Faculty Details

1. Arun Anoop M and S. Poonkuntran, "Certain investigation on Biomedical impression and Image Forgery     Detection", International Journal of Biomedical Engineering and Technology, Volume 37, Year 2021, Pages 1-24.
2. Arun Anoop M and S. Poonkuntran, "LPG: a novel approach for medical forgery detection in image transmission", Journal of Ambient Intelligence and Humanized Computing, Year 2020, Pages 1-17
3. Arun Anoop Mandankandy & Kannammal k.E, "Fake currency detection: A survey", Gedrag en Organisatie, Volume , Year 2020.
4. Arun Anoop Mandankandy, Poonkuntran Shanmugam, "Dbelm for Image Forgery Detection", IJCAT, Volume , Year 2020
5. Arun Anoop M, Dr.S.Poonkuntran, Dr.V.Vasudevan, Dr.P.Alli, "Study of the importance of digital forensics and deep learning tools", International Journal of Advanced Science and Technology, Volume 28, Year 2019, Pages 963-978
6. Arun Anoop Mandankandy,Poonkuntran Shanmugam, "Image Forgery Detection - A Survey", Journal of Signal Processing and Wireless Networks, Volume , Year 2019
7. Arun Anoop M and S. Poonkuntran, "LORA APPROACH FOR IMAGE FORGERY DETECTION AND LOCALIZATION IN DIGITAL IMAGES", CnR's International Journal of Social & Scientific Research, India, Volume , Year 2019 [ SJIF 6.015 ]
8. Arun Anoop M and S. Poonkuntran, "DFE Approach for CMFD on Digital Images - A Review and Performance Evaluation", IJCAT - International Journal of Computing and Technology, Volume , Year 2018
9. Arun Anoop M and S. Poonkuntran, "Copy Move Forgery Detection on Digital Images - Primer Research", International Scientific Global Journal in Engineering Science and Applied Research (ISGJESAR), Volume , Year 2018.
10. Arun Anoop M, "Image Noise and Edge Filtering - A Survey, Analysis using MATLAB", IJCAT - International Journal of Computing and Technology, Volume , Year 2016.
11. Arun Anoop M, "Study of Cloned Websites: Practical View of Phishing Website Design and Prevention",IJCAT - International Journal of Computing and Technology, Volume , Year 2016.
12. Arun Anoop M and S. Poonkuntran, "Study of multimedia security: Multimedia forgery detection- A survey", ICET(International Conference on Engineering and Technology) 2016, Volume , Year 2016
13. Arun Anoop M and S. Poonkuntran, "Study of Multimedia Security: Multimedia Forgery Detection and History-A Survey", International Journal of Printing, Packaging & Allied Sciences, Volume 4, Year 2016, Pages 2456-2462.
14. Arun Anoop M, "Image forgery and its detection: A survey", International Conference on Innovations in Information,Embedded and Communication Systems (ICIIECS), Volume , Year 2015
15. Arun Anoop M, "A review on Image forgery and its detection", IJCAT - International Journal of Computing and Technology, Volume 2 , Year 2015.
16. Prathyusha M. Kumar, Arun Anoop M., Viju P. Poonthottam, "Survey on Security Methods in Publish/Subscribe System", IJCAT - International Journal of Computing and Technology, Volume , Year 2015.
17. Arun Anoop M, "Review on Image forgery and its detection", ICAEET 2015, Volume , Year 2015.
18. Prathyusha M. Kumar,Arun Anoop M,Viju P Poonthottam, "Review on security schemes in Publish/Subsribe system", ICETET, Volume , Year 2015.
19. S.Poonkuntran, M.Arun Anoop, "Study of Open Networks: Analysis of Network Discovery Tools", IEEE sponsored 9th International conference , Year 2015, Pages 1-7.
20. Arun Anoop M and S. Poonkuntran, "Study of Honeypots: Analysis of WiFi_Honeypots and Honeypots tools", International Conference Karpagam, Volume 7, Year 2014.
21. Vrinda A, Arun Anoop Mandankandy, "Trust and Reputation Management for Secure Communication in DTNs", IJCAT - International Journal of Computing and Technology, Volume 2, Year 2014.
22. Vrinda A, Arun Anoop Mandankandy, "Securing Images using Encryption Techniques A Survey", IJCAT - International Journal of Computing and Technology, Volume 6, Year 2014.
23. Vrinda A, Arun Anoop Mandankandy, "Approaches to Trust Management for Secure Communication in Delay Tolerant Networks: A Survey", National Conference on Current Trends in Computer Science (CTCS-14), Volume 11, Year 2014 .
24. Vidya K S,Arun Anoop Mandankandy, "Lifetime Enhanced Cluster Based Routing in Wireless Sensor Networks", International Journal of Scientific and Engineering Research, Volume , Year 2013.
25. Vidya K S,Arun Anoop Mandankandy, "Energy-Efficient Clustering Techniques in Wireless Sensor Networks-A Review", Conference, Volume , Year 2013
26. Sreekkutty S & Arun Anoop M, "Energy Enhanced Real-Time Multicasting In Manet", International Conference on Computer Science & Information Technology,27th Jan-2013, Kanyakumari, Volume , Year 2013.
27. Arun Anoop M, Ram Kumar M, "Detecting the Replay Attack in Key- Management over SCADA Communication Network", International Journal of Computer Applications in Engineering Sciences (IJCAES) , Volume 4, Year 2011 .
28. Arun Anoop M, "Key-management security over SCADA communication network using Timestamp", National Conference on Emerging trends in mobile technologies & security(ETMTS-11), Volume 2, Year 2011 .
29. Arun Anoop M, "Time stamp technique to detect the replay attack in key management over SCADA communication network", NCAC'11, Volume , Year 2011.
30. Dr.Poonkuntran S, Arun Anoop M,"Study of open networks: Analysis of Network Discovery tools",IJAER,Vol. 10,No.1,2015,pp 1-7.
31. Dr.Poonkuntran S,Arun Anoop M,"Study of honeypots:Analysis of wifi_honeypots and honeypot tools",AENSI,2014.
32. Mr.Arun Anoop M,"Review on Image forgery and its detection",IJAER,vol 10,No.55,2015.
33. K. R. Sugunamuki, M. Arun Anoop, "A Smart Time Table Generator", International Journal of Research Publication and Review, Volume , Year 2021.
34. Janardhanan Y ,Dhinesh S R,Manda Santhosh Kumar, Arun Anoop  M, "A novel method for SQL Injection Prevention", IEEE Xplore, Volume , Year 2020. [Conference Proceedings] 
35. Arun Anoop  M, Janardhanan Y ,Dhinesh S R,Manda Santhosh Kumar, "Detection & Prevention of SQL injection", International Journal of Scientific Research in Engineering and Management (IJSREM) Volume: 05 Issue: 06 | June - 2021.
36. Arun Anoop M, Puttaraj B M, Soundarya S Siddanagoudra, Vikas T N, Vinayak I Ugargol, "Heart Disease Prediction using Machine Learning", National Conference on Recent Trends in Engineering and Technology (NCRTET'23), Gojan School of Business and Technology, Chennai, Tamil Nadu, 13th May 2023. [Conference Proceedings]
37. Arun Anoop M,Vishesh Shetty,Karunakar,Shameer, "Parkinson's Disease Prediction using Machine learning techniques", Conference: International conference on Advanced Computing technology(ICACT 2023), Velammal College of Engineering & technology, Madurai, April 2023 [Conference Proceedings]  
38. Swathi. S, Sanjeev. M, Rajesh Kannan. S, Arun Anoop M, "COVID19 Statistics Displaying Web Portal", International Journal for Modern Trends in Science and Technology, September 2021.
39. Arun Anoop M, Poonkuntran Shanmugam, Karthikeyan Pathinettampadian,"Deep Learning-Based Indian Vehicle Number Plate Detection and Recognition", DOI: 10.1201/9781003206736-7 In book: Object Detection with Deep Learning Models, Sept 2022.
40. Arun Anoop M, Karthikeyan Pathinettampadian,"Heart Attack Risk Predictor Using Machine Learning and Proposed IoT-Based Smart Watch Drone Healthcare System",In book: Practical Artificial Intelligence for Internet of Medical Things, February 2023 DOI: 10.1201/9781003315476-14.
41. Arun Anoop M, Karthikeyan P, Poonkuntran S "Chapter 3: Medical Image Detection and Recognition using Machine learning and Deep learning", Machine learning and Deep Learning techniques for Medical Image Recognition, CRC Taylor & Francis. DOI: 10.1201/9781003366249 .
42. Arun Anoop M, Karthikeyan P, Poonkuntran S, "Chapter 8: Unsupervised/ Supervised Feature Extraction and Feature Selection for multimedia data", Supervised and Unsupervised Data Engineering on Multimedia Data, WILEY, DOI: 10.1002/9781119786443.ch2.
43. Karthikeyan Pathinettampadian, Saravana Kumar Paramasivam, Mohammed Abdul Qayyum, Maya Jegadish Prakasam, Raghuraman Srinivasan, Arun Anoop Mandankandy, "Tropical cyclone prediction using visual geometry group (VGG) 16 model"., AIP Conf. Proc. 3 June 2024; 3112 (1): 020016. https://doi.org/10.1063/5.0211751.
44. Karthikeyan Pathinettampadian, Arun Anoop Mandankandy, Saravana Kumar Paramsivam, Aravinth Ponnuchamy, Zekkin Thanraj Samuel Raj Jeyakumar, Edwin Anthony Larance Ignacious, "Thyroid detection using random forest algorithm," AIP Conf. Proc. 3 June 2024; 3112 (1): 020012. https://doi.org/10.1063/5.0211570 .
45. Arun Anoop M, Karthikeyan P,"Chapter 12: Ransomware and Risk management in Digital Health and Wellness security", In book "Cybersecurity on Healthcare Applications", CRC Press T & F.
46. Dr.Arun Anoop M, Dr. Karthikeyan P, Dr.Ben Othman Soufiene S, Chaithanya A P, "Part-7: Case Studies and Real World Applications (Stock Market Prediction Using Deep learning with LIVE data)", CRC T&F Book chapter.
47. Dr.Arun Anoop M, Dr. Karthikeyan P, Dr.Ben Othman Soufiene S, Dr.S.Poonkuntran, "Part-1:Artificial intelligence in healthcare", CRC T&F.
48. Dr.Arun Anoop M, Dr. Karthikeyan P, Dr.Ben Othman Soufiene S, "Part-4:Block chain technology in healthcare", CRC T&F.
49. Dr.Arun Anoop M, Dr.Karthikeyan P , Dr.Ben Othman Soufiene S, "GWF algorithm for Image Forgery Detection", River Publishers. 
50. Dr.Arun Anoop M, Dr.S.Balamurugan, Dr.Jeevitha B K, "Chapter 5: Design of multimodal LLMs with transfer learning and computer vision architectural perspective.", Jenny Stanford Publishers .
51. Dr.Arun Anoop M, Dr.P.Karthikeyan, "Quantum Computing with ASI Augmentation: Advancements in Quantum-Secured Multifactor Face Recognition", Jenny Stanford Publishers.
52. Dr.Arun Anoop M., Mr.Vivek K R, Mr.Manish, Mr.Nandan, "Enhancing Underwater Images: A Comparative Study of Image Enhancement Techniques", DRISHTI 2024, [Accepted & Published in proceedings] 
53. Dr.Arun Anoop M., Dr.Karthikeyan P, Mrs.Chaithanya A P, Mr.Shankarprasad, "Plant disease prediction using DL with pharmacy factors", DRISHTI 2024 conference [Accepted & Published in proceedings].
54. Dr.Arun Anoop M., Mr.Sharad Shanti Ravi, "Enhancing Underwater Images: Hybrid UDCP-GDCP with weight maps proposed approach", DRISHTI 2024 conference [Accepted & Published in proceedings].   
55. Dr.Arun Anoop M., Dr.Manjunath Kotari, "Programming in C(KTU syllabus)", Shanlax Publishers, July 2022. [BOOK]
56. Dr.Arun Anoop M., "Database Management Systems(KTU Syllabus)", Shanlax Publishers, March 2022. [BOOK]
57. Arun Anoop M., Poonkuntran S, "Winner's guide for PG & PhD entrance exams COMPUTER SCIENCE", VSRD publishers, January 2018. [BOOK]
58. Arun Anoop M., Poonkuntran S, "LATEX AND MEDIA COMMUNICATION MADE EASY", VSRD Publishers, August 2017. [BOOK]
59. Arun Anoop M., Poonkuntran S, "A Brief study on Multimedia Security in research", VSRD Publishers, July 2017. [BOOK] 
60. Arun Anoop M, Chaithanya A P, "General Awareness Course: Informatics for Computer Applications", Reference Book for first year KANNUR university BCA students, Publishers: Shanlax Publishers,2023. 
61. Dr.Arun Anoop M, "Automata theory & Computability(Automata & Technical writing using LaTeX)", Beyondline Publishers, Bangalore. [ ISBN 978-93-95659-17-8]
62. Dr.Arun Anoop M, Mr.Anooplal K S, "Handbook of Python programming", Mind Reading Publishers, Madurai, Status: Published, ISBN: 9789392150364.
63. Mr.Anooplal K S, Mrs.Bincy Joseph, Dr.Arun Anoop M, "Software Engineering", Beyondline publishers, Bangalore, Status: Published, ISBN:9789395659956.
64. Dr.Arun Anoop M., "Quantum Machine Learning for Sensor Fusion", Book: Quantum  Unmanned Aerial Vehicle, De Gruyter Brill, DOI: 10.1515/9783111619323-016.
65. Dr.Arun Anoop M, Mrs. Chaithanya A P, "Handbook of BCS358D (Data Visualization using Python) Lab", Mind Reading Publishers, Madurai, Status: Published., ISBN: 978-93-92150-37-1 [BOOK]

Patents: 

1. Title: LOCAL PATTERNS OF GREY LEVEL (LPG) BASED IMAGE FORGERY DETECTION, Application Number: 202141002197. [Indian Patent Published and Filed]
2. Title: Random Region Rotation BASED IMAGE FORGERY DETECTION,rnApplication Number: 202141018510. [Indian Patent Published and Filed]
3. Title: A METHOD FOR DETECTING BREAST CANCER USING BAT OPTIMIZEDrnHCGLCM, Application Number: 202141035506. [Indian Patent Published and Filed]
4. Title: Proposed IoT based Smart Watch Drone Healthcare system basedrnHeart risk prediction, Status: Published. Application Number:202241029353. [IndianrnPatent Published and Filed]
5. Title: Smart IoT device and Smart glove for Heart Health Monitoring,rnStatus: Filed, Application Number:202341040052. [Indian Patent Published andrnFiled]  
6. Title: Proposed well system for wasternsegregation", Utility product design, Indian patent filed & published.rnNumber: 202441053616. 

1. Medical Image Processing
2. Machine Learning
3. Deep Learning
4. Bio-inspired algorithms

1. Dr.Arun Anoop M., 3days Online FDP on “Research Frontiers in Artificial Intelligence , Machine Learning, and Deep Learning”, In collaboration with Institution’s Innovation Council  & MIT, Kundapura.
2. Completed EC-Council certified Computer Hacking Forensics Investigator(Certification Number: ECC24865110964),2017-26.

Certifications : 

1. Certified DOTNET programmer, APTECH, Kannur.
2. Certified MSACCESS & SQL programmer, APTECH, Kannur.
3. Diploma in Computer Hardware & Networking, Network Academy, Calicut.
4. Completed CCNA 640-802, Network Academy, Calicut.
5. Completed RHCE, DOEACC CENTER, Calicut.
6. Completed C++ programming with OOPS concept, G-TECH, Thalassery.
7. Completed JAVA programming, Cyber Prism, Cochin.
8. Completed EC-Council Certified Ethical hacker(Certification Number: ECC32751750232),2017-26.