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Advanced Network Analysis and Incident Response

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Advanced Network Analysis and Incident Response

Dieser Kurs ist Teil von Spezialisierung „Intrusion Detection“

Dozent: Jason Crossland

Bei enthalten

Mehr erfahren

7 Module

Verschaffen Sie sich einen Einblick in ein Thema und lernen Sie die Grundlagen.

Stufe Mittel

Empfohlene Erfahrung

5 Wochen zu vervollständigen

unter 10 Stunden pro Woche

Flexibler Zeitplan

In Ihrem eigenen Lerntempo lernen

7 Module

Verschaffen Sie sich einen Einblick in ein Thema und lernen Sie die Grundlagen.

Stufe Mittel

Empfohlene Erfahrung

5 Wochen zu vervollständigen

unter 10 Stunden pro Woche

Flexibler Zeitplan

In Ihrem eigenen Lerntempo lernen

Was Sie lernen werden

Understand the differences between network situational awareness and traditional NIDS for effective incident detection.
Gain proficiency in using GOTS and COTS tools for network packet analysis and troubleshooting networking challenges.
Learn to conduct ROC analysis on IDS data and interpret event graphs and precision-recall metrics for better decision-making.
Explore the NIST Cybersecurity Framework and SANS Incident Response Cycle to effectively manage and respond to cyber incidents.

Kompetenzen, die Sie erwerben

Kategorie: Incident Management
Kategorie: Threat Detection
Kategorie: Intrusion Detection and Prevention
Kategorie: Incident Response
Kategorie: Cybersecurity
Kategorie: Cloud Security
Kategorie: Anomaly Detection
Kategorie: AI Security
Kategorie: Network Analysis
Kategorie: Cyber Security Policies
Kategorie: Computer Security Incident Management
Kategorie: Network Monitoring
Kategorie: NIST 800-53
Kategorie: Network Security

Wichtige Details

Zertifikat zur Vorlage

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Bewertungen

17 Aufgaben

Unterrichtet in Englisch

91%

of learners achieved a positive career outcome

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Dieser Kurs ist Teil der Spezialisierung Spezialisierung „Intrusion Detection“

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In diesem Kurs gibt es 7 Module

The course "Advanced Network Analysis and Incident Response" equips learners with critical skills for effectively managing and responding to cyber threats. Through a blend of theoretical concepts and hands-on practice, participants will delve into advanced network situational awareness, network packet analysis, and incident response strategies aligned with organizational security policies.

What sets this course apart is its comprehensive approach to both the technical and strategic aspects of cybersecurity. Learners will engage with both government-off-the-shelf (GOTS) and commercial-off-the-shelf (COTS) tools, gaining practical experience in analyzing network traffic and implementing effective incident response protocols. The curriculum also incorporates real-world scenarios through tabletop exercises and emphasizes the application of the NIST Cybersecurity Framework and the SANS Incident Response Cycle. By completing this course, learners will enhance their ability to detect, analyze, and respond to incidents effectively, preparing them for challenges in the dynamic field of cybersecurity. Whether you're aiming to advance your career or reinforce your skills, this course provides the knowledge and confidence needed to excel in network analysis and incident response.

Moduldetails

This course provides a comprehensive exploration of network analysis and incident response strategies, focusing on the differentiation between Network Situational Awareness and Intrusion Detection Systems. Students will learn to apply anomaly detection techniques and utilize various network packet analysis tools. The curriculum includes developing alarm systems through Graph Analysis and interpreting key performance metrics like ROC analysis. Emphasis is placed on evaluating incident response mechanisms and understanding the implications of Artificial Intelligence in cybersecurity. Participants will also gain practical skills in applying the NIST Cybersecurity Framework and the SANS Incident Response Cycle to real-world scenarios.

Das ist alles enthalten

1 Video3 Lektüren

This course dives into advanced network situational awareness, exploring how it differs from conventional NIDS.

Das ist alles enthalten

5 Videos3 Lektüren3 Aufgaben

5 VideosInsgesamt 83 Minuten

Introduction6 Minuten
Network Situational Awareness15 Minuten
Anomaly Detection on Large-Scale Network Traffic29 Minuten
Incident Detection Using Graph Analytics24 Minuten
Security Onion/Bro Lab9 Minuten

3 LektürenInsgesamt 400 Minuten

Reading References180 Minuten
Reading References180 Minuten
Self-Reflective Reading: Enhancing Network Attack Detection40 Minuten

3 AufgabenInsgesamt 90 Minuten

Network Analysis60 Minuten
Differentiating Network Situational Awareness from NIDS15 Minuten
Applying Anomaly Detection to Large-Scale Network Analysis15 Minuten

This module introduces foundational concepts in Network Packet Analysis, providing insights into both government-off-the-shelf (GOTS) and commercial-off-the-shelf (COTS) tools used for analyzing network traffic.

Das ist alles enthalten

4 Lektüren3 Aufgaben6 Plug-ins

4 LektürenInsgesamt 480 Minuten

Reading References180 Minuten
Reading References180 Minuten
Self-Reflective Reading: Network Forensic Investigation and Packet Analysis60 Minuten
Self-Reflective Reading: Challenges in Network Packet Collection and Analysis60 Minuten

3 AufgabenInsgesamt 90 Minuten

Network Packet Analysis60 Minuten
Introduction to Network Packet Analysis and Tools15 Minuten
Data Collection Techniques and the Role of Wireshark15 Minuten

6 Plug-insInsgesamt 112 Minuten

Introduction to Packet Analysis- Part 2: Network Protocols5 Minuten
Introduction to Packet Analysis- Part 3: UDP Packets15 Minuten
Introduction to Packet Analysis- Part 4: TCP Protocols13 Minuten
Introduction to Packet Analysis- Part 8 Capturing Network Traffic with TCPDump14 Minuten
Introduction to Packet Analysis- Part 8 Packet Analysis with Wireshark (Part 1)30 Minuten
Introduction to Packet Analysis- Part 8 Packet Analysis with Wireshark (Part 2)35 Minuten

This module will guide students through the process of conducting ROC analysis on IDS data and interpreting various graphical representations, including event graphs, precision-recall (P-R) graphs, and thresholds.

Das ist alles enthalten

6 Videos3 Lektüren3 Aufgaben

6 VideosInsgesamt 70 Minuten

Introduction6 Minuten
Overview of ROC Analysis11 Minuten
Event Graphs and Thresholds18 Minuten
Multiple Confusion Matrices Based on IDS Configuration23 Minuten
Error Rates6 Minuten
ROC and P-R Graphs6 Minuten

3 LektürenInsgesamt 280 Minuten

Reading References120 Minuten
Reading References120 Minuten
Self-Reflective Reading: Deep Packet Inspection and Net Neutrality40 Minuten

3 AufgabenInsgesamt 90 Minuten

ROC Analysis60 Minuten
ROC Analysis and IDS Performance Metrics15 Minuten
Challenges and Advanced Concepts in IDS Evaluation15 Minuten

This module focuses on the importance of aligning response strategies with organizational security policies, while also evaluating the risks associated with automated responses.

Das ist alles enthalten

5 Videos4 Lektüren3 Aufgaben

5 VideosInsgesamt 79 Minuten

Introduction3 Minuten
Response Requirements20 Minuten
Response Types17 Minuten
IPS20 Minuten
Risks and Cautions for IPS19 Minuten

4 LektürenInsgesamt 260 Minuten

Reading References90 Minuten
Reading References90 Minuten
Self-Reflective Reading: Balancing Technical and Non-Technical Responses to Intrusions40 Minuten
Self-Reflective Reading: Responses to IDS Alerts and Network Threat Management40 Minuten

3 AufgabenInsgesamt 90 Minuten

Response60 Minuten
Understanding IDS Response Mechanisms15 Minuten
Implementing Custom Firewall Logic15 Minuten

This course explores the complexities of intrusion detection and response in constrained environments.

Das ist alles enthalten

1 Video2 Aufgaben

This course delves into the application of the NIST Cybersecurity Framework (CSF) 2.0 and the SANS Incident Response Cycle in managing cyber incidents.

Das ist alles enthalten

6 Lektüren3 Aufgaben4 Plug-ins

6 LektürenInsgesamt 420 Minuten

Reading References120 Minuten
Reading References120 Minuten
Cybersecurity and AI: The Challenges and Opportunities20 Minuten
Incident Response Principles60 Minuten
Self-Reflective Reading: The Role of AI in Cybersecurity40 Minuten
Self-Reflective Reading: Case Study Analysis and Cyber Incident Response60 Minuten

3 AufgabenInsgesamt 90 Minuten

Cyber Security Incident Response Management60 Minuten
Applying the NIST CSF 2.0 Core Functions and SANS Incident Response Cycle15 Minuten
Artificial Intelligence in Cybersecurity Incident Response15 Minuten