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Study Notes (WIP, check back later!)

Study Notes for:

  • NTU MSc. Cybersecurity Studies (2023 - 2024)
  • GTx Linear Algebra (by Dr. Greg Mayer) (2021)

Scribbles are made using Notability (up till late 2021) or GoodNotes (late 2021 onwards).

MATH 1554 Linear Algebra GTx

Instructor: Dr. Greg Mayer

ChapterModules
I. Linear Equations
  1. Linear Systems & Spans
  2. Solution Sets & Linear Independence
  3. Linear Transforms
II. Matrix Algebra
  1. Matrix Addition and Scalar Subtraction
  2. The Invertible Matrix Theorem and Applications
  3. Computer Graphics and Subspaces
III. Determinants & Eigenvalues
  1. Determinants
  2. Markov Chains and Eigenvalues
  3. Diagonalization & Page Rank
IV. Orthogonality & Symmetric Matrices and the SVD
  1. Orthogonal Projections
  2. Gram-Schmidt
  3. Least-Squares
  4. Quadratic Forms and Constrained Optimization
  5. The SVD
SE6002 Application Security NTU AY2022/23 S2
Part 1Part 2

Instructor: Dr. Tay Kian Boon

  1. Introduction
  2. OWASP Top 10:2021
  3. Crypto Failures
  4. Mobile App Security
  5. Social Engineering

Instructors: Mr. Sven Schleier, Mr. William Koh & WithSecure Team

  1. Docker
  2. Container Security & Static Application Testing
  3. Penetration Testing & Appsec Fundamentals
  4. File Upload & Logic Flaws
  5. Authentication & Authorization
  6. Cross-Site Scripting & SQL Injection
SE6004 Security & Risks Management NTU AY2022/23 S2
Part 1Part 2

Instructor: Assoc. Prof. Dr. Anwitaman Datta

  1. Introductory Concepts
  2. Information Security Governance
  3. Risk Analysis & Assessment
  4. Contingency Planning & Management

Instructor: Dr. Tay Kian Boon

  1. User & Network Infrastructure Planning & Management
  2. Tools & Techniques for Detecting Cyber Incidents
  3. Respond & Recover
  4. Conclusion
SE6011 Network Security NTU AY2023/24 S1

Instructor: Assoc. Prof. Dr. Zhang Tianwei

Part 1Part 2
  1. Introduction
  2. Cryptographic Fundamentals
  3. Network Security Protocols
  4. Access Control
  5. Authentication & Firewalls
  6. Intrusion Detection
  1. Denial of Service Attacks
  2. Web Security
  3. Email Security
  4. Anonymous Connection
  5. Secure Routing
SE6013 Software Security NTU AY2023/24 S1
Part 1Part 2

Instructor: Mr. Ong Chin Ann

  1. Introduction to Secure Software Development
  2. Software Security Principles
  3. Risk Analysis: Finding Security Vulnerabilities & Exposures
  4. Memory & Type Safety

Instructor: Mr. Ong Chin Ann, Dr. Florian Gondesen

  1. Runtime Defense: Mitigations
  2. Software Testing
  3. Web Security
  4. XSS & Side Channels
  5. Mobile Security
SE6014 Security Monitoring & Threat Detection NTU AY2023/24 S2

Instructor: Mr. Vicky Ray

  1. Introduction, Foundations of Cyber Security Frameworks
  2. Malware Analysis
  3. Detection Engineering
  4. Cyber Threat Intelligence (CTI)
SE6016 Forensics NTU AY2023/24 S2

Instructor: Mr. Leonard Ong

Part 1Part 2
  1. Overview
  2. Preparing for Incidents
  3. Containment, Eradication, Recovery, Post-Incident Activities
  4. Computer Forensics
  1. Memory Forensics
  2. Network Forensics
  3. Mobile Forensics
  4. Cloud Forensics

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