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B-E in Computer Science Engineering Cyber Security at Sahyadri College of Engineering & Management
Dakshina Kannada, Karnataka
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About the Specialization
What is Computer Science & Engineering (Cyber Security) at Sahyadri College of Engineering & Management Dakshina Kannada?
This Computer Science & Engineering (Cyber Security) program at Sahyadri College of Engineering & Management focuses on equipping students with expertise in protecting digital assets, networks, and data from cyber threats. With India''''s rapid digital transformation, there is an immense demand for skilled cybersecurity professionals across sectors. This program distinguishes itself through a blend of theoretical knowledge and hands-on practical experience, addressing the evolving landscape of cyber risks.
Who Should Apply?
This program is ideal for fresh graduates with a strong aptitude for problem-solving and an interest in securing digital infrastructure, seeking entry into the dynamic field of cybersecurity. It also caters to working professionals in IT who aim to upskill in specialized areas like ethical hacking, cloud security, or digital forensics, and career changers transitioning into the high-demand cybersecurity industry in India.
Why Choose This Course?
Graduates of this program can expect to pursue lucrative India-specific career paths such as Cyber Security Analyst, Ethical Hacker, Security Consultant, Forensics Investigator, or Cloud Security Engineer, with entry-level salaries typically ranging from INR 4-7 LPA, growing significantly with experience. The program aligns with certifications like CompTIA Security+, CEH, and provides a strong foundation for advanced roles and leadership positions in Indian and global tech firms.
Student Success Practices
Foundation Stage
Build Strong Programming Fundamentals- (Semester 1-2)
Focus on mastering C/Java concepts from core subjects like ''''Programming for Problem Solving'''' and ''''Data Structures''''. Regularly practice coding problems to solidify logic and algorithm implementation skills.
Tools & Resources
HackerRank, LeetCode, GeeksforGeeks, CodeChef, Online C/Java tutorials
Career Connection
Essential for clearing technical rounds in placements, understanding complex security tools, and building foundational problem-solving capabilities required in cybersecurity.
Develop Analytical and Problem-Solving Skills- (Semester 1-2)
Engage deeply with Engineering Mathematics and Physics concepts, understanding their application in computational and logical reasoning. Participate in college technical clubs for problem-solving challenges and quizzes to sharpen analytical thinking.
Tools & Resources
NPTEL courses, Khan Academy, Departmental clubs, Open-source problem sets
Career Connection
Critical for analyzing security incidents, designing robust algorithms for security solutions, and excelling in analytical roles within the cybersecurity domain.
Cultivate Effective Communication- (Semester 1-2)
Actively participate in ''''English for Communication'''' and ''''Technical English'''' courses. Join public speaking clubs or debate societies to enhance presentation and interpersonal skills. Practice writing clear, concise technical reports.
Tools & Resources
Toastmasters International (if available), College literary clubs, Online grammar checkers, Technical documentation samples
Career Connection
Essential for articulating complex technical issues to non-technical stakeholders, writing comprehensive security reports, and excelling in professional interviews.
Intermediate Stage
Gain Hands-on with Core Security Technologies- (Semester 3-5)
Apply concepts from ''''Introduction to Cryptography'''', ''''Cyber Forensics'''', and ''''Cyber Security & Cyber Laws'''' in practical lab sessions. Work on mini-projects to implement cryptographic algorithms or analyze digital evidence.
Tools & Resources
Wireshark, Metasploit, Autopsy, Kali Linux, Python for scripting cryptographic functions
Career Connection
Direct application of theoretical knowledge prepares students for entry-level cybersecurity roles, demonstrating practical skill sets to potential employers in India.
Pursue Specialization-Relevant Certifications- (Semester 4-6)
While studying relevant subjects, begin preparing for foundational industry certifications like CompTIA Security+, Certified Ethical Hacker (CEH) or CCNA Security. Leverage college resources or online platforms for study.
Tools & Resources
Official certification guides, Online training platforms (Cybrary, Udemy, Coursera), Practice exams
Career Connection
Certifications provide a competitive edge, validating practical skills and knowledge to recruiters in the Indian job market, leading to better job opportunities.
Build and Showcase Personal Projects/Portfolio- (Semester 4-6)
Translate theoretical knowledge into tangible projects, such as building a secure web application, developing a simple intrusion detection system, or contributing to open-source security projects. Showcase these on GitHub.
Tools & Resources
GitHub, GitLab, Docker, AWS Free Tier, Popular security tools for integration
Career Connection
A strong project portfolio is crucial for demonstrating practical abilities and passion, often tipping the scales in job interviews and internship selections.
Advanced Stage
Engage in Intensive Internship/Industrial Training- (Semester 7)
Secure an internship in a cybersecurity firm, IT department of a major company, or government agency. Actively participate in real-world security operations, incident response, or penetration testing projects.
Tools & Resources
College placement cell, LinkedIn, Industry contacts, Company career pages
Career Connection
Internships offer invaluable industry exposure, networking opportunities, and often lead to pre-placement offers (PPOs), directly impacting placement success in India.
Specialize through Electives and Capstone Projects- (Semester 7-8)
Carefully choose professional and open electives (like Digital Forensics, IoT Security, Cloud Security) to deepen specialization. Focus on a substantial final year project (''''Project Work - I & II'''') that tackles a complex cybersecurity problem.
Tools & Resources
Research papers, Industry whitepapers, Advanced security tools and platforms, Faculty mentorship
Career Connection
Advanced specialization makes graduates highly marketable for specific roles and demonstrates a capacity for independent, impactful work to potential employers.
Master Interview and Professional Readiness- (Semester 7-8)
Practice technical and HR interview questions specific to cybersecurity roles. Refine your resume, cover letter, and LinkedIn profile. Participate in mock interviews and soft skills workshops offered by the college.
Tools & Resources
Placement cell workshops, Online interview platforms (Pramp), Career counselors, Industry mentors
Career Connection
This final stage ensures that technical competence is effectively communicated, leading to successful placements and a smooth transition into professional life.
Program Structure and Curriculum
Eligibility:
- No eligibility criteria specified
Duration: 8 Semesters / 4 years
Credits: 150 Credits
Assessment: Internal: Continuous Internal Evaluation (CIE), External: Semester End Examination (SEE)
Semester-wise Curriculum Table
Semester 1
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 22MA11 | Engineering Mathematics-I | Core | 3 | Differential Calculus, Integral Calculus, Multivariable Calculus, Vector Calculus, Differential Equations |
| 22PH12 | Engineering Physics | Core | 3 | Quantum Mechanics, Solid State Physics, Lasers and Optical Fibers, Nanotechnology, Materials Science |
| 22EE13 | Basic Electrical Engineering | Core | 3 | DC Circuits, AC Circuits, Electrical Machines, Transformers, Power Systems, Electrical Safety |
| 22CS14 | Programming for Problem Solving | Core | 3 | C Programming Fundamentals, Data Types and Operators, Control Structures, Functions and Pointers, Arrays and Strings, File I/O |
| 22ME15 | Engineering Graphics | Core | 3 | Orthographic Projections, Isometric Projections, Sectional Views, Projection of Solids, Development of Surfaces |
| 22PHL16 | Engineering Physics Lab | Lab | 1 | Verification of Laws, Optical Experiments, Electrical Measurements, Semiconductor Devices, Material Characterization |
| 22CSL17 | Programming for Problem Solving Lab | Lab | 1 | C Program Implementation, Debugging Techniques, Array and String Operations, Function Calls, Pointers Usage, File Handling |
| 22EGH18 | English for Communication | Core | 1 | Grammar and Vocabulary, Reading Comprehension, Listening and Speaking Skills, Written Communication, Presentation Skills |
| 22KSK20/22KSL20/22CI20 | Kannada (Kagami/Balake) / Constitution of India, Professional Ethics and Environmental Studies | Audit Course | 1 | Kannada Language Skills, Indian Constitution, Professional Ethics, Environmental Science, Human Rights |
Semester 2
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 22MA21 | Engineering Mathematics-II | Core | 3 | Complex Numbers, Laplace Transforms, Fourier Series, Probability Theory, Statistical Methods, Numerical Techniques |
| 22CY22 | Engineering Chemistry | Core | 3 | Electrochemistry, Corrosion Science, Polymer Chemistry, Water Technology, Fuels and Combustion, Nanomaterials |
| 22EC23 | Basic Electronics | Core | 3 | Semiconductor Diodes, Transistors (BJT, FET), Rectifiers and Filters, Amplifiers, Oscillators, Digital Logic Gates |
| 22CS24 | Data Structures and Applications | Core | 3 | Arrays and Strings, Linked Lists, Stacks and Queues, Trees and Graphs, Sorting and Searching Algorithms, Hashing |
| 22ME25 | Elements of Mechanical Engineering | Core | 3 | Thermodynamics Basics, IC Engines, Power Transmission, Manufacturing Processes, Fluid Mechanics, Turbomachines |
| 22CYL26 | Engineering Chemistry Lab | Lab | 1 | Titrimetric Analysis, pH and Conductivity Measurements, Water Quality Analysis, Corrosion Experiments, Synthesis of Polymers |
| 22CSL27 | Data Structures Lab | Lab | 1 | Implementation of Data Structures, Algorithm Analysis, Linked List Operations, Stack and Queue Applications, Tree Traversals, Sorting Algorithms |
| 22SP28 | Technical English | Core | 1 | Technical Writing Skills, Report and Proposal Writing, Formal Communication, Group Discussion Techniques, Interview Skills, Presentation Skills |
| 22CIV29/22HS29 | Environment and Sustainability / Indian Constitution, Professional Ethics and Human Rights | Audit Course | 1 | Environmental Science, Ecology and Biodiversity, Pollution Control, Sustainable Development, Indian Constitution, Human Rights, Professional Ethics |
Semester 3
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 22MA31 | Engineering Mathematics-III | Core | 3 | Linear Algebra, Numerical Methods, Probability Distributions, Statistical Inference, Transform Techniques |
| 22CS32 | Analog and Digital Electronics | Core | 3 | Operational Amplifiers, Logic Gates, Combinational Circuits, Sequential Circuits, Memories and PLDs, Data Converters |
| 22CS33 | Object Oriented Programming with Java | Core | 3 | OOP Concepts, Java Basics, Classes and Objects, Inheritance and Polymorphism, Exception Handling, Collections Framework |
| 22CS34 | Computer Organization and Architecture | Core | 3 | Computer System Organization, Processor Design, Memory Hierarchy, Input/Output Organization, Instruction Set Architecture, Pipelining |
| 22CS35 | Operating Systems | Core | 3 | Process Management, CPU Scheduling, Memory Management, File Systems, I/O Systems, Concurrency and Deadlocks |
| 22CSL36 | Analog and Digital Electronics Lab | Lab | 1 | Op-Amp Circuits, Logic Gate Implementation, Combinational Circuit Design, Sequential Circuit Design, Flip-Flops and Counters |
| 22CSL37 | Object Oriented Programming with Java Lab | Lab | 1 | Java Program Development, Class and Object Design, Inheritance Implementation, Polymorphism Examples, Exception Handling, GUI Programming |
| 22CSSP38 | Internship (Micro/Minor Projects) | Project | 1 | Project Planning, Design and Implementation, Testing and Debugging, Documentation, Presentation Skills |
| 22AE39 | Ability Enhancement Course-III | Skill | 1 | Critical Thinking, Problem Solving, Communication Skills, Teamwork, Data Analysis Fundamentals |
Semester 4
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 22MA41 | Graph Theory and Combinatorics | Core | 3 | Graph Types and Properties, Trees and Connectivity, Euler and Hamilton Paths, Chromatic Numbers, Counting Principles, Generating Functions |
| 22CS42 | Design and Analysis of Algorithms | Core | 3 | Algorithmic Paradigms, Time and Space Complexity, Sorting and Searching, Dynamic Programming, Greedy Algorithms, NP-Completeness |
| 22CS43 | Database Management Systems | Core | 3 | ER Model, Relational Model, SQL Queries, Normalization, Transaction Management, Concurrency Control, Indexing |
| 22CS44 | Computer Networks | Core | 3 | Network Layers (TCP/IP, OSI), Data Link Layer Protocols, Network Layer (IP, Routing), Transport Layer (TCP, UDP), Application Layer Protocols, Network Security Fundamentals |
| 22CYBS45 | Introduction to Cryptography | Core | 3 | Classical Ciphers, Symmetric Key Cryptography (DES, AES), Asymmetric Key Cryptography (RSA), Hash Functions, Digital Signatures, Key Management |
| 22CSL46 | DBMS Lab | Lab | 1 | SQL DDL/DML Operations, Database Design, PL/SQL Procedures, Transaction Control Language, Reporting |
| 22CSL47 | Computer Networks Lab | Lab | 1 | Socket Programming, Network Configuration, Packet Analysis using Wireshark, Routing Protocols, Network Security Tools |
| 22CSSP48 | Research Methodology and IPR | Skill | 1 | Research Design, Data Collection and Analysis, Technical Report Writing, Intellectual Property Rights, Patents and Copyrights |
| 22AE49 | Ability Enhancement Course-IV | Skill | 1 | Professional Ethics, Entrepreneurship, Project Management, Advanced Communication, Time Management |
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 | Full Stack Development | Core | 3 | Web Fundamentals (HTML, CSS, JS), Frontend Frameworks (React/Angular/Vue), Backend Development (Node.js/Python/Java), Database Integration (SQL/NoSQL), RESTful APIs, Deployment Strategies |
| 22CYBS53 | Cyber Forensics and Investigation | Core | 3 | Digital Evidence Acquisition, Forensic Process, File System Analysis, Network Forensics, Mobile Forensics, Legal Aspects of Forensics |
| 22CYBS54 | Cyber Security and Cyber Laws | Core | 3 | Cybercrime Types, Information Security Policies, Risk Management, Indian IT Act, Data Privacy and Protection, Compliance Frameworks |
| 22CSEL5X | Professional Elective - I | Elective | 3 | Data Mining (22CSEL501): Preprocessing, Association Rules, Classification, Clustering, Internet of Things (22CSEL502): Architecture, Protocols, Sensors, Cloud Platforms, Storage Area Networks (22CSEL503): RAID, SAN Architecture, NAS, Disaster Recovery, Advanced Java (22CSEL504): Servlets, JSP, JDBC, Spring Framework, Virtual Reality and Augmented Reality (22CSEL505): VR/AR Hardware, 3D Graphics, Interaction |
| 22CSL56 | Full Stack Development Lab | Lab | 1 | Frontend UI/UX Development, Backend Logic Implementation, Database Integration, API Testing and Documentation, Web Application Deployment |
| 22CYBSL57 | Cyber Security & Cyber Forensics Lab | Lab | 1 | Cryptography Tool Usage, Forensic Software Application, Network Packet Sniffing, Incident Response Simulation, Digital Evidence Collection |
| 22CSSP58 | Technical Skills - V | Skill | 1 | Advanced Programming Concepts, Scripting Languages (Python/Shell), Cloud Platform Basics, Containerization (Docker), Version Control Systems (Git) |
Semester 6
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 22CS61 | Machine Learning | Core | 3 | Supervised Learning, Unsupervised Learning, Neural Networks, Deep Learning Fundamentals, Model Evaluation Metrics, Reinforcement Learning |
| 22CYBS62 | Ethical Hacking and Penetration Testing | Core | 3 | Reconnaissance Techniques, Vulnerability Scanning, Exploitation Frameworks, Web Application Hacking, Wireless Security Testing, Penetration Testing Methodologies |
| 22CYBS63 | Cloud Security | Core | 3 | Cloud Service Models (IaaS, PaaS, SaaS), Cloud Deployment Models, Cloud Security Architecture, Data Security in Cloud, Identity and Access Management, Cloud Compliance and Governance |
| 22CSEL6X | Professional Elective - II | Elective | 3 | Big Data Analytics (22CSEL601): Hadoop, Spark, NoSQL, Data Visualization, Natural Language Processing (22CSEL602): Text Preprocessing, Embeddings, Sentiment Analysis, Compiler Design (22CSEL603): Lexical, Syntax, Semantic Analysis, Optimization, High Performance Computing (22CSEL604): Parallel Architectures, MPI, OpenMP, Software Defined Networks (22CSEL605): SDN Architecture, OpenFlow, Network Virtualization |
| 22CSOE6X | Open Elective - A | Open Elective | 3 | Mobile Application Development (22CSOE601): Android/iOS Development, UI/UX, APIs, Deployment |
| 22CSL66 | Machine Learning Lab | Lab | 1 | Python Libraries (Scikit-learn, TensorFlow), Model Training and Evaluation, Data Preprocessing Techniques, Supervised Learning Implementation, Unsupervised Learning Implementation |
| 22CYBSL67 | Ethical Hacking & Penetration Testing Lab | Lab | 1 | Kali Linux Tool Usage, Vulnerability Scanning Tools, Exploitation Frameworks (Metasploit), Web Application Pen Testing, Wireless Network Hacking |
| 22CSSP68 | Technical Skills - VI | Skill | 1 | Professional Certifications Preparation, Interview and GD Preparation, Resume and Cover Letter Building, LinkedIn Profile Optimization, Technical Report Writing |
Semester 7
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 22CYBS71 | Network and Web Security | Core | 3 | Firewall and IDS/IPS, VPN and SSL/TLS, Web Application Vulnerabilities (OWASP Top 10), SQL Injection, Cross-Site Scripting (XSS), Cross-Site Request Forgery (CSRF) |
| 22CYBS72 | Intrusion Detection and Prevention Systems | Core | 3 | IDS/IPS Architectures, Signature-based Detection, Anomaly-based Detection, Snort and Suricata, Security Information and Event Management (SIEM), Log Management |
| 22CSEL7X | Professional Elective - III | Elective | 3 | Artificial Intelligence (22CSEL701): AI Agents, Search Algorithms, Knowledge Representation, Deep Learning (22CSEL702): Neural Networks, CNNs, RNNs, Generative Models, Blockchain Technology (22CSEL703): Cryptocurrencies, Smart Contracts, Consensus, Digital Image Processing (22CSEL704): Enhancement, Restoration, Segmentation, Feature Extraction, Quantum Computing (22CSEL705): Qubits, Quantum Gates, Quantum Algorithms |
| 22CSOE7X | Open Elective - B | Open Elective | 3 | Data Science (22CSOE701): Data Collection, Cleaning, Visualization, Statistical Analysis, Predictive Modeling |
| 22CSIC75 | Internship / Industrial Training | Internship | 4 | Industry Exposure, Real-world Project Implementation, Problem-solving in a Professional Setting, Professional Skill Development, Internship Report Writing |
| 22CSL76 | Project Work - I | Project | 2 | Project Proposal Development, Literature Review, System Design and Architecture, Module Development, Initial Prototyping and Testing |
Semester 8
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 22CSEL8X | Professional Elective - IV | Elective | 3 | Digital Forensics and Malware Analysis (22CSEL801): Malware Types, Static/Dynamic Analysis, Memory Forensics, Wireless and Mobile Security (22CSEL802): WiFi/Bluetooth Security, Mobile OS Security, Application Security, Information Security Audit and Compliance (22CSEL803): Audit Methodologies, ISO 27001, PCI DSS, Risk Assessment, IoT Security (22CSEL804): IoT Device/Network/Data Security, Privacy Issues, IoT Attack Surface, Advanced Cryptography (22CSEL805): Elliptic Curve Cryptography, Homomorphic Encryption, Post-Quantum Crypto |
| 22CSOE8X | Open Elective - C | Open Elective | 3 | Web Programming (22CSOE801): HTML5, CSS3, JavaScript, jQuery, AJAX, Responsive Design, Web Hosting |
| 22CS83 | Project Work - II | Project | 6 | Advanced Development and Implementation, Comprehensive Testing and Integration, Performance Optimization, Final Project Report, Project Demonstration and Presentation |
