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BE-CS-CS in Computer Science Engineering Cyber Security at Yenepoya Institute of Technology
Dakshina Kannada, Karnataka
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About the Specialization
What is Computer Science & Engineering (Cyber Security) at Yenepoya Institute of Technology Dakshina Kannada?
This Computer Science & Engineering (Cyber Security) program at Yenepoya Institute of Technology focuses on equipping students with advanced knowledge and practical skills to protect digital assets. In the rapidly digitizing Indian economy, this specialization is critical for safeguarding national infrastructure and corporate data, making graduates highly sought after in a landscape facing escalating cyber threats. The program emphasizes a blend of theoretical foundations and hands-on application.
Who Should Apply?
This program is ideal for aspiring engineers eager to specialize in information security, fresh graduates seeking entry into the high-demand cyber security sector, and working professionals aiming to upskill for roles like security analysts, incident responders, or penetration testers. Individuals with a strong analytical mindset and a foundational understanding of computer science concepts will thrive, contributing to India''''s digital defense ecosystem.
Why Choose This Course?
Graduates of this program can expect diverse career paths in India, including Cyber Security Analyst, Ethical Hacker, Security Consultant, Forensics Investigator, and Security Architect. Entry-level salaries typically range from INR 4-7 LPA, growing significantly with experience to INR 10-25+ LPA. The curriculum aligns with globally recognized certifications like CompTIA Security+, CEH, and CISSP, boosting professional growth and marketability within Indian and global MNCs.
Student Success Practices
Foundation Stage
Master Programming Fundamentals- (Semester 1-2)
Dedicate significant time to mastering C, C++, and Java programming, alongside essential data structures and algorithms. Strong coding skills are foundational for understanding system vulnerabilities and developing secure applications. Participate in competitive programming contests to sharpen problem-solving abilities.
Tools & Resources
HackerRank, LeetCode, GeeksforGeeks, NPTEL courses on DSA
Career Connection
A solid foundation in programming is crucial for cracking technical interviews for entry-level software development or security analyst roles, as most assessments involve coding challenges.
Build a Strong Mathematical & Logical Base- (Semester 1-3)
Pay extra attention to Engineering Mathematics and Discrete Mathematical Structures. Concepts like number theory, probability, and graph theory are critical for understanding cryptographic algorithms, network protocols, and complex security models. Develop logical reasoning through puzzles and brain teasers.
Tools & Resources
Khan Academy, MIT OpenCourseware, NPTEL lectures on Discrete Math, Puzzle-solving apps
Career Connection
Essential for advanced subjects like Cryptography, AI/ML in security, and designing efficient algorithms, directly impacting roles in R&D and specialized security engineering.
Engage in Early Technical Workshops- (Semester 1-2)
Actively participate in workshops on Linux basics, networking fundamentals, and ethical hacking tools. Even basic exposure in early semesters provides practical context for theoretical subjects and ignites interest in specialization topics. Seek out peer learning groups for collaborative exploration.
Tools & Resources
VirtualBox/VMware (for Linux VMs), Wireshark (for network analysis), Kali Linux tutorials
Career Connection
Early hands-on experience differentiates candidates and provides talking points in interviews for security-focused internships, demonstrating initiative beyond classroom learning.
Intermediate Stage
Hands-on with Cyber Security Tools and Labs- (Semester 3-5)
Beyond lab assignments, actively experiment with network security tools, forensic software, and ethical hacking platforms. Set up personal virtual labs to simulate attacks and defenses. Work through Capture The Flag (CTF) challenges to apply theoretical knowledge to real-world scenarios.
Tools & Resources
Metasploit, Nmap, Wireshark, Autopsy, TryHackMe, Hack The Box
Career Connection
Practical proficiency with industry-standard tools is a non-negotiable for roles like Security Analyst, Penetration Tester, and Digital Forensics Investigator, significantly boosting employability.
Develop Projects with a Security Focus- (Semester 4-6)
For mini-projects or course assignments, choose topics that incorporate cyber security elements. This could be developing a secure login system, implementing an encryption algorithm, or building a small intrusion detection system. Document your process thoroughly.
Tools & Resources
GitHub (for version control), Python (for rapid prototyping), Java (for enterprise applications)
Career Connection
A portfolio of security-focused projects demonstrates practical skills, problem-solving ability, and a genuine interest in the field, making you a strong candidate for internships and placements.
Network with Industry Professionals and Attend Events- (Semester 3-6)
Attend local cyber security conferences, meetups, and webinars. Connect with professionals on LinkedIn. Leverage college career fairs to speak with recruiters from security firms. Understand current industry trends and potential career paths in India''''s growing cyber security market.
Tools & Resources
LinkedIn, Eventbrite (for local tech events), Industry-specific forums and groups
Career Connection
Networking opens doors to internships, mentorship, and direct referrals, often leading to better placement opportunities than solely relying on campus recruitment drives.
Advanced Stage
Specialize and Certify- (Semester 6-8)
Identify a specific area within cyber security (e.g., cloud security, network security, ethical hacking) and pursue relevant certifications. Certifications like CompTIA Security+, CEH, or AWS Certified Security - Specialty are highly valued in the Indian job market.
Tools & Resources
Official certification study guides, Online courses (Coursera, Udemy, Cybrary), Practice exams
Career Connection
Certifications validate specialized skills and knowledge to recruiters, significantly increasing chances for targeted roles and often leading to higher starting salaries in the Indian IT sector.
Undertake an Intensive Industry Internship or Capstone Project- (Semester 7-8)
Seek a challenging internship in a cyber security firm or a research lab focusing on security. Alternatively, choose a capstone project that addresses a complex real-world security problem, ideally with industry mentorship. This provides invaluable practical exposure.
Tools & Resources
Company career portals, Internshala, Naukri.com, Faculty contacts for research projects
Career Connection
A successful internship often converts into a pre-placement offer. A strong capstone project can be a powerful showcase for job applications, demonstrating the ability to deliver high-impact solutions.
Develop Professional Communication and Soft Skills- (Semester 6-8)
Polish your resume, practice interview skills, and refine your technical communication. Participate in mock interviews, group discussions, and present your project work clearly and concisely. Effective communication is critical for reporting vulnerabilities and collaborating in teams.
Tools & Resources
Career services department, Toastmasters clubs, Online interview preparation platforms, Peer review groups
Career Connection
Strong soft skills are crucial for excelling in interviews and for long-term career growth in security roles, enabling effective collaboration and leadership within Indian companies.
Program Structure and Curriculum
Eligibility:
- Passed 2nd PUC/12th Grade examination with English as one of the languages and Physics, Chemistry & Mathematics as optional subjects with not less than 45% aggregate marks for general category and 40% in case of SC/ST and Other Backward Classes candidates belonging to Karnataka.
Duration: 4 years / 8 semesters
Credits: 164 Credits
Assessment: Internal: 50%, External: 50%
Semester-wise Curriculum Table
Semester 1
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 22MAT11 | Engineering Mathematics-I | Core | 4 | Differential Calculus, Integral Calculus, Vector Calculus, Ordinary Differential Equations, Laplace Transforms |
| 22PHY12 | Engineering Physics | Core | 4 | Modern Physics, Quantum Mechanics, Material Science, Lasers and Optical Fibers, Semiconductor Physics |
| 22ELE13 | Basic Electrical Engineering | Core | 3 | DC Circuits, AC Fundamentals, Three-Phase Systems, Electrical Machines, Electrical Safety |
| 22CIV14 | Elements of Civil Engineering | Core | 3 | Building Materials, Surveying and Leveling, Transportation Engineering, Water Resources Engineering, Environmental Engineering |
| 22EGD15 | Engineering Graphics | Core | 3 | Orthographic Projections, Projections of Solids, Isometric Projections, Sectional Views, CAD Basics |
| 22CPL16 | C Programming Lab | Lab | 2 | C Programming Basics, Conditional Statements, Loops and Arrays, Functions and Pointers, File Operations |
| 22PHYL17 | Engineering Physics Lab | Lab | 1 | Optical Experiments, Electrical Measurements, Semiconductor Device Characteristics, Material Properties, Interference and Diffraction |
| 22ECL18 | Electrical and Civil Engineering Workshop | Lab | 1 | Basic Electrical Wiring, Soldering Techniques, Carpentry Tools, Plumbing Basics, Masonry Practices |
Semester 2
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 22MAT21 | Engineering Mathematics-II | Core | 4 | Linear Algebra, Numerical Methods, Fourier Series, Partial Differential Equations, Complex Analysis |
| 22CHY22 | Engineering Chemistry | Core | 4 | Electrochemistry, Corrosion and its Control, Polymers and Plastics, Water Technology, Fuels and Combustion |
| 22PCD23 | Programming in C and Data Structures | Core | 3 | C Language Fundamentals, Arrays and Strings, Pointers and Functions, Structures and Unions, Introduction to Data Structures |
| 22BEE24 | Basic Electronics Engineering | Core | 3 | Diode Characteristics, Transistors, Operational Amplifiers, Digital Logic Gates, Power Supplies |
| 22ME25 | Elements of Mechanical Engineering | Core | 3 | Thermodynamics, IC Engines, Refrigeration and Air Conditioning, Power Transmission, Manufacturing Processes |
| 22PCDL26 | Programming in C and Data Structures Laboratory | Lab | 2 | C Program Execution, Array and String Manipulations, Pointers and Dynamic Memory, Basic Data Structures Implementation, Function Calls |
| 22CHYL27 | Engineering Chemistry Lab | Lab | 1 | Titration Experiments, Spectrophotometry, Viscosity Measurement, Water Analysis, Polymer Synthesis |
| 22BEL28 | Basic Electronics Lab | Lab | 1 | Diode and Zener Diode Characteristics, Transistor Amplifier Circuits, Rectifier Circuits, Logic Gate Verification, Oscilloscope Usage |
Semester 3
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 22CS31 | Data Structures | Core | 4 | Introduction to Data Structures, Linear Data Structures - Stacks, Linear Data Structures - Queues, Linked Lists, Trees, Graphs |
| 22CS32 | Digital Logic Design | Core | 3 | Boolean Algebra and Logic Gates, K-Maps and Combinational Logic, Decoders, Encoders, Multiplexers, Flip-flops and Registers, Counters and State Machines |
| 22CS33 | Object Oriented Programming with Java | Core | 3 | Introduction to Java, Classes and Objects, Inheritance and Polymorphism, Interfaces and Packages, Exception Handling, Multithreading |
| 22CS34 | Computer Organization and Architecture | Core | 3 | Basic Computer Organization, Instruction Set Architecture, CPU Design and Control Unit, Memory Organization, Input/Output Organization |
| 22CY35 | Principles of Cyber Security | Core | 3 | Introduction to Cyber Security, Cyber Security Basics and Principles, Network Security Basics, Authentication and Access Control, Malware and Vulnerabilities |
| 22HS36 | Technical English | Humanities/Basic Science | 1 | Communication Skills, Technical Writing, Presentation Skills, Group Discussion Techniques, Report Writing |
| 22CSL37 | Data Structures Lab | Lab | 2 | Stack and Queue Implementation, Linked List Operations, Tree Traversal Algorithms, Graph Algorithms, Sorting and Searching Algorithms |
| 22CSL38 | Object Oriented Programming with Java Lab | Lab | 2 | Java Basics and Class Creation, Inheritance and Method Overriding, Exception Handling in Java, Multithreading Applications, GUI Programming with AWT/Swing |
Semester 4
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 22CS41 | Design and Analysis of Algorithms | Core | 4 | Algorithm Analysis, Divide and Conquer, Dynamic Programming, Greedy Algorithms, Graph Algorithms, P, NP, NP-Complete Problems |
| 22CS42 | Operating Systems | Core | 3 | Operating System Structures, Process Management, CPU Scheduling, Memory Management, File Systems, I/O Systems |
| 22CS43 | Database Management Systems | Core | 3 | Database System Concepts, Entity-Relationship Model, Relational Model and SQL, Database Design, Transaction Management, Concurrency Control |
| 22CS44 | Discrete Mathematical Structures | Core | 3 | Set Theory and Logic, Relations and Functions, Graph Theory, Combinatorics, Algebraic Structures |
| 22CY45 | Cryptography and Network Security | Core | 3 | Classical Cryptography, Symmetric Key Cryptography, Asymmetric Key Cryptography, Hash Functions and Digital Signatures, Network Security Protocols (IPSec, SSL/TLS) |
| 22HPC46 | Cyber Security Workshop | Lab | 1 | Linux Security Basics, Network Scanning Tools, Vulnerability Assessment, Firewall Configuration, Secure Coding Practices |
| 22CSL47 | Database Management Systems Lab | Lab | 2 | SQL Commands (DDL, DML, DCL), Stored Procedures and Functions, Triggers and Cursors, Database Connectivity (JDBC/ODBC), Report Generation |
| 22CSL48 | Design and Analysis of Algorithms Lab | Lab | 2 | Sorting and Searching Algorithms, Graph Traversal Algorithms, Dynamic Programming Problems, Greedy Algorithm Implementations, Time Complexity Analysis |
Semester 5
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 22CS51 | Automata Theory and Computability | Core | 3 | Finite Automata, Regular Expressions, Context-Free Grammars, Pushdown Automata, Turing Machines, Undecidability |
| 22CS52 | Computer Networks | Core | 3 | Network Models (OSI/TCP-IP), Data Link Layer, Network Layer, Transport Layer, Application Layer, Wireless and Mobile Networks |
| 22CS53 | Software Engineering | Core | 3 | Software Process Models, Requirements Engineering, Software Design, Software Testing, Software Project Management, Agile Software Development |
| 22CY54 | Digital Forensics | Core | 3 | Introduction to Digital Forensics, Digital Evidence and Acquisition, File System Forensics, Network Forensics, Mobile Device Forensics, Cloud Forensics |
| 22CSE5A | Professional Elective 1: Python Programming | Elective | 3 | Python Fundamentals, Data Structures in Python, Functions and Modules, Object-Oriented Programming in Python, File Handling, Web Scraping |
| 22CSL55 | Computer Networks Lab | Lab | 2 | Network Configuration Commands, Socket Programming, Packet Sniffing and Analysis, Routing Protocols, Network Performance Measurement |
| 22CYL56 | Digital Forensics Lab | Lab | 2 | Disk Imaging and Cloning, Data Recovery Tools, Registry Analysis, Email Forensics, Mobile Forensics Tools |
| 22CS57 | Mini Project | Project | 2 | Problem Identification, Requirement Gathering, Design and Implementation, Testing and Debugging, Technical Report Writing |
| 22INT58 | Internship - I | Internship | 3 | Industry Exposure, Practical Skill Application, Professional Communication, Teamwork, Project Documentation |
Semester 6
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 22CS61 | Machine Learning | Core | 3 | Introduction to Machine Learning, Supervised Learning, Unsupervised Learning, Deep Learning Fundamentals, Model Evaluation and Validation, Applications of ML |
| 22CS62 | Data Science | Core | 3 | Introduction to Data Science, Data Preprocessing, Exploratory Data Analysis, Statistical Methods for Data Science, Data Visualization, Introduction to Big Data |
| 22CY63 | Ethical Hacking and Penetration Testing | Core | 3 | Introduction to Ethical Hacking, Footprinting and Reconnaissance, Scanning Networks, System Hacking, Web Application Hacking, Wireless Network Hacking |
| 22CSE6B | Professional Elective 2: Cloud Computing | Elective | 3 | Cloud Computing Concepts, Cloud Service Models (IaaS, PaaS, SaaS), Cloud Deployment Models, Virtualization, Cloud Security, Cloud Platforms (AWS, Azure) |
| 22CSL64 | Machine Learning Lab | Lab | 2 | Supervised Learning Algorithms Implementation, Unsupervised Learning Algorithms Implementation, Feature Engineering, Model Training and Evaluation, Using ML Libraries (Scikit-learn, TensorFlow) |
| 22CYL65 | Ethical Hacking and Penetration Testing Lab | Lab | 2 | Nmap for Network Scanning, Metasploit Framework, Web Vulnerability Scanners, Wi-Fi Hacking Tools, Social Engineering Techniques |
| 22CS66 | Project Work | Project | 4 | Project Planning and Management, System Design, Software Development, Testing and Validation, Technical Report and Presentation |
| 22TS67 | Technical Skill Development | Skill | 1 | Advanced Programming Skills, Soft Skills for Industry, Interview Preparation, Resume Building, Communication for Professionals |
Semester 7
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 22CY71 | Intrusion Detection and Prevention Systems | Core | 3 | Introduction to IDS/IPS, Signature-based IDS, Anomaly-based IDS, Network-based IDS, Host-based IDS, IDS/IPS Evasion Techniques |
| 22CY72 | Cyber Law and Ethics | Core | 3 | Introduction to Cyber Law, Information Technology Act 2000, Intellectual Property Rights in Cyberspace, Cybercrimes and Penalties, Ethical Hacking and Legal Aspects |
| 22CSE7A | Professional Elective 3: Data Privacy and Security | Elective | 3 | Privacy Enhancing Technologies, Data Anonymization Techniques, Privacy Regulations (GDPR, Aadhaar), Secure Multi-Party Computation, Differential Privacy |
| 22CSE7E | Professional Elective 4: Wireless and Mobile Security | Elective | 3 | Wireless Network Security (Wi-Fi, Bluetooth), Mobile Platform Security (Android, iOS), Mobile Application Security, SMS/MMS Security, Location Privacy |
| 22CSL73 | Research Methodology and IPR | Core | 1 | Research Problem Formulation, Research Design, Data Collection and Analysis, Technical Report Writing, Intellectual Property Rights |
| 22CIP74 | Project Phase 1 | Project | 4 | Feasibility Study, System Analysis and Design, Module Development, Preliminary Testing, Literature Survey |
| 22INT75 | Internship II | Internship | 3 | Advanced Industry Projects, Mentorship and Guidance, Corporate Culture Adaptation, Skill Enhancement, Networking |
Semester 8
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 22CS81 | Professional Practice and Ethics | Core | 1 | Professionalism in Engineering, Ethical Theories, Cyber Ethics, Data Privacy Ethics, Societal Impact of Technology |
| 22CSE8A | Professional Elective 5: IoT Security | Elective | 3 | IoT Architecture and Protocols, IoT Device Security, IoT Network Security, Cloud Security for IoT, IoT Data Privacy, Secure IoT Deployment |
| 22CIP82 | Project Phase 2 | Project | 10 | System Integration, Comprehensive Testing, Performance Optimization, Deployment Strategies, Final Report and Viva |
| 22SEM83 | Seminar | Project | 1 | Literature Review, Topic Selection, Presentation Skills, Technical Communication, Q&A Session |
