsverktyg
Välj och placera säkerhetsverktyg genom utvecklingslivscykeln
Använd hotmodellering och riskbedömning för att prioritera arbete

Maudhui ya Kozi

4 sehemu • 30 mihadhara • 05:29:12 urefu wa jumla

Course Introduction

01:03

Meet your instructor, Derek Fisher, and get an overview of the course: the current state of AI adoption, the security frameworks emerging for AI, and why AI security needs a different approach from traditional cybersecurity.

The State of AI Adoption

16:38

Look at the scale of AI investment and adoption, the main types of GenAI architectures, and why traditional security tools fall short when the attack is semantic rather than syntactic, including new gaps in the AI supply chain.

OWASP GenAI Security Project and LLMSecOps

07:06

An introduction to the OWASP GenAI Security Project, what it covers and who contributes to it, followed by a walk through the nine phases of the LLMSecOps framework used throughout the course.

NIST AI Risk Management Framework

03:06

An overview of the NIST AI Risk Management Framework and its risk-based approach, covering its main components: the Core, the Playbook, the Crosswalks and the Roadmap.

NIST AI RMF Core Functions

02:52

Understand the four core functions of the NIST AI RMF (Govern, Map, Measure and Manage) and how they work as a continuous cycle with governance at the center.

NIST AI RMF Playbook

11:36

Turn the NIST AI RMF into action with the Playbook's guidance for each function, from defining roles and building an AI inventory to measuring risk and safe decommissioning, and review the seven characteristics of trustworthy AI.

MITRE ATLAS

01:24

Get to know MITRE ATLAS, the ATT&CK-style knowledge base of adversary tactics, techniques, mitigations and case studies for AI and machine learning systems, and how it gives teams a common language for AI threats.

NIST Cybersecurity Framework Profile for AI

10:31

See how the NIST Cyber AI Profile extends the six CSF 2.0 functions with AI-specific considerations across its Secure, Defend and Thwart focus areas, so AI security builds on the program you already run.

Combining Frameworks

05:01

A whiteboard walkthrough of how the NIST AI RMF, the OWASP GenAI Security Project and MITRE ATLAS layer together, following one example from vulnerability to threat technique to managed risk.

EU and US AI Regulations

08:37

Survey the global AI regulatory landscape, including the EU AI Act's risk classification tiers, US federal direction and OMB requirements, and the growing patchwork of state AI laws.

Part 1 Quiz: Introduction to AI Security

20 questions on the AI security landscape, the OWASP GenAI Security Project and LLMSecOps, the NIST AI RMF and Cyber AI Profile, MITRE ATLAS, and EU and US AI regulation. Each answer includes an explanation.

TEST QUIZ - delete me

Part 2 Quiz: The AI Risk Landscape

20 questions on the AI risk taxonomy, the OWASP Top 10 for LLM and GenAI Applications, autonomous agentic AI, and the OWASP Top 10 for Agentic Applications. Each answer includes an explanation.

Part 3 Quiz: Governance and Compliance

20 questions on AI security governance, asset inventory and shadow AI, EU and US regulatory compliance, compliance mapping, model documentation and AI bills of materials. Each answer includes an explanation.

Mpango wa Masomo wa Kila Wiki
Panga safari yako ya kujifunza
AI hutengeneza ratiba ya kibinafsi kulingana na upatikanaji wako

Mahitaji

En grundläggande förståelse för hur programvara byggs och levereras i en organisation

Någon affärsanalys eller projektledningserfarenhet är till hjälp

Watazamaji Walengwa

Tekniska ledare som ombeds bygga ett AppSec-program från grunden

Programutvecklare och arkitekter som behöver integrera säkerhetsverktyg och processer

Scrum masters, teamledare och projektledare som behöver planera för effekten av säkerhet på sina team

Kuhusu kozi hii

Applikationssäkerhet är inte en lager som man fäster på koden i slutet. Ett fungerande program samordnar människor, processer och verktyg över hela produktens livscykel. Denna kurs lägger fram en upprepad vägledning för att bygga detta program, oavsett om du börjar från början eller mogna det du redan har.

Vi börjar med varför AppSec är viktigt och hur man definierar problemet i din egen organisation. Sedan täcker vi komponenterna i ett program: verktygen genom utvecklingslivscykeln, hotmodellering och riskbedömning, luckanalys på din nuvarande verktyg och bygga en DevSecOps-pipeline. Du kommer att se hur man kör AppSec som en tjänst för utvecklingsteam så att säkerhet blir en del av det dagliga arbetet snarare än en grind. Vi avslutar med att bygga en programvägledning, mäta framgång och ställa in programmet för kontinuerlig förbättring.

Kursen baseras på metoden i min bok, The Application Security Program Handbook.

Fursa za Kazi na Majukumu Lengwa

Jenga ujuzi wa vitendo unaotakiwa kazini na uhitimu kwa nafasi zenye ushawishi mkubwa duniani

Mtaala Uliotayarishwa kwa Ajira
Majukumu ya Kazi Unayoweza Kuomba

AI Solutions Engineer

Applied Generative AI Specialist

LLM & Prompt Architecture Consultant

AI Automation & Workflow Lead

Mshahara Unaokadiriwa kwa Mwaka
$105,000 – $165,000 / yr
Mahitaji ya Soko Ulimwenguni

Fastest Growing Worldwide (#1)

Ujuzi Muhimu Utakaobobea
Applied Generative AI Architecture
Model Fine-Tuning & Evaluation
Vector Databases & RAG Workflows
Autonomous AI Agent Orchestration
* Makadirio yanatokana na vigezo vya kimataifa vya uajiri wa kiteknolojia.
Kutana na mkufunzi wako
Derek Fisher
5.0 Ukadiriaji
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Tazama Wasifu Kamili
Derek Fisher
Mwalimu Mkuu
Cybersecurity Leader, Author, Educator, & Speaker
Derek Fisher has roughly 30 years of cybersecurity and engineering experience. Derek has worked in industries such as financial, healthcare, military, and commercial over his decades in hardware, software, and cybersecurity engineering. Derek is the author of several books including a children's book series on cybersecurity called Alicia Connected, and the Application Security Program Handbook. His SubStack and YouTube channel continue to contribute to the cybersecurity community. Derek serves as an advisor to Temple University's Cyber DIA program as well as an adjunct professor where he teaches software security to both graduate and undergraduate students. Derek is a regular speaker, panelist, and commentator on a wide range of topics, including product security, vulnerability management, threat modeling, DevSecOps, and cybersecurity career development. Derek is passionate about integrating cybersecurity at the grassroots level by finding partnerships, working with peers and lifting up the next generation of cybersecurity professionals....
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