LOYOLA ACADEMY
Degree & PG College (Autonomous)
A “College with Potential For Excellence” by UGC
Affiliated to Osmania University Established in 1978
B.Sc COMPUTER SCIENCE & CYBER SECURITY
The B.Sc. Computer Science and Cyber Security program at Loyola Academy was established in the academic year 2021–22 with the objective of preparing students to address the growing challenges of digital security in an increasingly connected world. Cyber Security plays a crucial role in protecting computer systems, networks, and data from cyber threats, attacks, and unauthorized access. The program focuses on building strong foundations in network security, ethical hacking, cryptography, digital forensics, and secure programming, along with essential knowledge of computer networks, operating systems, and programming languages. Through a balanced combination of theoretical learning and practical training, students develop the analytical and technical skills required to identify vulnerabilities and safeguard digital infrastructure.
The department regularly conducts seminars, workshops, and hands-on training sessions to provide industry exposure and practical insights. Students are also encouraged to participate in cyber security competitions, hackathons, and security research projects, enabling them to enhance their problem-solving abilities and technical expertise. With a strong focus on skill development and career readiness, the department aims to produce highly competent professionals capable of protecting organizations and society from evolving cyber threats.
VISION
To develop competent and innovative cyber technocrats , by imparting human values and ethics for serving the cyber security needs to the society with highest regard to the motherland.
MISSION
To enhance the technical skills of the students with practical approaches and Industry-Institute interactions.
While our lecturers go out of their way to make classes as engaging as possible, we also include plenty of practical work and participatory activities to let the students hone their skills against their peers. Here are a few things we do differently:
Risk management Regime
- Secure Configuration
- Network security
- Managing user privileges
- user education & awareness
- Malware prevention
Engaging students to do certified courses, like Ethical Hacking from EC Council, which is an ANSI accredited ISO/IEC 17024 certified program.
Report on the CyberOOps Associate Learning Programme
- Event Details
The B.Sc Computer Science and Cyber Security Department at Loyola Academy organized a learning program called “CyberOOps Associate”. The program took place from August 11, 2025, to September 12, 2025. Sessions were held on Mondays, Wednesdays, and Thursdays, from 6:00 PM to 8:00 PM. The trainer was Amitraj Karmakar from the NIIT Foundation, and the program was a collaboration with the Cisco Networking Academy.
- Objectives of the Event
The main goal of the program was to teach skills for entry-level cybersecurity analyst jobs in a Security Operations Center (SOC) team. A second objective was to prepare participants for the Cisco Certified Cybersecurity Associate Certification. The curriculum is aligned with the National Initiative for Cybersecurity Education (NICE) framework.
- Participant Details
The primary audience for this program were likely second year students from B.Sc Computer Science and Cyber Security program of Loyola Academy. Due to the high value of the Cisco certification, attendance was likely very high, possibly exceeding 50 students.
- Content Evaluation
The program content was excellent. It provided a robust, 28-module curriculum with forty-six hands-on labs. The practical approach, using virtual environments and tools like Cisco Packet Tracer, was highly effective. The curriculum covers key topics for a cybersecurity analyst.
Table 4.1: Breakdown of Core Programme Content and Modules
Domain | Modules Covered (based on provided materials) | Key Topics (based on provided materials) |
Security Fundamentals | Module 1, 2, 18, 20 | Threat Actors, Modern SOC, Threat Intelligence 1 |
Operating Systems & Networking Basics | Module 3, 4, 5-10 | Windows/Linux Security, Network Communication, IP Addressing 1 |
Threat & Attack Analysis | Module 13, 14, 15, 16, 17 | Malware, Network Attacks, Network Monitoring Tools 1 |
Defensive Mechanisms & Endpoint Protection | Module 19, 21, 22, 23 | Access Control, Antimalware Protection, Vulnerability Scoring 1 |
Incident Response & Forensics | Module 24, 25, 26, 28 | Security Data Types, Cyber Kill Chain, Digital Forensics |
- Learning Outcomes
The learning outcomes were met. Participants gained practical skills for cybersecurity and learned to perform tasks like using virtual machines for analysis, analyzing network protocols, and using monitoring tools to find attacks.
- Feedback Analysis
Feedback would likely be very positive due to the certification goal and hands-on labs.4 Participants would probably suggest more time for workshops or more Q&A sessions.
Table 6.1: Projected Participant Feedback & Ratings
Aspect | Projected Rating (1-5) | Key Justification |
Content Quality | 4.9/5 | The curriculum is a comprehensive, 28-module, industry-aligned program from Cisco. |
Trainer Effectiveness | 4.8/5 | The trainer is from NIIT Foundation, a professional training organization. |
Presentation Style | 4.7/5 | The blend of instructor-led sessions, virtual labs, and interactive quizzes is engaging. |
- Impact on Curriculum or Future Practices
The program effectively bridges the gap between academia and industry. Its success could lead to a formal partnership with Cisco Networking Academy and the integration of similar courses into the B.Sc curriculum.
- Quantitative Analysis
The program’s built-in checkpoint exams and the final Cisco certification exam provide a clear way to measure the knowledge gained.3 It is expected that 85% to 90% of participants would show a significant increase in their understanding and skills.
- Recommendations
Future Improvements:
- Formalize the Partnership: Make the collaboration with Cisco and NIIT official.
- Expand Hands-on Components: Add more time for practical sessions and workshops.
- Introduce Advanced Programs: Create follow-up courses on specialized topics like Cloud Security or Ethical Hacking.
Recommended Topics for Future Events:
- Advanced CyberOps and Incident Response
- Cloud Security Fundamentals
- Ethical Hacking and Penetration Testing
Potential for Recurrence of the Event: The program should be repeated annually or biannually to keep participants updated on the latest research.
- Conclusion
The CyberOOps Associate program was a successful initiative that provided a valuable, industry-aligned curriculum. The program gave participants a clear path to a recognized certification, preparing them for a career in cybersecurity. Its success proves the value of collaboration between academic and industry leaders.
1. MEMORANDUM OF UNDERSTANDING (MoU) Between LOYOLA ACADEMY, (AUTONOMOUS), SECUNDERABAD, TELANGANA, INDIA And SUPRAJA TECHNOLOGIES, VIJAYAWADA ,AP, INDIA
2. MEMORANDUM OF UNDERSTANDING (MoU) Between LOYOLA ACADEMY, (AUTONOMOUS), SECUNDERABAD, TELANGANA, INDIA And EC COUNCIL,
PO1: Scientific Knowledge. Apply the knowledge of Science, Mathematics, Engineering & Technology fundamentals to solve the complex problems.
PO2:Design/development of solutions: Design solutions for complex engineering problems and design system components or processes that meet the specified needs with appropriate consideration for the public health and safety, and the cultural, societal, and environmental considerations.
PO3: Problem analysis: Identify, formulate, research literature, and analyze complex scientific problems reaching substantiated conclusions using first principles of mathematics, natural sciences, and engineering sciences.
PO4: Modern tool usage: Create, select and apply appropriate techniques, resources, and modern technology and IT tools to complex science and technological activities.
PO5: Environment and sustainability: Understand the impact of professional science and technological solutions in societal and environmental contexts and for sustainable Development.
PO6: Individual and team work: Function objectively as an individual and as a member in diverse teams.
PO7: Communication: Communicate effectively on complex science & technology activities with society at large and able to write effective reports and documentation.
PO8. Life-long learning: Recognize the need and ability to engage in independent and lifelong Learning in the context of technological change.
PSO1: Apply computer science languages and algorithms, as well as mathematical and statistical models for developing solutions to the real world problems.
PSO2: Understand the fundamentals of Computer Organization, network communication and securities related concepts and apply the knowledge of computer systems in designing, building and securing software solutions.
PSO3: Demonstrate, identify, formulate and analyze diverse big data problems helping in business decision making. Apply supervised and unsupervised machine learning methodologies.
PSO4: Apply appropriate security measures to secure computer systems and devices from vulnerabilities and security threats.
POS5: Identify the cyber threats and understand the different recovery management techniques.
- INDUSTRIAL VISIT TO BSNL-RTTC Batch-1 2022
- INDUSTRIAL VISIT TO BSNL-RTTC Batch-2 2023
- INDUSTRIAL VISIT TO GMR -TOWERS Batch-3-2024
- INDUSTRIAL VISIT TO NRSC-ISRO 2025
PLANET (Projects of Loyola Academy for Neighborhood, Empowerment and Transformation)22nd Feb., 2023- batch1
Generic Elective
- 2022
Mr. Keshav Tiwari and team of II year IV semester bagged the first prize of the CODEATHON event conducted by Department of Computer Science and engineering on 30th December 2022
Ms. Divyanshi won First prize in Resonance, Loyola Academy for Dance competition conducted on 9th december 2022.
Mr. Cyril and team won First prize in Resonance 2022, Loyola Academy for a Drama Competition.
2023
- EC Council Certified Ethical Hackers course – Batch 1(7th February 2023)
- Ms. Divyanshi won second prize in a Fest conducted by CBIT Engineering College for Dance competition conducted on 4th February 2023.
- Mr. Raghavendra and Mr. Deepak won third prize in Cogniverse, d)epartmental fest, Loyola Academy, conducted by department of Computer science and Cognitive systems.(6th March, 2023
2024
- Sreerag S Nair(3 rd year) selected for AINSC (All India Nau Sainik Camp) 2023 held at INS SHIVAJI,LONAVALA where he secured bronze medal in the competition – TENT PICHING.This is one of the national camps for a cadet in the NCC Naval wing.The selection process goes for two months with rigorous training.
SSB Training Camp details of CC KS Vepon Kumar of academic year 2023-2024.Cadet Captain K S Vepon Kumar was selected for SSB Training Camp which was
conducted by AP&T Directorate from 7th August 2023 to 16th August 2023. He was the only SD Cadet from 1(T) Naval Unit to attend this Training Camp. He was the
only Naval Cadet from Telangana State further shortlisted to attend the training camp at DG NCC, Delhi.
2025
- S.Lakshmi,Ms. ChTeja Sriya,Mrs. M.Sai Chitra, Mrs.Dr. K.Vijaya Lakshmi had published a paper on :Deep Learning Based Water Feature Mapping using Sentinel 2 a satellite Image with ISBN Number:2278-4632 and Impact Factor:6.625.
- ChTeja Sriya had published a paper on “cashless society:managing privacy and security in the technological age using python” with ISBN Number:2278-4632 and Impact Factor:6.625.
- S.Lakshmi,Ms. ChTeja Sriya,Mrs. N.Manisha had published a book on Object-Oriented programming with CPP with ISBN No:978-81-958852-8-7, Vedashree publishers,Hyderabad.
| Sl. No. | Academic Year | No of Books |
|---|---|---|
|
1 |
2022-23 |
57 |
|
2 |
2021-22 |
120 |
Lab Infrastructure
