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Programs Description

BS Cyber Security

BS Cyber Security Scheme of Studies

Semester I

S No	Course Code	Course Title	Pre-req	Cr Hrs
1.	EL170	Functional English	-	3-0-3
2.	CY102	Introduction to Cyber Security	-	2-0-2
3.	CY102L	Introduction to Cyber Security Lab	-	0-1-1
4.	CS181	Application of Information and Communication Technologies	-	2-0-2
5.	CS181L	Application of Information and Communication Technologies Lab	-	0-1-1
6.	CS111	Programming Fundamentals	-	3-0-3
7.	CS111L	Programming Fundamentals Lab	-	0-1-1
8.	HU124	Islamic Studies and Ethics	-	2-0-2
9.	MA216	Discrete Structures	-	3-0-3
10.	MA114*	Foundational Mathematics (non-credit)	-	3-0-3
Total Cr Hrs				15-3-18
Total Contact Hours:24

* For Premedical students

Semester II

S. No	Course Code	Course Title	Pre-req	Cr Hrs
1.	SE101	Introduction to Software Engineering	-	3-0-3
2.	CS112	Object Oriented Programming	CS111,CS111L	3-0-3
3.	CS112L	Object Oriented Programming Lab	CS111,CS111L	0-1-1
4.	EE123	Digital Logic Design	-	2-0-2
5.	EE123L	Digital Logic Design Lab	-	0-1-1
6.	PH111	Applied Physics	-	2-0-2
7.	PH111L	Applied Physics Lab	-	0-1-1
8.	MA201	Linear Algebra	-	3-0-3
9.	MA118*	Pre-Calculus (non-credit)	-	3-0-3
Total Cr Hrs				13-3-16
Total Contact Hours: 22

* For Premedical students

Semester III

S. No	Course Code	Course Title	Pre-req	Cr Hrs
1.	CY371	Information Assurance	-	3-0-3
2.	CS260	Computer Networks	-	2-0-2
3.	CS260L	Computer Networks Lab	-	0-1-1
4.	CS216	Data Structures	CS112,CS112L	3-0-3
5.	CS216L	Data Structures Lab	CS112,CS112L	0-1-1
6.	MA110	Calculus and Analytical Geometry	-	3-0-3
7.	CS226	Computer Organization and Assembly Language	EE123,EE123L	2-0-2
8.	CS226L	Computer Organization and Assembly Language Lab	EE123,EE123L	0-1-1
9.	SSXXX	Social Science Elective	-	2-0-2
Total Cr Hrs				15-3-18
Total Contact Hours: 24

Semester IV

S. No	Course Code	Course Title	Pre-req	Cr Hrs
1.	CS325	Operating Systems	-	2-0-2
2.	CS325L	Operating Systems Lab	-	0-1-1
3.	CY256	Secure Software Design and Development	SE101	2-0-2
4.	CY256L	Secure Software Design and Development Lab	SE101	0-1-1
5.	CY223	Network Security	CS260,CS260L	3-0-3
6.	CY223L	Network Security Lab	CS260,CS260L	0-1-1
7.	CYXXX	Cyber Security Elective I	-	2-0-2
8.	CYXXXL	Cyber Security Elective I Lab	-	0-1-1
9.	MA105	Multivariable Calculus	MA110	3-0-3
Total Cr Hrs				12-4-16
Total Contact Hours: 24

Summer Semester

S. No	Course Code	Course Title	Pre-req	Cr Hrs
1.	CY 490	Internship (6-8 weeks)*	-	0-3-3

*Under exceptional circumstances, a student can undertake the internship after 5^th, 6^th or 7^th semester (with the approval by the Chair Dept.).

Semester V

S. No	Course Code	Course Title	Pre-req	Cr Hrs
1.	CY 334	Digital Forensics	-	2-0-2
2.	CY 334L	Digital Forensics Lab	-	0-1-1
3.	CS426	Parallel and Distributed Computing	CS325,CS325L	2-0-2
4.	CS426L	Parallel and Distributed Computing Lab	CS325,CS325L	0-1-1
5.	EL271	Expository Writing	EL170	3-0-3
6.	CS344	Artificial Intelligence	-	2-0-2
7.	CS344L	Artificial Intelligence Lab	-	0-1-1
8.	CYXXX	Cyber Security Elective II	-	2-0-2
9.	CYXXX	Cyber Security Elective II Lab	-	0-1-1
10.	HU411	Civics and Community Engagements	-	2-0-2
Total Cr Hrs				13-4-17
Total Contact Hours: 25

Semester VI

S. No	Course Code	Course Title	Pre-req	Cr Hrs
1.	CS130	Database Systems	-	3-0-3
2.	CS130L	Database Systems Lab	-	0-1-1
3.	CYXXX	Cyber Security Elective III	-	2-0-2
4.	CYXXXL	Cyber Security Elective III Lab	-	0-1-1
5.	CYXXX	Cyber Security Elective IV	-	2-0-2
6.	CYXXXL	Cyber Security Elective IV Lab	-	0-1-1
7.	EL400	Technical and Business Writing	-	3-0-3
8.	BA353	Entrepreneurship	-	2-0-2
9.	CY491	Final Year Project-I	List A*	0-1-1
Total Cr Hrs				12-4-16
Total Contact Hours: 24

Semester VII

S. No	Course Code	Course Title	Pre-req	Cr Hrs
1.	MA301	Probability and Statistics	-	3-0-3
2.	XXXXX	Supporting Elective	-	3-0-3
3.	CS332	Design and Analysis of Algorithms	CS216,CS216L	3-0-3
4.	CYXXX	Cyber Security Elective V	-	2-0-2
5.	CYXXXL	Cyber Security Elective V Lab	-	0-1-1
6.	CYXXX	Cyber Security Elective VI	-	2-0-2
7.	CYXXXL	Cyber Security Elective VI Lab	-	0-1-1
8.	CY492	Final Year Project –II	CY491	0-2-2
Total Cr Hrs				13-4-17
Total Contact Hours: 25

Semester VIII

S. No	Course Code	Course Title	Pre-req	Cr Hrs
1.	CS470	Professional Practices	-	2-0-2
2.	CYXXX	Cyber Security Elective VII	-	2-0-2
3.	CYXXXL	Cyber Security Elective VII Lab	-	0-1-1
4.	HU405	Ideology and Constitution of Pakistan	-	2-0-2
5.	CS215	Information Security	-	2-0-2
6.	CS215L	Information Security Lab	-	0-1-1
7.	CY493	Final Year Project – III	CY492	0-3-3
Total Cr Hrs				8-5-13
Total Contact Hours: 23

Total No. of Credit Hours: 134

Total No. of Courses: 46

*List A

Pre-requisites for CY-491 Final Year Project-I

S No	Course Code	Course Title	Pre-req	Cr Hrs
1.	CS111	Programming Fundamentals	-	3-0-3
2.	CS111L	Programming Fundamentals Lab	-	0-1-1
3.	CS112	Object Oriented Programming	CS111,CS111L	3-0-3
4.	CS112L	Object Oriented Programming Lab	CS111,CS111L	0-1-1
5.	CS216	Data Structures	CS112,CS112L	3-0-3
6.	CS216L	Data Structures Lab	CS112,CS112L	0-1-1
7.	CS325	Operating Systems	-	2-0-2
8.	CS325L	Operating Systems Lab	-	0-1-1
9.	CY102	Introduction to Cyber Security	-	2-0-2
10.	CY102L	Introduction to Cyber Security Lab	-	0-1-1
11.	CS260	Computer Networks	-	2-0-2
12.	CS260L	Computer Networks Lab	-	0-1-1
13.	CY223	Network Security	CS260,CS260L	3-0-3
14.	CY223L	Network Security Lab	CS260,CS260L	0-1-1

Total Credits = 130

Course Description with CLOs

Fall 2023 Batch

Semester-I

Code	Course Title	CLO		Bloom’s level	GA
CS181	Application of Information & Communication Technologies	01	Understand the fundamentals, hardware, software, and communication components of existing and emerging ICT systems	C2	1
		02	Explain the emerging and disruptive technologies	C2	1
		03	Effective use of basic ICT tools applications	C3	2
		04	Understand the process modeling for problem-solving	C3	4
CS111	Programming Fundamentals	01	Understand and recognize the syntax of different constructs of structured programming	C2	1
		02	Understand problem and design logic using programming constructs	C3	2
		03	Demonstrate the ability to test, debug, and correct the structured program	C5	3
		04	Apply programming knowledge and design algorithms that solve small-to-moderate scale computational problems	C3	4
CY104	Introduction to Cyber Security	01	To be able to identify computer system threats	C2	2
		02	To be able to identify attacks related to end point and network, and understand the stages of attack and payloads	C2	3
		03	To be able to use appropriate tools for preventing and detecting the attacks related to end point systems and network (For Lab)	C3	5
		04	To be able to implement various data protection techniques	C3	5
		05	Understanding of digital forensics needs and commonly used tools	C2	2
EL170	Functional English	01	Understand basic grammar rules, dynamics of paragraph and technical writing.	C2	7
		02	Apply basic grammar rules to the contexts relevant to Computing and AI through paragraphs, academic, and technical writing by using relevant vocabulary.	C3	7
		03	Demonstrate the ability to deliver well-structured and engaging presentations, utilizing practical oral communication and interviewing skills to articulate complex ideas, analyze information, and present innovative solutions with clarity and confidence.	C3	3
		04	Create paragraphs, emails, letters, infographics, and book reviews.	C6	7
HU124	Islamic Studies and Ethics	01	Explain several fundamental concepts of religion, including Tafsir, Hadith, Seerah, Islamic Law and History etc.	C2	8
		02	Relate the basic concepts of our religion and its importance in their day-to-day life.	C3	8
		03	Comprehend the Islamic ethical values to promote healthy environment.	C2	8
MA216	Discrete Structures	01	Understand the key concepts of Discrete Structures such as Sets, Permutations, Relations, Graphs, and Trees etc..	C2	2
		02	Apply formal logic proofs and/or informal, but rigorous, logical reasoning to real problems, such as predicting the behavior of software or solving problems such as puzzles	C3	3
		03	Apply discrete structures into other computing problems such as formal specification, verification, databases, artificial intelligence, and cryptography.	C3	3
		04	Differentiate various discrete structures and their relevance within the context of computer science, in the areas of data structures and algorithms, in particular.	C3	3

Semester-II

Code	Course Title	CLO		Bloom’s Level	GA
CS112	Object-Oriented Programming	01	Understand principles of the object-oriented paradigm	C2	1
		02	Apply the object-oriented paradigm to solve real-world problems	C3	2
		03	Design and implement a solution to a small/medium industrial project using an object-oriented paradigm	C6	4
		04	Understand basics of graphical user interface	C2	5
EE123	Digital Logic Design	01	Understand the fundamental concepts of digital logic design including basic and universal gates, number systems, binary coded systems, basic components of combinational and sequential circuits	C2	1
		02	Explain the basic techniques of digital electronic circuits design including Boolean algebra and multi-variable Karnaugh map	C2	2
		03	Illustrate the working of small-scale combinational and sequential digital circuits	C3	2
		04	Interpret real world problems and solve them using small-scale combinational and synchronous sequential digital circuits	C3	4
		05	Use digital design concepts to construct various logical, combinational and sequential circuits in simulations and on hardware.	P2	4
		06	Apply acquired problem-solving knowledge both in individual capacity and teamwork to reproduce results.	P3	6
		07	Ability to respond with effective verbal and writing skills.	A2	7
MA201	Linear Algebra	01	Identify solutions of systems of linear equations by Gaussian Elimination and matrix inversion and carry out matrix operations including inverses and determinants.	C1	1
		02	Demonstrate understanding of the concepts of vector space, subspace, linear independence, span, basis, and linear transformations.	C2	1
		03	Solve Eigenvalue problems by determining eigenvalues and eigenvectors.	C3	2
		04	Apply principles of Linear Algebra in Engineering problems.	C3	2
		05	Illustrate the use of inner products in finding orthonormal bases.	C3	1
SE101	Introduction to Software Engineering	01	Understand the fundamentals of software engineering	C2	1
		02	Analyze given problem scenario and apply software engineering concepts for solution development	C4	3
		03	Construct design model of a small software system using state of the art tools	C6	4
		04	Apply software quality assurance and testing principles to software systems	C3	5
		05	Discuss key principles and common methods for software project management such as scheduling, size estimation, cost estimation, and risk analysis	C2	1, 2, 7
PHY-111	Applied Physics	01	Describe the knowledge of fundamental concepts in physics.	C1	1
		02	Understand the fundamental laws of electromagnetism and problem solving.	C2	2
		03	Apply the concept of electric current, magnetic fields and electromagnetism to solve problems.	C3	3
		04	Apply the instrumental knowledge coupled with laws and theories of electricity, magnetism and optics for real life applications.	C3	1
		05	Perform the experiments by written/verbal instructions to understand basic concepts of electricity, magnetism and optics.	P2	6

Semester-III

Code	Course Title	CLO		Bloom’s Level	GA
CS216	Data Structures & Algorithms	01	Understand various data structures and algorithms	C2	1
		02	Examine and choose appropriate data structures and algorithms for real-world computing problems	C4	2
		03	Implement various data structures and algorithms using different programming languages	C3	4
		04	Analyze algorithms and determine associated time complexities	C4	3
CS260	Computer Networks	01	Describe the key terminologies and technologies of computer networks	C2	1
		02	Explain the services, functions, and standards (RFCs) for each layer in the Internet protocol stack	C2	1
		03	Identify various internetworking devices, protocols, and their functions in a network	C2	1
		04	Analyze working and performance of key technologies, algorithms, and protocols	C4	3
		05	Design and develop network protocols, applications, and components based on RFCs	C6	4
CY103	Information Assurance	01	Understand fundamentals of information assurance and legal/ethical issues of information security	C2	1
		02	Identify, analyze and assess risks in an organization using popular methodologies to manage these risks	C5	3
		03	Identify significant national and international security-related laws and explain how organizations achieve compliance with these and specific industry standards	C2	2
		04	Assess security posture of an organization, formulate information security policies and propose a plan to develop, implement, and maintain an effective policy	C6	3, 4
		05	Develop contingency, incident response, and business continuity plans and describe the principal components of cybersecurity system implementation planning	C6	4, 6
CS226	Computer Organization and Assembly Language	01	Understand the basic knowledge of computer organization, computer architecture, and assembly language	C2	1
		02	Apply the concepts assembly language techniques	C3	5
		03	Analyze the high-level language constructs from the lower level language	C4	3
		04	Use assembly language for basic reverse engineering problems	C3	2
MA110	Calculus and Analytical Geometry	01	Recognize properties of functions and their inverses, define range and domain of functions	C1	2
		02	Understand/comprehend the ideas of limits and continuity of a function	C2	2
		03	Express integration as an anti-derivative of a function. Identify and apply different techniques to solve indefinite/definite integrals	C2	2
		04	Apply the concepts of derivatives and integrations to solve problems in science and engineering.	C3	3
		05	Analyze the behaviour of a function in its vicinity and use this analysis to sketch the graph of polynomial functions	C3	3

Semester-IV

Code	Course Title	CLO		Bloom’s Level	GA
CS325	Operating Systems	01	Understand the fundamentals of operating systems	C2	1
		02	Understand the core services of the operating systems	C2	1
		03	Analyze and evaluate algorithms of the core services	C5	3
		04	Understand the kernel level implementation of LINUX and modify some of the components	C3	2
MA-105	Multivariable Calculus	01	Comprehend to locate and use information for solving calculus problems in several variables and effectively write mathematical solutions	C1	1
		02	Apply appropriate techniques for solving a variety of integration and differentiation problems while effectively interpreting the problems	C2	2
		03	Setup and solve application problems involving double and triple integrals	C3	2
		04	Comprehend to differentiate and integrate vector-valued functions	C2	1
		05	Acquire an intuitive and computational understanding for calculus applications by solving a variety of problems from physics, engineering and mathematics	C4	2
CY223	Network Security	01	Understand the security aspects of computer networks, attacks, exploits, and vulnerabilities	C2	1
		02	Configure and use network defense technologies to prevent attacks	C3	2
		03	Design and develop network defense solutions	C3	3
		04	Evaluate existing research-based network security solutions and propose improvements in existing state-of-the-art	C2	1
CY256	Secure Software Development	01	Critically evaluate the threats and vulnerabilities associated with information, computing and management systems and use required security principles.	C2	2
		02	Model system artifacts with threat and vulnerability aspects	C6	3
		03	Apply analysis and testing skills in the development of software from vulnerability and threat perspective along with mechanisms to mitigate them.	C4	4
		04	Explore new avenues in secure software development and their strengths and limitations	C4	10

Semester-V

Code	Course Title	CLO		Bloom’s Level	GA
CY334	Digital Forensics	01	Understand forensic needs, incident handling, laws, standards, regulations, and ethical values	C2	1
		02	Perform investigation of multiple digital devices for cybercrimes using forensic tools	C3	2
		03	Perform investigation for multiple platforms, media, and applications for cybercrimes using forensic tools	C3	3
		04	Write forensic reports based on findings of investigations performed by forensic tools.	C3	7
CS426	Parallel and Distributed Computing	01	Describe the fundamental concepts of a high-performance distributed computing system	C1	1
		02	Differentiate between client-server and P2P models as well as describe distributed systems such as DNS and CDN	C1	1
		03	Analyze the performance of serial and parallel programs	C4	3
		04	Design and develop programs for execution on parallel and distributed machines	C6	4
CS344	Artificial Intelligence	01	Understand the fundamentals of artificial intelligence and its application areas	C2	1
		02	Formulate real-world problems as state-space problems, optimization problems, or constraint satisfaction problems	C6	2,3
		03	Design and develop AI techniques to solve real-world problems	C6	4,5
EL271	Expository Writing	01	Demonstrate understanding of concepts of communication and extend their application to real-life contexts.	C2	7
		02	Elaborate on topics, concepts and ideas argumentatively through enhanced writing mechanics and techniques.	C3	7
		03	Perform communication confidently and build effective presentations with successful integration of technology.	C3	7
HU411	Civics and Community Engagements	01	Understanding of community dynamics and overall organization of the society	C3, C4	6
		02	Recognize and exercise their right, responsibilities, and the significance of active citizenship in positive societal development	C2	9
		03	Identify and critically evaluate social issues and implement practicable community-based solutions.	C2, C4	7
		04	Understand the concept of human rights and its significance	C2	9
		05	Appreciate diverse viewpoints and inter-cultural harmony	C2, C3	9

Semester-VI

Code	Course Title	CLO		Bloom’s Level	GA
CS130	Database Systems	01	Understand fundamental database concepts and differentiate between various types of database management systems	C2	1
		02	Design database schemas for a real-world scenario, and implement the design into database applications using advanced constructs	C6	3, 6
		03	Examine functional dependencies and resolve anomalies in a database	C4	4
		04	Use Structured Query Language (SQL) for database definition, manipulation, and optimization	C3	5
		05	Implement security mechanisms in database applications to guard against common threats	C3	4
EL400	Technical and Business Writing	01	Identify salient features of technical and business communication.	C2	7
		02	Illustrate graphically and display information on subjects of general, technical and business nature.	C3	7
		03	Compose technical documents and write reports both in technical and business domains.	C6	7
BA353	Entrepreneurship	01	Assess their personal motivations and readiness for entrepreneurship within the cybersecurity industry.	C5	1
		02	Learn to identify and evaluate innovative business ideas tailored to the cybersecurity sector.	C5	2
		03	Acquire the skills to create a comprehensive business plan, outlining the steps required to transform a cybersecurity idea into a functional entrepreneurial firm.	C3	3
		04	Develop the knowledge and strategies needed to effectively manage and grow an entrepreneurial venture.	C6	4

Semester-VII

Code	Course Title	CLO		Bloom’s Level	GA
CS332	Design and Analysis of Algorithms	01	Identify the characteristics of data and/or other conditions or assumptions that lead to different behaviors of an algorithm	C1	1
		02	Describe the time and space complexity of simple algorithms	C2	2
		03	Use big O, Omega, Theta notation formally to give asymptotic upper bounds on time and space complexity of algorithms	C3	3
MA301	Probability and Statistics	01	Recognize descriptive techniques to the statistical data and explain the significance of theory of probability analysis related to engineering research.	C1	1
		02	Understand the ideas of Probability Distribution functions and apply the information of Probability functions of the Events for their statistical data.	C2	2
		03	Analyze engineering processes whether in control or out of control using quality control charts.	C3	3

Semester-VIII

Code	Course Title	CLO		Bloom’s Level	GA
CS215	Information Security	01	Understand data security controls and secure data handling	C2	1
		02	Apply Cryptography for secure architecture design	C3	3
		03	Understand Authentication, Authorization, and Access Control mechanisms	C2	1
		03	Understand Authentication, Authorization, and Access Control mechanisms	C2	1
		03	Understand Authentication, Authorization, and Access Control mechanisms	C2	1
04	Analyze and assess the security deployments and their regular up-dation	C4	2
05	Understand security management and incident response	C2	1
CS470	Professional Practices	01	Describe positive and negative ways in which computer technology (networks, mobile, and cloud computing) alters modes of social interaction at the personal level	C2	1,8,9
		02	Understand the ethical responsibility of ensuring software correctness, reliability, and safety	C2	1,8
		03	Analyze the global computing issues and the role of professionals in managing this problem	C5	3,8
		04	Understand the rationale for legal protection of intellectual property and identify the intangible digital intellectual property	C5	1,8,9
		05	Describe the motivation and ramifications of cyber terrorism and criminal hacking and examine the ethical and legal issues surrounding the misuse of access and breaches in security	C5	9
		06	Write clear concise and accurate technical documents following well-defined standards	C3	2,7
HU405	Ideology and Constitution of Pakistan	01	Know and understand governance structure, political processes, constitutional and legislative development and myriad cultures of Pakistan with a sense of ownership and contribution to the country.	C1	6
		02	Understand the ideological and historical struggle in the creation of Pakistan	C2	6
		03	Demonstrate the knowledge and education in practical life	C3	10

Cyber Security Elective Courses

Note: A student has to choose seven elective courses from the list given below. A student is allowed to choose one elective course from the domain core or domain elective courses offered by any other computing program offered at Air University.

S. No	Course Code	Course Title	Cr Hrs
Group A: Software Security and Information Assurance
1.	CY300	Cyber Security Management	2-0-2
1.	CY300L	Cyber Security Management Lab	0-1-1
2.	CY301	Cyber Ethics	3-0-3
3.	CY302	Human Behaviors in Cyber Security	3-0-3
4.	CY303	Cyber Security and Governance	3-0-3
5.	CY404	Cyber Warfare	3-0-3
6.	CY405	Operating System Security	2-0-2
6.	CY405L	Operating System Security Lab	0-1-1
7.	CY306	Secure Web Development	2-0-2
7.	CY306L	Secure Web Development Lab	0-1-1
8.	CY407	Compliance and Auditing in Defense Systems	2-0-2
8.	CY407L	Compliance and Auditing in Defense Systems Lab	0-1-1
9.	CY308	Generating Software Security Tests	2-0-2
9.	CY308L	Generating Software Security Tests Lab	0-1-1
10.	CY409	Automated Debugging	2-0-2
10.	CY409L	Automated Debugging Lab	0-1-1
Group B: Cryptography
1.	CY210	Number Theory	2-0-2
1.	CY210L	Number Theory Lab	0-1-1
2.	CY312	Cryptography	2-0-2
2.	CY312L	Cryptography Lab	0-1-1
3.	CY313	Cryptanalysis	2-0-2
3.	CY313L	Cryptanalysis Lab	0-1-1
4.	CY314	Cryptomining	2-0-2
4.	CY314L	Cryptomining Lab	0-1-1
5.	CY414	Blockchain Security	2-0-2
5.	CY414L	Blockchain Security Lab	0-1-1
6.	CY415	Steganography	2-0-2
6.	CY415L	Steganography Lab	0-1-1
7.	CY416	Quantum Cryptography	2-0-2
7.	CY416L	Quantum Cryptography Lab	0-1-1
8.	CY317	Applied Cryptography	2-0-2
8.	CY317L	Applied Cryptography Lab	0-1-1
Group C: Digital Forensics and Incident Response
1.	CY220	Reverse Engineering and Vulnerability Assessment	2-0-2
1.	CY220L	Reverse Engineering and Vulnerability Assessment Lab	0-1-1
2.	CY321	Computer Forensics	2-0-2
2.	CY321L	Computer Forensics Lab	0-1-1
3.	CY322	Network Forensics	2-0-2
3.	CY322L	Network Forensics Lab	0-1-1
4.	CY323	Smart Devices Forensics	2-0-2
4.	CY323L	Smart Devices Forensics Lab	0-1-1
5.	CY326	Social Media Forensics	2-0-2
5.	CY326L	Social Media Forensics Lab	0-1-1
6.	CY327	Database Security	2-0-2
6.	CY327L	Database Security Lab	0-1-1
7.	CY328	Malware Analysis	2-0-2
7.	CY328L	Malware Analysis Lab	0-1-1
8.	CY429	Cyber Threat Intelligence	2-0-2
8.	CY429L	Cyber Threat Intelligence Lab	0-1-1
Group D: Network and Infrastructure Security
1.	CY330	Ethical Hacking and Defense	2-0-2
1.	CY330L	Ethical Hacking and Defense Lab	0-1-1
2.	CY331	Wireless Networks Security	2-0-2
2.	CY331L	Wireless Networks Security Lab	0-1-1
3.	CY332	Linux Fundamentals	2-0-2
3.	CY332L	Linux Fundamentals Lab	0-1-1
4.	CY433	Penetration Testing	2-0-2
4.	CY433L	Penetration Testing Lab	0-1-1
5.	CY434	Business Infrastructure and Security	2-0-2
5.	CY434L	Business Infrastructure and Security Lab	0-1-1
6.	CY435	Internet Security	2-0-2
6.	CY435L	Internet Security Lab	0-1-1
7.	CY437	Privacy-Enhancing Technologies	2-0-2
7.	CY437L	Privacy-Enhancing Technologies Lab	0-1-1
Group E: Cyber Physical and Embedded System Security
1.	CY340	Embedded System Security	2-0-2
1.	CY340LL	Embedded System Security Lab	0-1-1
2.	CY341	Smart and Autonomous Vehicle Security	2-0-2
2.	CY341L	Smart and Autonomous Vehicle Security Lab	0-1-1
3.	CY342	OT Security	2-0-2
3.	CY342L	OT Security Lab	0-1-1
4.	CY443	Cyber Physical System Security	2-0-2
4.	CY443L	Cyber Physical System Security Lab	0-1-1
5.	CY444	UAV Security	2-0-2
5.	CY444L	UAV Security Lab	0-1-1
6.	CY445	Distributed Control System Security	2-0-2
6.	CY445L	Distributed Control System Security Lab	0-1-1
7.	CY449	Applied Physical Attacks and Hardware Pen testing	2-0-2
7.	CY449L	Applied Physical Attacks and Hardware Pen testing Lab	0-1-1
Group F: Applied Cyber Security
1.	CY350	Machine Learning in Cyber Security	2-0-2
1.	CY350L	Machine Learning in Cyber Security Lab	0-1-1
2.	CY351	Web Application Security	2-0-2
2.	CY351L	Web Application Security Lab	0-1-1
3.	CY352	Cloud Computing Security	2-0-2
3.	CY352L	Cloud Computing Security Lab	0-1-1
4.	CY353	Cyber Security Tool Development	2-0-2
4.	CY353	Cyber Security Tool Development Lab	0-1-1
5.	CY454	Cyber Security for AI and AI for Cyber Security	2-0-2
5.	CY454L	Cyber Security for AI and AI for Cyber Security Lab	0-1-1
6.	CY455	Usable Security and Privacy	2-0-2
6.	CY455L	Usable Security and Privacy Lab	0-1-1
7.	CY356	Cyber Security Analytics	2-0-2
7.	CY356L	Cyber Security Analytics Lab	0-1-1
8.	CY358	Financial Systems Security	2-0-2
8.	CY358L	Financial Systems Security Lab	0-1-1
9.	CY359	Space Systems Cyber Security	2-0-2
9.	Cy359L	Space Systems Cyber Security Lab	0-1-1

University Elective Courses

S.No	Code	Course Title	CLO	Bloom’s level	PLO
1	BA156	Entrepreneurship	Identify the ethical and legal practices in entrepreneurship applied in business world.	C2	1
			Know the actual cases of successful and unsuccessful entrepreneurial initiatives and are able to analyze different cases both actual and imaginary by applying the theoretical concepts	C2	1
			Demonstrate an understanding of taught concepts through a business plan development that integrates all technical dimensions of a successful business start up	C5	4
2	BA157	Management Information Systems	Student understand the roles of Information Systems in contemporary organizations	C4	1, 3
			Students learn various types of information systems at various levels of the organizations	C3	1, 2
			Student learn how to analyze and design an information system based on user requirements	C3	5
			Students understand the strategic role of information systems and information technology in organizations.	C5	4
3	BA241	Principles of Marketing	Ability to demonstrate people skills by successfully working in teams/groups	C2	1
			Superior communication skills and ability to carry out professional presentations	C1	1, 2
			Enhanced analytical abilities in diagnosing marketing issues and devising smart marketing decisions	C2	3, 4
4	HU313	Industrial Psychology	Demonstrate an understanding of the basic elements of Industrial Psychology.	C2	8, 9
			Get familiarize with what I/O psychology is and what I/O psychologists do.	C5	7,8
			Understand organizational culture be able to deal with any	C3	8
5	HU317	Interpersonal Skills/Public Relations	Develop an understanding of interpersonal communication processes.	C2	1
			Gain skills in active listening and receiving information from others.	C3	5
			Develop the ability to work in a team by successful integration of theory and practice of interpersonal skills.	C5	3, 4
			Undertake self-direction and independent learning.	C5	3, 4
6	HU214	Introduction to Sociology	To explain sociological knowledge in everyday life.	C2	1
			To analyze social and moral issue through sociological knowledge.	C2	1
			To demonstrate the idea of respecting genders in different spheres of life.	C3	5
			To apply the knowledge in everyday life to resolve social problems.	C2	1
7	FL201	Foreign Language: French	Identify similarities and differences in vocabulary and recognize functions of grammatical units (parts of speech and phrases) and use formal / informal in two languages i.e. French and English	C2	1
			Demonstrate that French is not a completely alien language and that students are already familiar with 30-40% of the French vocabulary	C4	3
			Use basic French expressions to achieve optimum command on everyday expressions and carry out conversations in daily life	C3	4, 5
			Apply knowledge of the language to examine the importance of language skills as a significant step towards career advancements, become a native like speaker of the language, teach others and develop one’s own desire to learn new language.	C5	10
8	FL202	Foreign Language: Chinese	Identifying Chinese characters that are having similar or different way of writing, and their meanings, with reference to the identification of sounds in isolation and combined with more than one characters.	C1	7
			Demonstrate the understanding of each character in grammatical, and vocabulary usage in formal and informal way of speech and in written.	C2	7
			Usage of Chinese vocabulary in different occasion. Chinese is a different language as compared to other language. Benefit of Mandarin which are used in different countries	C3	7
			Usage of Chinese vocabulary in different occasion. Chinese is a different language as compared to other language. Benefit of Mandarin which are used in different countries	C4, C6	10
9	HU414	Social Service	To describe societal significance of social problems and to identify solutions.	C1	9
			To apply the sociological knowledge and become an active members of the society to serve humanity.	C5, C6	10

Master Programs

Master of Science in System Security (Evening)

The distribution of all the credit hours of core and elective courses along with thesis is given below

Category or Area	Credit Hours
Core	13
Domain Security Electives	09
Engineering Domain Elective	03
Thesis	06
Total Credit Hours	31

Core Courses

Following is the list of core courses for MS in Systems Security Program.

S.No	Title	Code	Cr.Hrs
1	Critical Infrastructure Security		3
2	Secure System Development		3
3	Mathematics for Cyber Security		3
4	Operating System Security		3
5	Research Methodology		1
	Total Credit Hours		13

Semester Details

Semester I

S.No	Course Code	Course Title	Credit Hrs
1		Critical Infrastructure Security (Core)	3
2		Research Methods	1
3		Domain Security Elective I	3
3		Engineering Domain Elective	3
		Total	10

Semester II

S.No	Course Code	Course Title	Credit Hrs
1		Secure System Development(Core)	3
2		Domain Security Elective II	3
3		Mathematics for Cyber Security (Core)	3
		Total	09

Semester III

S.No	Course Code	Course Title	Credit Hrs
1		Operating System Security (Core)	3
2		Domain Security Elective III	3
3		Partial Registration of MS Thesis	6
		Total	12

Semester IV

S.No	Course Code	Course Title	Credit Hrs
1		Thesis	6
		Total	06
		Grand Total	31

Master of Science in Cyber Security (Evening)

Distribution of Total Credit Hours

The distribution of all the credit hours of core and elective courses along with thesis is given below.

Category or Area	Credit Hours
Core	11
Electives	15
Thesis	06
Total Credit Hours	32

Semester Wise Study Plan

The semester wise study plan of MS in Cyber Security is as follows.

S. #.	Course Code	Course Title	Credit Hours
Semester –I
1	CY 706	Data and Software Security (Core)	3-0-3
2	CY 745	Mathematics for Cyber Security (Core)	3-0-3
3	CY 631	Applied Network Security (Core)	3-0-3
3	CY 631L	Applied Network Security Lab (Core)	0-1-1
Semester Cr. Hrs.			10
Semester –II
1.	CS 710	Research Methodology (Core)	1-0-1
2	CY XXX	Elective-I	3-0-3
3.	CY XXX	Elective-II	3-0-3
4.	CYXXX	Elective-III	3-0-3
Semester Cr. Hrs.			10
Semester –III
1	CY XXX	Elective-IV	3-0-3
2	CY XXX	Elective-V	3-0-3
3	CY 799	MS Thesis	6-0-6
Semester Cr. Hrs.			12
Semester –IV
1	CY 799	MS Thesis (continued)	- (continued)
Semester Cr. Hrs.			-
Total Cr. Hrs.			32

Core Courses

Following is the list of core courses for MS in Cyber Security Program.

Sr. #	Code	Title	Cr. Hrs.
1	CY 706	Data and Software Security	3-0-3
2, 3	CY 631	Applied Network Security	3-0-3
2, 3	CY 631L	Applied Network Security Lab	0-1-1
4	CY 718	Mathematics for Cyber Security	3-0-3
5	CS 710	Research Methodology	1-0-1
		Total	11

Course Codes Terminology:

CY	X	X	X
Degree	Year	Group	Level

Elective Domains

Following is a non-exhaustive list of elective courses. New elective courses may be added to this list. Students may be recommended to make their choice of electives, in the light of a soft specialization within the field of Cyber Security.

MS students will opt 600 and 700 level courses.
PhD students will opt for a well-balanced course work as recommended by GEC, ensuring that 50% of course work is of 800 level.

Group A: Software Security and Information Assurance

S. #.	Course Code	Course Title	Credit Hours
1.	CY 700	Advanced Software Security	3-0-3
2.	CY 701	Cyber Security Professional Ethics	3-0-3
3.	CY 702	Human Behavior in Cyber Security	3-0-3
4.	CY 703	Vulnerability Assessment & Reverse Engineering	3-0-3
5.	CY 704	Cyber Warfare	3-0-3
6.	CY 705	Operating System Security	3-0-3
7.	CY 706	Data and Software Security	3-0-3
8.	CY 809	Special Topics in Reverse Engineering	3-0-3
9.	CY 802	Advanced Topics in Human Behavior in Cyber Security	3-0-3
10.	CY 707	Compliance & Auditing in Digital Systems	3-0-3
11.	CY 608	Information Assurance	3-0-3
12.	CY 609	Cyber Psychology	3-0-3
13.	CY 804	Cyber Operations	3-0-3
14.	CY 708	Security Risk Management	3-0-3

Group B: Cryptography

S. #.	Course Code	Course Title	Credit Hours
1.	CY 613	Advanced Cryptanalysis	3-0-3
2.	CY 614	Block chain Security	3-0-3
3.	CY 615	Steganography	3-0-3
4.	CY 716	Cryptographic Algorithms	3-0-3
5.	CY 717	Special Topics in Cryptography	3-0-3
6.	CY 718	Mathematics for Cyber Security	3-0-3
7.	CY 818	Quantum Cryptography	3-0-3
8.	CY 814	Crypto-mining	3-0-3

Group C: Digital Forensics and Incident Response

S. #.	Course Code	Course Title	Credit Hours
1.	CY 620	Computer Forensics	3-0-3
2.	CY 621	Social Media Forensics	3-0-3
3.	CY 622	Network Forensics	3-0-3
4.	CY 723	Smart Devices Forensics	3-0-3
5.	CY 728	Advanced Malware Analysis	3-0-3
6.	CY 820	Special Topics in Computer Forensics	3-0-3
7.	CY 826	Special Topics in Digital Forensics	3-0-3
8.	CY 725	Memory Forensics	3-0-3
9.	CY 728	Cloud Forensics	3-0-3
10.	CY 727	Database Security	3-0-3
11.	CY 629	Open Source Intelligence Techniques	3-0-3

Group D: Network and Infrastructure Security

S. #.	Course Code	Course Title	Credit Hours
1.	CY 630	IoT Security	3-0-3
2.	CY 631	Applied Network Security	3-0-3
3.	CY 732	Wireless Networks Security	3-0-3
4.	CY 633	Security of Complex Networks	3-0-3
5.	CY 734	Advanced Network Security	3-0-3
6.	CY 735	Cyber Threat Intelligence	3-0-3
7.	CY 836	Special Topics in Network Security	3-0-3
8.	CY 832	Special Topics in Wireless Network Security	3-0-3
9.	CY 730	Ethical Hacking and Defence	3-0-3
10.	CY830	Advanced Ethical Hacking and Defence	3-0-3

Group E: Cyber Physical and Embedded System Security

S. #.	Course Code	Course Title	Credit Hours
1.	CY 640	Embedded Systems Security	3-0-3
2.	CY 741	Critical Infrastructure Security	3-0-3
3.	CY 743	Advanced Cyber-Physical Systems Security	3-0-3
4.	CY 740	Advanced Topics in Embedded Systems Security	3-0-3
5.	CY746	Applied Physical Attacks and Hardware Pen testing	3-0-3

Group F: Applied Cyber Security

S. #.	Course Code	Course Title	Credit Hours
1.	CY 752	Cloud Computing Security	3-0-3
2.	CY 651	Web Application Security	3-0-3
3.	CY 654	Artificial Intelligence in Cyber Security	3-0-3
4.	CY 852	Special Topics in Cloud Computing Security	3-0-3
5.	CY 754	Special Topics of Machine Learning in Cyber Security	3-0-3
6.	CY 655	Usable Security and Privacy	3-0-3
7.	CY 756	Cyber Security Analytics	3-0-3
8.	CY 658	Financial Systems Security	3-0-3
9.	CY 759	Space Systems Cyber Security	3-0-3
10.	CY 752	Cloud Computing Security	3-0-3

Master of Science in Cryptology (Evening)

Distribution of Total Credit Hours

The distribution of all the credit hours of core and elective courses along with thesis is given below.

Category or Area	Credit Hours
Core	13
Electives	12
Thesis	06
Total Credit Hours	31

Core Courses

Sr. #	Code	Title	Cr. Hrs.
1	CR 604	Algorithmic Theory and Programming	2-1-3
2	CR 621	Number Theory and Finite Fields	3-0-3
3	CR 631	Cryptography	3-0-3
4	CR 641	Analysis of Stochastic Systems	3-0-3
5	CR 710	Research Methodology	1-0-1
Total			13

Semester Wise Study Plan

The semester wise study plan of MS in Cyber Security is as follows.

Semester I

S.#	Course	Course Title	Credit Hours
1	CR 604	Algorithmic Theory and Programming(Core)	3-0-3
2	CR 604L	Algorithmic Theory and Programming Lab(Core)	3-0-3
3	CR 621	Number Theory (Core)	3-0-3
4	CR 631	Cryptography (Core)	1-0-1
Semester Cr. Hrs			9

Semester II

S.#.	Course	Course Title	Credit Hrs
1	CR 641	Analysis of Stochastic Systems (Core)	3-0-3
2	CR 710	Research Methodology (Core)	1-0-1
3	CR XXX	Elective 1	3-0-3
4	CR XXX	Elective 2	3-0-3
Semester Cr. Hrs.			10

Semester III

S.#.	Course	Course Title	Credit Hrs
1	CR XXX	Elective 3	3-0-3
2	CR XXX	Elective 4	3-0-3
3	CR 799	Partial Registration of MS Thesis	6-0-6
Semester Cr. Hrs.			10

Semester IV

S.No	Course Code	Course Title	Credit Hrs
1	CR 799	MS Thesis (continued)	- (continued)
Semester Cr. Hrs			-
Total Cr. Hrs			31

Elective courses

Following is the list of core courses for MS in Cyber Security Program.

S.#.	Course	Course Title
1	CR XXX	Quantum Cryptography
2	CR XXX	Design and Analysis of Symmetric Ciphers
3	CR XXX	Design and Analysis of Asymmetric Ciphers
4	CR XXX	Advanced Cryptography
5	CR XXX	Elliptic Curve Cryptography (ECC)
6	CR XXX	Combinatorics
7	CR XXX	Financial Derivatives
8	CR XXX	Crypto-Steganography
9	CR XXX	Cryptanalysis
10	CR XXX	Applied Cryptography
11	CR XXX	Reverse Engineering for Cryptography
12	CR XXX	Machine Learning Algorithms
13	CR XXX	Historical and Legal Aspects of Cryptography
14	CR XXX	Simulation
15	CR XXX	S-Box Design and Analysis
16	CR XXX	Crypto Processor Design
17	CR XXX	Block chain and Crypto-currency
18	CR XXX	Application of Finite Fields
19	CR XXX	Game Theory

Master of Science in Digital Forensics (Evening)

Distribution of Total Credit Hours

The distribution of all the credit hours of core and elective courses along with thesis is given below.

Category or Area	Credit Hours
Core	11
Domain Security Electives	15
Thesis	06
Total Credit Hours	32

Following is the list of core courses for the MS in Digital Forensics Program.

Core Courses

Sr. #	Code	Title	Cr. Hrs.
1	DF 711	Digital Forensics Investigation Management	3-0-3
2	DF 712	Digital Forensics Tools & Techniques	3-0-3
3	DF 713	Digital Forensics Tools & Techniques	3-0-3
4	DF 713L	Digital Forensics Tools & Techniques Lab	0-1-1
5	DF 710	Research Methodology	1-0-1
Total			11

Semester Wise Study Plan

The semester-wise study plan for MS in Digital Forensics is as follows.

The semester wise study plan of MS in Cyber Security is as follows.

Semester I

S.#	Course	Course Title	Credit Hours
1	DF 711	Digital Forensics Investigation Management (Core)	3-0-3
2	DF 712	Computer Forensics (Core)	3-0-3
3	DF XXX	Elective 1	3-0-3
4	DF 710	Research Methodology (Core)	1-0-1
Semester Cr. Hrs			10

Semester II

S.#.	Course	Course Title	Credit Hrs
1	DF 713	Digital Forensics Tools and Techniques (Core)	3-0-3
1	DF 713L	Digital Forensics Tools and Techniques Lab (Core)	1-0-1
2	DF XXX	Elective 2	3-0-3
3	DF XXX	Elective 3	3-0-3
Semester Cr. Hrs.			10

Semester III

S.#.	Course	Course Title	Credit Hrs
1	DF XXX	Elective 4	3-0-3
2	DF XXX	Elective 5	3-0-3
3	DF 799	Partial Registration of MS Thesis	6-0-6
Semester Cr. Hrs.			12

Semester IV

S.No	Course Code	Course Title	Credit Hrs
1	DF 799	Thesis (continued)	(continued)
Semester Cr. Hrs			-
Total Cr. Hrs			32

Note: *Semester-wise course distribution might be changed, if the need arises.

Elective courses

S.#.	Course	Course Title
Specialization 1: Forensics Investigation Management
1	DF 721	Quantum Cryptography
2	DF 722	Ethical Issues in Digital Forensics
3	DF 723	Cyber Laws and Compliance
4	DF 724	Cybercrime and Criminal Justice
5	DF 725	Financial & White Collar Crimes Investigations
6	DF 726	eDiscovery Forensics and Moot Courts
Specialization 2: Applied Digital Forensics
7	DF 731	Network Forensics
8	DF 732	Smart Devices Forensics
9	DF 733	Malware Forensics
10	DF 734	Social Media Forensics
11	DF 735	Cloud Forensics
12	DF 736	Operating System Forensics
13	DF 737	Multimedia Forensics
14	DF 738	Memory Forensics
Specialization 3: Digital Forensics Technologies
15	DF 741	Artificial Intelligence in Digital Forensics
16	DF 742	Incident Response Technologies
17	DF 743	Open Source Intelligence Techniques
18	DF 744	Drones Forensics
19	DF 745	Supervisory Control and Data Acquisition (SCADA) Forensics

PhD Programs

PhD Cyber Security (Evening)

PhD Cyber Security Curriculum

Distribution of total credit hours

Activity	Credit Hours
PhD Course Work	18
PhD Research Credits	30
Total Credit Hours	48*

*It is mandatory for a student to take the “Research Methodology” course of 1 credit if he/she did not study this course during Masters. This will add one more credit and make a total of 49 credit hours.

Semester Wise Study Plan

Semester	Task	Status	Credit Hours
1	Coursework (3 Courses of 3 Cr Hr each)	OK	09
2	Coursework (3 Courses of 3 Cr Hr each)	OK	09
3	Coursework + Comprehensive Exam, Thesis Supervisor Selection	OK	06
4	Research Proposal + Research Proposal Defense	OK	09
5	Research + Publication	OK	09
6	Thesis Write-up + External Review + Thesis Defense	OK	06
7	Extension…	If required

Course Codes Terminology:

CY	X	X	X
Degree	Year	Group	Level

Elective Domains

PhD students will opt for a well-balanced course work as recommended by GEC, ensuring that 50% of course work is of 800 level.

Group A: Software Security and Information Assurance

S. #.	Course Code	Course Title	Credit Hours
1.	CY 700	Advanced Software Security	3-0-3
2.	CY 701	Cyber Security Professional Ethics	3-0-3
3.	CY 702	Human Behavior in Cyber Security	3-0-3
4.	CY 703	Vulnerability Assessment & Reverse Engineering	3-0-3
5.	CY 704	Cyber Warfare	3-0-3
6.	CY 705	Operating System Security	3-0-3
7.	CY 706	Data and Software Security	3-0-3
8.	CY 809	Special Topics in Reverse Engineering	3-0-3
9.	CY 802	Advanced Topics in Human Behavior in Cyber Security	3-0-3
10.	CY 707	Compliance & Auditing in Digital Systems	3-0-3
11.	CY 608	Information Assurance	3-0-3
12.	CY 609	Cyber Psychology	3-0-3
13.	CY 804	Cyber Operations	3-0-3
14.	CY 708	Security Risk Management	3-0-3

Group B: Cryptography

S. #.	Course Code	Course Title	Credit Hours
1.	CY 613	Advanced Cryptanalysis	3-0-3
2.	CY 614	Block chain Security	3-0-3
3.	CY 615	Steganography	3-0-3
4.	CY 716	Cryptographic Algorithms	3-0-3
5.	CY 717	Special Topics in Cryptography	3-0-3
6.	CY 718	Mathematics for Cyber Security	3-0-3
7.	CY 818	Quantum Cryptography	3-0-3
8.	CY 814	Crypto-mining	3-0-3

Group C: Digital Forensics and Incident Response

S. #.	Course Code	Course Title	Credit Hours
1.	CY 620	Computer Forensics	3-0-3
2.	CY 621	Social Media Forensics	3-0-3
3.	CY 622	Network Forensics	3-0-3
4.	CY 723	Smart Devices Forensics	3-0-3
5.	CY 728	Advanced Malware Analysis	3-0-3
6.	CY 820	Special Topics in Computer Forensics	3-0-3
7.	CY 826	Special Topics in Digital Forensics	3-0-3
8.	CY 725	Memory Forensics	3-0-3
9.	CY 728	Cloud Forensics	3-0-3
10.	CY 727	Database Security	3-0-3
11.	CY 629	Open Source Intelligence Techniques	3-0-3

Group D: Network and Infrastructure Security

S. #.	Course Code	Course Title	Credit Hours
1.	CY 630	IoT Security	3-0-3
2.	CY 631	Applied Network Security	3-0-3
3.	CY 732	Wireless Networks Security	3-0-3
4.	CY 633	Security of Complex Networks	3-0-3
5.	CY 734	Advanced Network Security	3-0-3
6.	CY 735	Cyber Threat Intelligence	3-0-3
7.	CY 836	Special Topics in Network Security	3-0-3
8.	CY 832	Special Topics in Wireless Network Security	3-0-3
9.	CY 730	Ethical Hacking and Defence	3-0-3
10.	CY830	Advanced Ethical Hacking and Defence	3-0-3

Group E: Cyber Physical and Embedded System Security

S. #.	Course Code	Course Title	Credit Hours
1.	CY 640	Embedded Systems Security	3-0-3
2.	CY 741	Critical Infrastructure Security	3-0-3
3.	CY 743	Advanced Cyber-Physical Systems Security	3-0-3
4.	CY 740	Advanced Topics in Embedded Systems Security	3-0-3
5.	CY746	Applied Physical Attacks and Hardware Pen testing	3-0-3

Group F: Applied Cyber Security

S. #.	Course Code	Course Title	Credit Hours
1.	CY 752	Cloud Computing Security	3-0-3
2.	CY 651	Web Application Security	3-0-3
3.	CY 654	Artificial Intelligence in Cyber Security	3-0-3
4.	CY 852	Special Topics in Cloud Computing Security	3-0-3
5.	CY 754	Special Topics of Machine Learning in Cyber Security	3-0-3
6.	CY 655	Usable Security and Privacy	3-0-3
7.	CY 756	Cyber Security Analytics	3-0-3
8.	CY 658	Financial Systems Security	3-0-3
9.	CY 759	Space Systems Cyber Security	3-0-3
10.	CY 752	Cloud Computing Security	3-0-3