Qualification :

Experience:

Industrial: Nil Teaching: 34

Recent Teachings: (last three years teaching specified):

A.Y. 2023-24

Semester I: Cryptography and Network Security

Semester II: Network Security,  Digital Forensics and Data Recovery

A.Y. 2022-23

Semester I: Cryptography and Network Security,  Foundation of Cryptography

Semester II: Network Security,  Digital Forensics and Data Recovery

A.Y. 2021-22

Semester I: Cryptography and Network Security, Foundation of Cryptography

Semester II: Network Security,  Cloud Computing

Current Advises :

Program Name: PhD

PhD Completed: 06

1. Rupali M Chopade, PhD scholar, working on, “Performance evaluation technique for establishment of deleted data in the database forensic applications”.
2. Shyamal Satish Virnodkar, PhD scholar working on, “Machine Learning based Crop Water Stress Identification Model for Sugarcane”.
3. Rahul Baliram Adhao, PhD scholar working on, “Network Traffic Classification for Intrusion Detection System using Flow Based Approach”.
4. Vinayak Jagtap, “Uncertainty based Evolutionary Machine Learning for Gaming Applications”
5. Pooja Pol, PhD scholar working on, “Trust Computing Framework based on Big Data Analysis in Distributed Data Sharing”.
6. Anishraj Khobragade, “Fact Inference From Knowledge Graph Using Representation Learning”.

PhD Pursuing: 05

Awards & Recognition:

1. Awards & Recognition:

Award: Best Faculty Award 2018 by CSI, Mumbai Chapter

Membership of Associations/Societies: CSI, ISTE, IAENG, IACSIT, Computer Science Teachers Association (CSTA), Science and Engineering Institute (SCIEI)

Funded Projects:

• Chief Investigator for the Information Security Education and Awareness [ISEA] Project Phase-II, Department of Information Technology, Gov. of India Rs. 148 Lakh. 2014-20

• Principal Investigator for RPS “Wireless Intrusion Detection System”, AICTE Rs. 10 Lakh. 2013-16

• Co-Investigator for the Information Security Education and Awareness [ISEA] Project Phase-I, Department of Information Technology, Gov. of India. 2005-2013

• Investigator for the R and D project ” Intrusion Detection System”, The Institution of Engineers (India) 2009-10

Publication :

Author name	Book Title	Publisher	Year	Edition	ISBN No.
V. K. Pachghare	Cryptography and Information Security	PHI Learning,New Delhi	Sept 2019	Third	978-93-89347-10-4
V. K. Pachghare	Cloud Computing	PHI Learning, New Delhi	Jan 2016	First	978-81-203-5213-1
V. K. Pachghare	Computer Graphics	Laxmi Publications New Delhi	2012	Third	978-81-318-0565-7

Patents:

1. International Innovation Patent, “A System for water stress identification in crops and method thereof, Patent number: 2021103519 Granted on 28 July 2021.
2. A System for water stress identification in crops and method thereof, Application No.: 202121016466, Published Filed April 2021
3. International Innovation Patent, “SSTable based Data Recovery Technique for Cassandra”, Patent number : 2021105374 Granted on 24 Nov 2021

Book Chapter:

• Rahul B. Adhao and Vinod K. Pachghare, “Feature Engineering for Flow-Based IDS”, Wireless Communication Security, Scrivener Publishing 100 Cummings Center, Suite 541J, Beverly, MA 01915-6106
• Mayur V. Taydea, Rahul B. Adhaob, Vinod K. Pachghare, Ensemble method for multi-label classification on intrusion detection system, Book: Recent Advances in Material, Manufacturing, and Machine Learning, 1st Edition, First Published: 2023, Imprint CRC Press Pages7, eBook ISBN9781003370628

International Journal :

1. Rahul Adhao, Nikhil Kamble, V. K. Pachghare, “Ensemble of Statistically Based Methods for Identifying Features in Intrusion Detection System“, Degres Journal, Volume 9 Issue 4 2024 , ISSN NO:0376-8163 (Scopus)
2. Anish Khobragade, Shashikant Ghumbre, Vinod Pachghare, “Enhancing missing facts inference in knowledge graph using triplet subgraph attention embeddings”, Springer Applied Intelligence, https://doi.org/10.1007/s10489-023-05254-4 (UGC CARE, Scopus, Web of Science (SCIE)) Jan 2024
3. Anish Khobragade, Shashikant Ghumbre, Vinod Pachghare, “Infer the missing facts of D3FEND using knowledge graph representation learning”, International Journal of Web Information Systems © Emerald Publishing Limited 1744-0084 DOI 10.1108/IJWIS-03-2023-0042 (Emerging Sources Citation Index, Scopus), 24 July 2023
4. Pooja Pol, V. K. Pachghare, “A Review on Trust-Based Resource Allocation in Cloud Environment: Issues Toward Collaborative Cloud”, International Journal of Semantic Computing, https://doi.org/10.1142/S1793351X22400141, ESCI 2023
5. Pooja Pol, V. K. Pachghare, “Impact of I-GWO towards Trust based Resource Allocation in Collaborative Cloud”, International Journal of Next-Generation Computing – Vol.13, Issue 1, March 2022, ESCI
6. Rahul Adhao, V. K. Pachghare, “Network Traffic Classification Using Feature Selections and two-tier stacked classifier”, International Journal of Next-Generation Computing – Special Issue, Vol. 12, No. 5, November 2021, ESCI
7. Rahul Adhao, V. K. Pachghare, “Hybrid Intrusion Detection System”, International Journal of Next-Generation Computing – Special Issue, Vol. 12, No. 5, November 2021, ESCI
8. Rahul Adhao, V. K. Pachghare, “Zero-Day Attack Detection using Ensemble Technique”, International Journal of Next-Generation Computing – Special Issue, Vol. 12, No. 5, November 2021, ESCI
9. Pooja Pol, V. K. Pachghare, “Quality of Service Estimation enabled with Trust based Resource Allocation in Collaborative Cloud using Improved Grey Wolf Optimization”, The Computer Journal, (SCIE)-2021
10. Shyamal S. Virnodkar, Vinod K. Pachghare, Virupakshagouda C. Patil, Sunil Kumar Jha, “DenseResUNet: An Architecture to Assess Water-Stressed Sugarcane Crops from Sentinel-2 Satellite Imagery”, International, Traitement du Signal Vol. 38, No. 4, August 2021, pp. 1131-1139 SCIE
11. Rahul Adhao, V. K. Pachghare, “Review of Ensemble-Based Filter Feature Selection Techniques for Building Intrusion Detection System”, Journal of Network Security Computer Networks
12. Rupali Chopade, V. K. Pachghare, “A Data Recovery Technique for Redis using Internal Dictionary Structure”, Forensic Science International: Digital Investigation (Elsevier) Q2, H-index: 53, Volume38, September 2021(SCIE)
13. Rupali Chopade and Vinod Pachghare, “Database Security Enhancement by Eliminating the Redundant and Incorrect Spelled Data Entries”, Journal of Cyber Security and Mobility, Volume 10 Issue 2, April 2021, Pages 403–420 (Scopus)
14. Rupali Chopade, V. K. Pachghare, “Data Tamper Detection from NoSQL Database in Forensic Environment”, Journal of Cyber Security and Mobility, Volume 10 Issue 2, April 2021, Pages 421-450 (Scopus)
15. Karina Bohara et al., “Backup and Recovery Mechanisms of Cassandra Database: A Review”, Journal of Digital Forensics, Security and Law, Vol 15, Article 5, Feb 2021, (ESCI)
16. Shyamal Virnodkar, V. K. Pachghare, “CaneSat dataset to leverage convolutional neural networks for sugarcane classification from Sentinel-2”, Journal of King Saud University – Computer and Information Sciences, 2020. doi.org/10.1016/j.jksuci.2020.09.005 (SCIE)
17. Rahul Adhao, V. K. Pachghare, “Feature selection using principal component analysis and genetic algorithm”, Journal of Discrete Mathematical Sciences and Cryptography, Vol 23, 14 May 2020, issue 2, https://doi.org/10.1080/09720529.2020.1729507. (SCI)
18. Shyamal Virnodkar, V. K. Pachghare et al., “Remote sensing and machine learning for crop water stress determination in various crops: a critical review”, Precision Agriculture, An International Journal on Advances in Precision Agriculture, ISSN 1385-2256, DOI 10.1007/s11119-020-09711-9, Springer (SCI)
19. Rupali Chopade, V. K. Pachghare, “Ten years of critical review on database forensics research”, Digital Investigation, Elsevier 29 (June 2019) 180 -197 (SCI) https://doi.org/10.1016/j.diin.2019.04.001
20. V. K. Pachghare et al., “ECG Signal Feature Extraction and Classification: Survey”, International Journal of Computer Sciences and Engineering. Vol. 7 Special Issue. (UGC Approved), March, 2019
21. V. K. Pachghare et al., “Using Arduino And Wifi With Rssi To Control Led: An IoT Based Approach”, International Journal of Innovative Research in Technology, July 2017 | IJIRT | Volume 4 Issue 2 | ISSN: 2349-6002
22. V. K. Pachghare et al., “Automated Update Mechanism using Streams and MD5 Algorithm designed for Remote Clients”, International Journal of Innovative Research in Science, Engineering and Technology, Vol. 6, Issue 6, June 2017 
23. V. K. Pachghare et al., “A Comparative Study of Database Connection Pooling Strategy”, International Research Journal of Engineering and Technology (IRJET), Volume: 04 Issue: 05 | May -2017
24. V. K. Pachghare et al., ” Profiling REST Services with Advent of Aspect Oriented Modelling”, International Journal of Innovative Research in Computer and Communication Engineering, Vol. 5, Issue 3, March 2017
25. V. K. Pachghare et al., “Design of an efficient automation framework for the Web application”, International Journal of Advanced Research in Computer Engineering & Technology (IJARCET) Volume 5, Issue 5, May 2016
26. V. K. Pachghare et al., “Interactive Response System (IRS) with Text & Call Support in Contact Center Application”, International Journal of Advanced Research in Computer Engineering & Technology (IJARCET), Volume 5, Issue 4, April 2016
27. V. K. Pachghare, “Security Mechanisms in Wireless Network”, Journal of Network Security Computer Networks, Vol. 2 Issue 2, 2016
28. V. K. Pachghare, “ Microservices Architecture for Cloud Computing“, Journal of Information Technology and Sciences, Volume 2 Issue 1, 2016
29. Sagar C. Gavande, Dr. V. K. Pachghare, Rahul Adhao, “Wireless Intrusion Detection System using Reputation”, International Journal of Advanced Research in Computer Science and Software Engineering, Volume 5, Issue:4, 2015, ISSN: 2277 128X
30. V. K. Pachghare, Amiya Chakraborty” The RSA Challenge: Urge for Advent of Neoteric Encryption System”, International Journal of Computer and Internet Security, ISSN 0974-2247 Volume 6, Number 1 (2014), pp. 1-10, © International Research Publication House http://www.irphouse.com
31. V. K. Pachghare, Avinash R. Kshirsagar, Rahul B. Adhao, “Hybrid Model for Adaptive-IDS using Machine Learning Approach”, Journal of Network Security ISSN: 2321-8517 (online) Volume 2, Issue 2
32. Rahul B. Adhao , Avinash R. Kshirsagar,Dr. Vinod K. Pachghare, “NIDS Designed Using Two Stages Monitoring”, International Journal of Computer Science and Information Technologies, Vol. 5 (1) , 2014, 256-259 Impact Factor -2.93
33. Sharmila Kishor Wagh, Dr. Vinod K. Pachghare, Dr. Satish R. Kolhe, Survey on Intrusion Detection System using Machine Learning Techniques, International Journal of Computer Applications (0975 – 8887) Volume 78 – No.16, September 2013 IF- 2.52
34. Dr. Vinod Pachghare, Vinod Maid, “Contention Based Fair Scheduling Protocol for Wireless LAN”, Indian Journal of Research, PARIPEX, Volume : 3 | Issue : 4 | May 2013. Impact Factor is 1.6714
35. V. K. Pachghare, V. K. Khatavkar, Dr. Parag Kulkarni, “Pattern Based Network Security Using Semi-Supervised Learning”, International Journal of Information & Network Security (IJINS) Vol. 1, No. 3, August 2012 : 228 – 234, ISSN: 2089-3299
36. V. K. Pachghare, V. K. Khatavkar, Dr. Parag Kulkarni, “Performance Analysis of Supervised Approach for Pattern Based IDS”, IJCA Special Issue on “Network Security and Cryptography” NSC, 2011, pp. 20-23
37. V. K. Pachghare, V. K. Khatavkar, Dr. Parag Kulkarni, “Performance Analysis of Semi-Supervised Intrusion Detection System”, IJCA Special Issue on “Network Security and Cryptography” NSC, 2011, pp. 15-19
38. V. K. Pachghare, “Building Intrusion Detection System Using AdaBoost Algorithm” , International Journal of Computer Science and Security , Vol. (4), Issue (2) 2010.
39. V. K. Pachghare, Vivek Patole, Dr. Parag Kulkarni, “Self Organizing Maps to Build Intrusion Detection System”, International Journal of Computer Applications, Vol. 1, No. 8, 2010, pp. 1-4
40. V. K. Pachghare, Dr. Parag Kulkarni, Deven M. Nikam, “Overview of Intrusion Detection Systems”, International Journal of Computer Sciences and Engineering Systems, Vol. 3, No. 3, 2009, pp. 265-268
41. V.K. Pachghare, Parag Kulkarni, Deven M. Nikam, “Neural Network Algorithms for Building Pattern Based Network Security”, International Journal of Scientific Computing, Vol. 3, No. 1, 2009, pp. 37-37
42. V. K. Pachghare, “Watermarking of a color bitmap image”, International Journal of Engineering Research and Industrial applications Vol. I, No. 1, 2008.
43. V. K. Pachghare, “Predicate abstraction of C Program” , International Journal of Computer Sciences and Engineering Systems Vol. 2, No. 1, Jan 2008
44. V. K. Pachghare, Dr. Parag Kulkarni, “Pattern Based Network Security: An Overview”, International Journal of Computer Science and Network Security, Seoul, Korea Vol. 8, No. 10, 2008, pp. 314-318
45. V. K. Pachghare, “PACT – A new approach to self healing mechanism”, International Journal of Computer Science and Network Security, Seoul, Korea Vol. 7 No. 10, Oct 2007.  

    International Conference:

1. Akash Sakhare, Avinash Kshirsagar, Vinod Pachghare, “Survey on Data Privacy Preserving Techniques in Blockchain Applications”, 2023 9th International Conference on Smart Computing and Communications (ICSCC)

2. Adarsh Vernekar, Avinash Kshirsagar, V.K. Pachghare, “Sharding-Based Scalability Enhancement of Blockchain-Based Health Application”, 979-8-3503-3324-4/23/$31.00 ©2023 IEEE | DOI: 10.1109/ICCPCT58313.2023.10245363

3. Srushti Nemade; Abhijit Kamble; Sharvil Sopal; Pragati Bhale; Vinod Pachghare, “Blockchain-based Crowdfunding for Cyber-Product Insurance”,  2022 2nd International Conference on Innovative Sustainable Computational Technologies (CISCT), DOI: 10.1109/CISCT55310.2022.10046520, 23-24 December 2022

4. Avinash Kshirsagar, V. K. Pachghare, “Performance Evaluation of Proof of Scope Consensus Mechanisms on Hyperledger” IEEE conference on Blockchain and Distributed Systems Security 2022, 16-18 Sept 2022

5. Aditya Choure, V. K. Pachghare, Rahul Adhao,”NER in Hindi Languae Using Transformer Model: XLM-Roberta, IEEE conference on Blockchain and Distributed Systems Security 2022, 16-18 Sept 2022

6. Avinash Kshirsagar, V. K. Pachghare, “An Efficient and Secure Consensus Mechanism for Peer-to-Peer Networks”, the 5^th International Conference on Future Networks & Distributed Systems (ICFNDS 2021), December 15, 16, 2021, Dubai, United Arab Emirates. ACM, New York, NY, USA, 4 pages. https://doi.org/10.1145/3508072.3508226

7. Mayur Tayade, Rahul Adhao, V. K. Pachghare, “Ensemble Based Feature Selection Technique For Flow Based Intrusion Detection System”, 7^th International Conference for Convergence in Technology (I2CT) 7^th – 9^th April 2022

8. Priya Pitre et al., “An Intrusion Detection System for Zero-Day Attacks to Reduce False Positive Rates”, IEEE International Conference for Advancement in Technology (ICONAT) Goa, India. Jan 21-22, 2022. DOI: 10.1109/ICONAT53423.2022.9726105

9. Rahul B Adhao, Mayur Tayde, Vinod Pachghare, “Statistical Feature Selection Based Intrusion Detection System For Internet of Things Environment”, 1st International Conference on Computational Intelligence and Network Security (ICCINS-2022)(VIRTUAL) 3-4 March, 2022 National Institute of Technology Raipur, Chhattisgarh, INDIA

10. Rahul Adhao, V. K. Pachghare, “An Intrusion Detection System for Zero -Day Attacks to Reduce False Positive Rates”, 2022 International Conference for Advancement in Technology (ICONAT) 21st – 22nd January 2021

11. Rahul Adhao, V. K. Pachghare, “Flow based Intrusion Detection for Cloud Computing Environment”, International Conference on Recent trends in Science and Technology, Mysuru, July, 2021.

12. Rahul Adhao, V. K. Pachghare, “Feature selection based on hall of fame strategy of Genetic Algorithm for Flow-based IDS, International Conference on Data Science Computation and Security (Springer-IDSCS-2021)

13. Ishita Karna, Aniket Madam, Chinmay Deokule, Rahul Adhao, V. K. Pachghare, “Ensemble-Based Filter Feature Selection Technique for Building Flow-Based IDS”, IEEE International Conference on Advances in Computing, Communication, Embedded and Secure Systems (ACCESS’ 21)

14. V. K. Pachghare, Rupali Chopade “A Technique to Analyze a Cassandra Tombstone for Identification of Operations”, accepted and presented paper in Fifth International Congress on Information and Communication Technology (ICICT 2020) held at London, the United Kingdom | February 20- 21, 2020., for publication in Springer AISC. ISBN Number – 2194-5357. (Scopus)

15. Ruplali Chopade, V. K. Pachghare, “Performance Analysis of Proposed Database Tamper Detection Technique”, accepted and presented paper in Fifth International Congress on Information and Communication Technology (ICICT 2020) held at London, the United Kingdom | February 20- 21, 2020., for publication in Springer AISC. ISBN Number – 2194-5357. (Scopus)

16. Shyamal Virnodkar, V. K. Pachghare et al., “Performance Evaluation of RF and SVM for Sugarcane classification Using Sentinel-2 Time series NDVI”, 4^th International Conference on Advanced Computing and Intelligent Engineering (ICACIE 2019)

17. Shyamal Virnodkar, V. K. Pachghare et al., “A Technique to classify Sugarcane crop from Sentinel-2 to satellite imagery using U-net Architecture”, 4^th International Conference on Advanced Computing and Intelligent Engineering (ICACIE 2019)
18. Rupali Chopade, V. K. Pachghare, “Evaluation of Digital Forensic Tools in MongoDB Database Forensics”, 4^th International Conference on Advanced Computing and Intelligent Engineering (ICACIE 2019) held during 21-23 December 2019, organized by Rama Devi Women’s University, Bhubaneswar, Springer AISC series (Scopus Indexed)
19. Rupali Chopade, V. K. Pachghare et al, “Tamper Detection of Redis & Cassandra database – A comparative study”, International Conference on Computational Science and Applications (ICCSA-2019), Pune, held during 7-9 August 2019, organized by MITWPU, Pune Springer AIS series (Scopus Indexed) pg. 99-107
20. Pooja Pol, V. K. Pachghare, “Study of Meta-heuristic Optimization Approaches: in Virtue of Grey Wolf Optimization”, IEEE 2019
21. Pooja Pol, V. K. Pachghare, “Trust Computing Model Based on Meta-Heuristic Approach for Collaborative Cloud Environment”, International Conference on Communication, Computing and Electronics Systems, Springer 2019
22. Rupali Chopade, Vinod Pachghare et al, “Tamper Detection in MongoDB and CouchDB Database”, International Conference on Computational Science and Applications (ICCSA-2019), Pune, Springer held during 7-9 August 2019, organized by MITWPU, Pune Springer AIS series (Scopus Indexed) pg. 109-117
23. Bhagyashri Bhirud, V. K. Pachghare, “Arrhythmia Detection Using ECG Signal: A Survey”, International Conference on Computational Science and Applications (ICCSA-2019), Pune, Springer held during 7-9 August 2019, organized by MITWPU, Pune Springer AIS series (Scopus Indexed) pg. 329-341
24. Rupali Chopade, Vinod Pachghare, “MongoDB Indexing for Performance Improvement”, Springer’s 4th International Conference on ‘ICT for Sustainable Development’ ICT4SD, Goa 5-6 July 2019, Springer
25. Shyamal Virnodkar, Vinod Pachghare, “Application of Machine Learning on Remote Sensing data for Sugarcane Crop Classification: A Review”, Springer’s 4th International Conference on ‘ICT for Sustainable Development’ ICT4SD, Goa 5-6 July 2019, Springer
26. V. K. Pachghare et al., “Automatic Selenium Code Generation for Testing”, International Conference on Intelligent Computing, Information and Control systems 2019. Springer (Scopus)
27. V. K. Pachghare et al., “Feature Relevance Analysis for Flow Based Dataset” 3rd IEEE International Conference on Inventive Computation Technologies (ICICT-2018) at Coimbatore
28. V. K. Pachghare et al., Survey on Private Blockchain Consensus Algorithms”, 1^st International Conference on Innovations in Information and Communication Technology (ICIICT) 2019, IEEE DOI: 10.1109/ICIICT1.2019.8741353
29. Vinod Pachghare, Deepak Kshirsagar, Gayatri Patil, “Feature Reduction in Flow Based Intrusion Detection System”, 3^rd IEEE International Conference On Recent Trends In Electronics, Information & Communication Technology, 2018
30. Snehalkumar Swaisarje, Vinod Pachghare, Deeapk Kshirsagar, “Malware Detection based on String Length Histogram using Machine Learning”, 3^rd IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT – 2018)
31. V. K. Pachghare et al., “ Setting up Inter cloud Infrastructure for various Academic Institutions” IRF International Conference 2014
32. Rahul B. Adhao , Avinash R. Kshirsagar,Dr. Vinod K. Pachghare, “Reputation Based Fast Intrusion Detection, Proceedings of 3^rd IRF International Conference, 10^th May-2014, Goa, India, ISBN: 978-93-84209-15-5
33. V. K. Pachghare, V. K. Khatavkar, Dr. Parag Kulkarni, “Pattern Based IDS using Supervised, Semi-supervised and Unsupervised approaches”, CCSIT 2012, Part-I LNICST 84, Institute of Comp. Sc., Social Informatics & Telecom Engg. 2012, Springer, pp. 542-551
34. V. K. Pachghare, Dr. Parag Kulkarni, “Pattern Based Network Security Using Decision Trees And Support Vector Machine”, 3^rd International Conference on Electronics Computer Technology (ICECT), Kanyakumari, 2011 IEEE pp. 254-258
35. V. K. Pachghare, Dr. Parag Kulkarni, “Performance Analysis of Pattern Based Network Security”, 2nd International Conference on Computer Technology and Development(ICCTD 2010) Cairo, Egypt, 2-4 Nov, 2010, IEEE, pp. 277-281
36. V. K. Pachghare, Dr. Parag Kulkarni, Deven Nikam, “Intrusion Detection System using Self Organizing Maps”, International Conference on Intelligent Agent and Multi-agent Systems (IAMA) 2009
37. V. K. Pachghare, Dr. Parag Kulkarni, Deven Nikam, “Neural Network Algorithms for Building Pattern Based Network Security”, International Conference on VLSI and Communication ICVCom, 2009.
38. U. Adsule, V. K. Pachghare and P. Kulkarni, “Efficient intrusion detection system models”, Computer and Network Technology, proceedings of the international conference on ICCNT 2009, Chennai, India, 24 – 26 July 2009, pg 199-203.

National Conferences

• V. K. Pachghare, et. al., “Overview of Intrusion Detection System” , Business Technologies Conference, Indore, (March 2009)