Books
1. Shivi Garg & Niyati Baliyan, "Mobile OS Vulnerabilities – Quantitative and Qualitative analysis" , CRC Pr I Llc; 1st edition (August 17, 2023) ISBN-10 : 1032407468
ISBN-13 : 978-1032407463, https://doi.org/10.1201/9781003354574
2. Sandeep Kumar & Niyati Baliyan, Semantic Web Based Systems: Quality Assessment Models, SpringerBriefs in Computer Science,2018 https://doi.org/10.1007/978-981-10-7700-5 e-ISBN: 978-981-10-7700-5
Journal papers
SCIE
Siftee Ratra, Mohona Ghosh, Niyati Baliyan, Jinka Rashmitha Mohan, Sanjana Singh (2024) Graph Neural Network based Phishing Account Detection in Ethereum, The Computer Journal, The Computer Journal, Volume 67, Issue 12,Pages 3160–3168, https://doi.org/10.1093/comjnl/bxae079 (December 2024),
Priti Bhardwaj & Niyati Baliyan (2024) A Novel and Effective Multi-Class Classification Method for Imbalanced Medical Transcriptions, IETE Journal of Research, https://doi.org/10.1080/03772063.2024.2304002 (January 2024)
Bhawna Narwal , Monica Malik , Amar Kumar Mohapatra , Niyati Baliyan , Varun Shukla , Manoj Kumar "Dissecting Wireless Body Area Networks Routing Protocols: Classification, Comparative Analysis and Research Challenges" International Journal of Communication Systems, Wiley https://doi.org/10.1002/dac.5637 (29 October 2023)
Vidhi Bansal, Niyati Baliyan and Mohona Ghosh, "MLChain: A Privacy Preserving Model Learning Framework Using Blockchain" International Journal of Information Security, Springer https://doi.org/10.1007/s10207-023-00754-3 (28 September 2023)
Garg, S. ., & Baliyan, N. . . MalVulDroid: Tracing Vulnerabilities from Malware in Android using Natural Language Processing. Journal of Web Engineering, 21(08), 2339–2362. https://doi.org/10.13052/jwe1540-9589.2185 (19 March 2023)
Saumya Bansal, and Niyati Baliyan. Remembering Past and Predicting Future: A Hybrid Recurrent Neural Network based Recommender System. Journal of Ambient Intelligence and Humanized Computing, Springer,https://doi.org/10.1007/s12652-022-04375-x (04 Sept 2022 )
Shivi Garg and Niyati Baliyan. M2VMapper: Malware-to-Vulnerability Mapping for Android using Text Processing. Expert Systems with Applications, Elsevier, Vol. 191, pp. 116360, https://doi.org/10.1016/j.eswa.2021.116360 (1 April 2022) ISSN: 0957-4174
Kritika Verma, and Niyati Baliyan. Grey wolf optimization with fuzzy logic for energy-efficient communication in wireless sensor network-based Internet of Things scenario. International Journal of Communication Systems, Wiley, Vol. 34 ( 17), pp. e4981. https://doi.org/10.1002/dac.4981 (20 sept. 2021) ISSN: 1099-1131
Saumya Bansal, and Niyati Baliyan. ShillDetector: A Binary Grey Wolf Optimization Technique for Detection of Shilling Profiles. Journal of Ambient Intelligence and Humanized Computing, Springer (2021), pp. 1-14. https://doi.org/10.1007/s12652-021-03320-8 (2 June 2021)ISSN: 1868-5145
Shivi Garg, and Niyati Baliyan. Comparative Analysis of Android and iOS from Security Viewpoint. Computer Science Review, Elsevier, Vol. 40, pp. 100372, https://doi.org/10.1016/j.cosrev.2021.100372 (May 2021) ISSN: 1574-0137
Shivi Garg, and Niyati Baliyan. Android Security Assessment: A Review, Taxonomy and Research Gap Study Computers & Security, Elsevier, Vol. 100, pp. 102087, https://doi.org/10.1016/j.cose.2020.102087 (Jan 2021) ISSN: 0167-4048
Saumya Bansal and Niyati Baliyan. Bi-MARS: A Bi-clustering based Memetic Algorithm for Recommender Systems, Applied Soft Computing, Elsevier, vol. 97, p 106785, doi.org/10.1016/j.asoc.2020.106785 (Dec 2020) ISSN: 1568-4946
Niyati Baliyan, and Aarti Sharma. Related Blogs’ Summarization with Natural Language Processing. The Computer Journal, Oxford, Vol. 64(3), Pages 347–357, https://doi.org/10.1093/comjnl/bxaa110 (5 September 2020) ISSN: 1460-2067
Shivi Garg, and Niyati Baliyan. A Novel Parallel Classifier Scheme for Vulnerability Detection in Android. Computers and Electrical Engineering, Elsevier, Vol. 77, pg 12-26, https://doi.org/10.1016/j.compeleceng.2019.04.019 July, 2019, ISSN: 0045-7906
Niyati Baliyan & Sandeep Kumar (2018) SWAQ: a Semantic Web Application Quality Evaluation Framework, Journal of Experimental & Theoretical Artificial Intelligence, Taylor & Francis, Vol. 30(6), pp. 953-972, https://doi.org/10.1080/0952813x.2018.1509893 ISSN: 1362-3079 (30 August 2018)
Niyati Baliyan & Sandeep Kumar, Software Process and Quality Evaluation for Semantic Web Applications, IETE Technical Review, Taylor & Francis, Vol. 31(6), 452-462, https://doi.org/10.1080/02564602.2014.967317 (16 October 2014) ISSN: 0974-5971
Sandeep Kumar, Niyati Baliyan, & Shriya Sukalikar, Ontology Cohesion and Coupling Metrics, International Journal on Semantic Web and Information Systems, IGI, Vol. 13(4), 1-26, 2017. https://doi.org/10.4018/ijswis.2017100101 ISSN: 1552-6291
ESCI + SCOPUS
1. Saumya Bansal and Niyati Baliyan. A Study of Recent Recommender System Techniques ,International Journal of Knowledge and Systems Science, IGI, vol. 10 (2) (July 2019) https://doi.org/10.4018/ijkss.2019040102 ISSN: 1947-8216, pages 29
2. Shivi Garg, Niyati Baliyan, Data on Vulnerability Detection in Android. Data in Brief, Elsevier , 22, 1081-1087 , Feb, 2019 https://doi.org/10.1016/j.dib.2018.12.038 ISSN: 2352-3409
SCOPUS
1. Saumya Bansal, Niyati Baliyan, and Rakhee Sharma, Hybridizing Grey Wolf Optimization and Memetic Algorithms to Mitigate Shilling Attacks for Ensuring Reliable Recommendations, Int. j. inf. tecnol. Springer ((22 July 2025). https://doi.org/10.1007/s41870-025-02657-z
2. Aggarwal, P., Baliyan, N. & Bansal, S. Improved biometric authentication using surf based variational Bayesian extreme learning machine. Int. j. inf. tecnol. Springer, 16, 2925–2935 (2024). https://doi.org/10.1007/s41870-024-01845-7
3. Niyati Baliyan & Sandeep Kumar, Towards measurement of structural complexity for ontologies, International Journal of Web Engineering and Technology, Inderscience, 11(2), 153-173, 2016.https://doi.org/10.1504/ijwet.2016.077343 ISSN: 1741-9212
International Conference papers
Web of Science and Scopus indexed
Bhawna Singh, Niyati Baliyan, Afsha, Aaheli, and Nishali. "Comparative Insights into Speech Emotion Recognition using Machine Learning and Deep Learning "accepted for presentation at 9th Soft Computing: Theories and Applications (SOCTA) at MNIT Jaipur, 27-29 December 2024, In: Kumar, R., Verma, A.K., Verma, O.P., Rajpurohit, J. (eds) Soft Computing: Theories and Applications. SoCTA 2024. Lecture Notes in Networks and Systems, vol 1343. Springer, Singapore. https://doi.org/10.1007/978-981-96-5955-5_29
Prarthana Samal, Avni Gupta, and Niyati Baliyan. "Deep Learning for Suicide Risk Detection in Reddit Posts.", Advanced Computing and Communications Conference (ADCOM 2024) at IIIT Bangalore 18-20 December 2024, In: Srinivasa, S., Saragur, S., Malapaka, S. (eds) Advanced Computing and Communications: Responsible AI. ADCOM 2024. Communications in Computer and Information Science, vol 2461. Springer, Cham. https://doi.org/10.1007/978-3-031-96473-2_17
S. Bansal and N. Baliyan, "Recommender System: Bibliometric Analysis of a Decade," 2024 3rd Edition of IEEE Delhi Section Flagship Conference (DELCON), New Delhi, India, 2024, pp. 1-3, https://doi.org/10.1109/DELCON64804.2024.10866079
Kumar Shivam, Bhawna Singh, and Niyati Baliyan. "Mood based Quote Recommendation using Deep Learning" accepted for presentation at 5th International Conference on Frontiers in Computing and Systems(COMSYS) at BITS-Pilani, Goa Campus, 13-15 December 2024, proceedings by Springer.
Deepanjali Singh, Ayush Anand, Abhyuday Chaturvedi, and Niyati Baliyan. 2024. IWSLT 2024 Indic Track system description paper: Speech-to-Text Translation from English to multiple Low-Resource Indian Languages. In Proceedings of the 21st International Conference on Spoken Language Translation (IWSLT 2024), August 15-16, 2024, pages 311–316, Bangkok, Thailand (in-person and online). Association for Computational Linguistics. https://aclanthology.org/2024.iwslt-1.37.pdf
Maurya Ranjeet Jeebodh, and Niyati Baliyan , "IoT Malware Detection using Deep Learning ", presented at 15th International Conference on Computing, Communication and Networking Technologies (ICCCNT) during June 24th - 28th, 2024 at IIT - Mandi, Kamand, India, pp. 1-6, doi: 10.1109/ICCCNT61001.2024.10724403.
Rishika Kant, Rochita Sharma, Radhika Jain, Mohona Ghosh, Niyati Baliyan, "Effective Classification of Tor Traffic using Deep Learning". presented at: 5th International Conference on Data Analytics & Management during 14-15 June 2024, Organized By: London Metropolitan University, London, UK , to be published in Springer LNNS.In: Swaroop, A., Virdee, B., Correia, S.D., Polkowski, Z. (eds) Proceedings of Data Analytics and Management. ICDAM 2024. Lecture Notes in Networks and Systems, vol 1302. Springer, Singapore. https://doi.org/10.1007/978-981-96-3381-4_29 (published on 1 May 2025)
Aditi Kaushik, Niyati Baliyan, Nonita Sharma, "Performance Analysis of Filtering Approaches for News Recommendations". Presented In: 4th International Conference on Machine Learning and Big Data Analytics (ICMLBDA) 2024, at National Institute of Technology Kurukshetra, during May 9-11 2024, to be published in Springer PROMS.
Monika Kumari, Mohona Ghosh, Niyati Baliyan, Temporal Analysis of Privacy Enhancing Technology Traffic Using Deep Learning. In: Arief, B., Monreale, A., Sirivianos, M., Li, S. (eds) Security and Privacy in Social Networks and Big Data. SocialSec 2023. Lecture Notes in Computer Science, vol 14097. Springer, Singapore. https://doi.org/10.1007/978-981-99-5177-2_14. 9th International Symposium on Security and Privacy in Social Networks and Big Data , University of Kent, Canterbury, UK, August 14-16, 2023.
Vidhi Bansal, Niyati Baliyan and Mohona Ghosh, "Dynamic Android Malware Detection Using Light Gradient Boosting Machine," 2022 4th International Conference on Artificial Intelligence and Speech Technology (AIST), Delhi, India, 2022, pp. 1-6, https://doi.org/10.1109/AIST55798.2022.10065236
Vidhi Bansal, Mohona Ghosh, Niyati Baliyan (2022). Efficient and Effective Static Android Malware Detection Using Machine Learning. In: Badarla, V.R., Nepal, S., Shyamasundar, R.K. (eds) Information Systems Security. ICISS 2022@ IIT Tirupati. Lecture Notes in Computer Science, vol 13784. Springer, Cham. https://doi.org/10.1007/978-3-031-23690-7_6
Niyati Baliyan and Kritika Verma, Analytic Hierarchy Process based Ranking of Wireless Sensor Network Clustering Algorithms, 2nd International Conference on Computing and Communication Networks (ICCCN) , held at Manchester Metropolitan University, U.K., 19-20 Nov. 2022. AIP Conf. Proc. 25 March 2024; 2919 (1): 130001 https://doi.org/10.1063/5.0188253
Apoorva Gupta, Smriti Arora, and Niyati Baliyan, Online News Extraction and Multiclass Classification using Linear Support Vector Machines, IEEE 9th Intl. Conference on Soft Computing & Machine Intelligence (ISCMI) held in Toronto, ON, Canada, 26-27 November 2022. pp. 188-191, https://ieeexplore.ieee.org/document/10068460
Sunandini Singla & Niyati Baliyan (2019), Space Shuttle Landing Control using Supervised Machine Learning, SIGMA 2018, NSUT Delhi, In: Malik H., Srivastava S., Sood Y., Ahmad A. (eds) Applications of Artificial Intelligence Techniques in Engineering. AISC, Springer, vol. 2(697),pg 349-356 https://doi.org/10.1007/978-981-13-1822-1_32
Meenal Saini, Niyati Baliyan & Vineeta Bassi, Prediction of Heart Disease severity with Hybrid Data Mining, in IEEE 2nd Tel-Net 2017 conference, 2017 https://doi.org/10.1109/tel-net.2017.8343565
Kapil Jindal, Niyati Baliyan & P. S. Rana (2018), Obesity Prediction using Ensemble Machine Learning Approaches, ICACNI 2017, NIT Goa , Springer AISC series, book , vol 2(708), 'Recent findings in Intelligent Computing Techniques', pp 355-362 , https://doi.org/10.1007/978-981-10-8636-6_37
Niharika Verma & Niyati Baliyan, PAM Clustering Based Taxi Hotspot Detection For Informed Driving, IEEE 8th ICCCNT conference at IIT Delhi, 2017. https://doi.org/10.1109/icccnt.2017.8204060
Satish Dalal, Sandeep Kumar & Niyati Baliyan, An Ontology-Based Approach for Test Case Reuse, ICCD 2014, Springer AISC, vol. 309, 361-366. https://doi.org/10.1007/978-81-322-2009-1_41
Shriya Sukalikar, Sandeep Kumar & Niyati Baliyan, Analysing Cohesion and Coupling for Modular Ontologies, in IEEE Third International Conference on Advances in Computing, Communications and Informatics (ICACCI), pp. 2063-2066, 2014. https://doi.org/10.1109/icacci.2014.6968526
Niyati Baliyan & Sandeep Kumar, Towards software engineering paradigm for Software as a Service, IEEE Seventh International Conference on Contemporary Computing (IC3) , pp. 329-333,2014. https://doi.org/10.1109/ic3.2014.6897195
Niyati Baliyan & Sandeep Kumar, Adaptation of Software Engineering to Semantic Web based System Development, in1- (C2SPCA), pp. 1-5, 2013. https://doi.org/10.1109/c2spca.2013.6749451
Niyati Baliyan & Sandeep Kumar,Quality Assessment of Software as a Service on Cloud using Fuzzy Logic ,IEEE Second International Conference on Cloud Computing in Emerging Markets (CCEM), 1-6, 2013. https://doi.org/10.1109/ccem.2013.6684439
Bhardwaj, P., Sharma, N., Baliyan, N. (2025). An Improved Medical Entity Extraction Method from Annotated Records. In: Noor, A., Saroha, K., Pricop, E., Sen, A., Trivedi, G. (eds) Emerging Trends and Technologies on Intelligent Systems. ETTIS 2024. Lecture Notes in Networks and Systems, vol 1073. Springer, Singapore. https://doi.org/10.1007/978-981-97-5703-9_37 (Feb 2025)
Sejal Aloria, Ishika Aggarwal, Niyati Baliyan and Mohona Ghosh (2023) Hilarious or Hidden? Detecting Sarcasm in Hinglish Tweets using BERT-GRU, presented at 14th International Conference on Computing, Communication and Networking Technologies (ICCCNT) held on July 6th-8th, 2023, at IIT Delhi pp. 1-6, https://doi.org/10.1109/ICCCNT56998.2023.10307171
Lenin, Aiswarya, Pragti Chauhan, Tusharika Mehta, Niyati Baliyan, and Deepak Kumar Sharma (2023). "Automating Citation Intent Classification on SciCite Dataset." In 2023 International Conference on Computer, Electronics & Electrical Engineering & their Applications (IC2E3), NIT Uttarakhand, Srinagar Garhwal, India, 2023, pp. 1-6,
https://doi.org/10.1109/IC2E357697.2023.10262812
Vidhi Jain, Niyati Baliyan, and Shammy Kumar (2023) Machine Learning Approaches for Entity Extraction from Citation Strings, presented at 3rd International Conference on Information Technology held during 2-3 March, 2023 , In: Murthy, B.K., Reddy, B.V.R., Hasteer, N., Van Belle, JP. (eds) Decision Intelligence. InCITe 2023. Lecture Notes in Electrical Engineering, vol 1079. Springer, Singapore. https://doi.org/10.1007/978-981-99-5997-6_25
Vasundhra Gupta, Mohona Ghosh and Niyati Baliyan, (2021) Analyzing Forensic Anatomization of Windows Artefacts for Bot-Malware Detection. In: Senjyu T., Mahalle P.N., Perumal T., Joshi A. (eds) Information and Communication Technology for Intelligent Systems. ICTIS 2020. Smart Innovation, Systems and Technologies, vol 195. Springer, Singapore. https://doi.org/10.1007/978-981-15-7078-0_61 (Oct 2020)
Shivi Garg and Niyati Baliyan. Machine Learning Based Android Vulnerability Detection: A Roadmap. In: Kanhere S., Patil V.T., Sural S., Gaur M.S. (eds) Information Systems Security. 16th ICISS 2020, IIT Jammu. Lecture Notes in Computer Science, vol 12553. Springer, Cham. https://doi.org/10.1007/978-3-030-65610-2_6 (6 Dec 2020)
Aarti Sharma, Niyati Baliyan, Analysis and Summarization of Related Blog Entries Using Semantic Web, presented at First International Conference on Advances in Electrical and Computer Technologies , Springer Lecture Notes in Electrical Engineering, vol. 672, pp 67-75 https://link.springer.com/chapter/10.1007%2F978-981-15-5558-9_7 Sept 2020
Niyati Baliyan & Sandeep Kumar, A Behavioral Metrics Suite for Modular Ontologies, ACM Second International Conference on Information and Communication Technology for Competitive Strategies (ICTCS) 2016. https://doi.org/10.1145/2905055.2905193
1. Priti Bhardwaj, Niyati Baliyan, Hadoop based Analysis and Visualization of Diabetes Data through Tableau , In August, 2019 Twelfth International Conference on Contemporary Computing (IC3) (pp. 1-5). IEEE. https://doi.org/10.1109/ic3.2019.8844873
2. Saumya Bansal, Niyati Baliyan, Evaluation of Collaborative Filtering Based Recommender Systems against Segment-Based Shilling Attacks, International Conference on Computing, Power and Communication Technologies , Sept, 2019, pp. 110-114. https://ieeexplore.ieee.org/document/8940544
3. Smriti Arora, Niyati Baliyan, Extraction and Analysis of Information in News Domain using Semantic Web, IEEE 4th International Conference On Internet of Things: Smart Innovation and Usages, pp. 1-6 , April, 2019, https://doi.org/10.1109/IoT-SIU.2019.8777502
4. Nishant Srivastava, Stuti, Kanika Gupta, Niyati Baliyan , Improved Market Basket Analysis with Utility Mining, 3rd International Conference on Internet of Things and Connected Technologies, at MNIT Jaipur, 2018 , https://doi.org/10.2139/ssrn.3170300
Bhawna Singh and Niyati Baliyan "SERMuse: Speech Emotion Recognition based Music Recommendation" –https://recsogood.github.io/recsogood25/papers.html, 2nd RecSoGood 2025 Workshop |co-located with 19th ACM RecSys, Sept 22-26, 2025 at Prague, Czech Republic, to be published on a volume by Springer, in the CCIS Series.
2.Shivi Garg and Niyati Baliyan, M2VMapper: Malware-to-Vulnerability mapping for Android using text processing presented at 24th International Conference on Information and Communications Security (ICICS), University of Kent, U.K, 5-8 September 2022 https://icics2022.cyber.kent.ac.uk/program.php#posters_demos https://icics2022.cyber.kent.ac.uk/posters/Poster_V2.pdf
3. Saumya Bansal, Niyati Baliyan, 2019, December. Memetic Algorithm based Similarity Metric for Recommender System. In Proceedings of the 12th IEEE/ACM International Conference on Utility and Cloud Computing Companion (pp. 143- 144). Auckland University of Technology, New Zealand, Dec, 2019, ACM https://doi.org/10.1145/3368235.3369372
Book Chapters
Saumya Bansal and, Niyati Baliyan (3 Jan 2023), Detecting Group Shilling Profiles in Recommender Systems: A Hybrid Clustering and Grey Wolf Optimizer Technique. In: Singh, D., Garg, V., Deep, K. (eds) Design and Applications of Nature Inspired Optimization. Women in Engineering and Science. Springer, Cham. https://doi.org/10.1007/978-3-031-17929-7_7
2. Priti Bhardwaj and Niyati Baliyan, Big Data Analytics in Healthcare, published on 24 Jul 2019 in Smart Healthcare Systems on pages 1 to 15: https://doi.org/10.1201/9780429020575-1
3. Niyati Baliyan, & Ankita Verma, (July 2019). Recent Advances in the Evaluation of Ontology Quality In Lytras, M. D., Aljohani, N., Damiani, E., & Chui, K. Semantic Web Science and Real-World Applications (pp. 1-395). Hershey, PA: IGI Global. https://doi.org/10.4018/978-1-5225-7186-5.ch013
1. Shivi Garg and Niyati Baliyan (online on 1 January 2022) Android Stack Vulnerabilities: Security Analysis of a Decade. In: Dua M., Jain A.K., Yadav A., Kumar N., Siarry P. (eds) Proceedings of the International Conference on Paradigms of Communication, Computing and Data Sciences. NIT Kurukshetra, MAY 07-09, 2021, Algorithms for Intelligent Systems. Springer, Singapore. https://doi.org/10.1007/978-981-16-5747-4_10
2. Saumya Bansal and Niyati Baliyan. 2021. A Multi-criteria Evaluation of Evolutionary Algorithms Against Segment Based Shilling Attacks. In: Tiwari A., Ahuja K., Yadav A., Bansal J.C., Deep K., Nagar A.K. (eds) Soft Computing for Problem Solving. Advances in Intelligent Systems and Computing, vol 1392. Springer, Singapore. https://doi.org/10.1007/978-981-16-2709-5_8 (14 October 2021) conference hosted by IIT Indore
3. Shivi Garg, and Niyati Baliyan. "Android Malware Classification using Ensemble Classifiers." Cloud Security : Concepts, Applications and Perspectives. CRC Press, May 2021. 133-145. https://doi.org/10.1201/9780367821555
4. Niyati Baliyan, Aakriti Johar, Priti Bhardwaj (2021) Identification of Congestive Heart Failure Patients Through Natural Language Processing. In: Verma G.K., Soni B., Bourennane S., Ramos A.C.B. (eds) Data Science. Transactions on Computer Systems and Networks. Springer, Singapore. https://doi.org/10.1007/978-981-16-1681-5_26, 20 August 2021, pg 411-435.
Newsletter publications
1. Niyati Baliyan & Sandeep Kumar, A Hierarchical Fuzzy System for Quality Assessment of Semantic Web Application as a Service, ACM SIGSOFT SEN, 40(7), 1-7, 2016. https://doi.org/10.1145/2853073.2853085
2. Niyati Baliyan, Vidushi Sharma, & Shivani, A Fuzzy Model for High-Level Clones in Software, ACM SIGSOFT SEN, 38(3), 1-4, 2013. https://doi.org/10.1145/2464526.2464531
source:
https://www.scopus.com/authid/detail.uri?authorId=56025655000