Front Matter ACI-2023 PrateekAgrawal dr.agrawal.prateek@gmail.com Lovely Professional University
Punjab INDIA
Lovely Professional University
Punjab INDIA
Lovely Professional University
Punjab INDIA
Lovely Professional University
Punjab INDIA
AshwaniKumar Shreyas Institute of Engineering and Technology
India
Shreyas Institute of Engineering and Technology
INDIA
Shreyas Institute of Engineering and Technology
India
Shreyas Institute of Engineering and Technology
INDIA
VishuMadaan dr.vishumadaan@gmail.com Lovely Professional University
Punjab INDIA
Lovely Professional University
Punjab INDIA
Lovely Professional University
Punjab INDIA
Lovely Professional University
Punjab INDIA
VladislavKashansky Eteronix GmbH
Austria
Eteronix GmbH
AUSTRIA
Eteronix GmbH
Austria
Eteronix GmbH
AUSTRIA
PawanKumar Verma Sharda University
India
Sharda University
INDIA
Sharda University
India
Sharda University
INDIA
Proceedings Sreyas Institute of Engineering and Technology
29th-30th December 2023 Hyderabad Telangana India
Front Matter ACI-2023 1613-0073 5EB07334266B1B2B5C6240D94D440C1F GROBID - A machine learning software for extracting information from scholarly documents Computational Intelligence, Machine learning, Artificial Intelligence, Deep Learning, Internet of Things, Sustainable Computing, Cloud Computing, Data Security Orcid 0000-0001-6861-0698 (P. Agrawal) 0000-0002-2100-900X (A. Kumar) 0000-0002-9127-4490 (V. Madaan) 0000-0001-9437-1790 (V. Kashansky) 0000-0002-2189-3974 (P. K. Verma)

The ACI-2023 has been held in Dec 2023 as a special workshop under the umbrella of the 2nd International Conference on Artificial Intelligence and Data Science (ICAIDS-2023). 100+ experts from more than 20 countries were the part of ICAIDS-2023 conference and workshop committees. The workshop broadly focused on two thematic areas: i) Machine learning and deep learning approaches in trans-disciplinary applications, ii) Cloud Computing, Security and IOT. The rigorous and peer review selection process ensured that only high quality manuscripts in the above mentioned themes are accepted for final publication. We received a total number of 56 submissions in ACI-2023 with 24 papers finding their place in the final workshop proceedings.
Table of Contents1 Development of a Knowledge-Based System for Diagnosis and Treatment of Obesity. Abebaw Agegne, Ayodeji Olalekan Salau, Ayalew Belay, Anupam Singh, Nigus Wereta Asnake and Sepiribo Lucky Braide . . . . . . . . . . . 6-23 . . . . . Yogesh Kumar Balaji . . . . . . . . . . 35-46 . . . . 5 4 An Anomaly-based Network Intrusion Detection System Using Ensemble Feature Integration with Deep Learning Techniques. Srinivas Akkepalli, Sagar Kadapa . . . . . . . . . . . . . . . . . . 47-57 . . . . . . . . . 5 5 Advancements in Text-to-Image Generation: A Comparative Study of Model Architectures, Datasets and Performance Metrics. An Analysis of Deep Learning Models to Detect Deepfake Videos. Muleef Bhat, Prateek Agrawal, Charu Gupta . . . . . . . . . . . 129-140 . . . . . 5 11 Integrating Language Models and Machine Learning for Crop Disease Detection for Farmer Guidance. Vishu Madaan, Gagan Bindal, Sandeep Singh, Shiv Kumar Yadav, Ankur Singh, Piyush Sinha, Dimple Nagpal . . . . . . . . . . . . . . . . 141-154 . . . . . . . . 5 24 Safeguarded DNA-based Information Storage Framework for Eco-friendly Data Centers. Pronaya Bhattacharya, Sudip Chatterjee, Anupam Singh . . . . . 291-302 . . 552 Real-Time Hand Gesture Recognition System.Aarti, Swathi Gowroju, Raju Pal, Vaddhiraju Swathi, Shirisha Yerraboina24-34 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .53 Enhanced Detection of Epileptic Seizure Using Supervised and UnsupervisedAlgorithms.Ananthakrishnan Gopalakrishnan, Sharon Priya Surendran, Aisha Banu Wa-hab, Aarthi Gopalakrishnan, .57 A Survey on Underwater Image Segmentation and Image quality Enhance-ments using Deep Learning Models.Veeresh, Thillaigovindan Senthil Kumar . . . . . . . . . . . . . . .91-102 . . . . . . .58 Advancing Legal NLP: A Comparative Study of Transformer-Based Modelsfor Ambiguous Clause Detection in Legal Documents.. .59 Deepfake Image Detection & Classification using Conv2D Neural Networks.Debasish Samal, Prateek Agrawal, Vishu Madaan . . . . . . . . . 113-128 . . . .510 DFDA:
Tejas Goyal, Kaveesh Khattar, Kubtoor Patel Dhruv, Aditya Hombal, Mamatha Hosalli Ramappa . . . . . . . . . . . . . . . . . . . . . . . 58-77 . . . . . . . . . . . . 5 6 Survey of Early Melanoma Symptoms in Medical Dermoscopy Using Deep Learning Methods. Gururaj Nase, Arun Arthanareeswaran . . . . . . . . . . . . . . . .78-90 . . . . . . . Vrishani Shah . . . . . . . . . . . . . . . . . . . . . . . . . . . 103-112 . . . . . . . . . . . .
Systematic Analysis of Object Detection for Security Camera Using Machine Learning ShubhamSwarup Pradhan GhanshyamKumar Yadav DibyajyotiDhall RajuKumarSingh DharmveerSingh VishalRai GagandeepKaur AnshuVashisth Biometric Authentication System for Access Control JaimitPatel AyushKumarAnubhav RachitKumarSingh AbhiTiwari BhupinderSingh Kaur 5 Smart City Web Application for Business Healthcare & Education SourjadipPramanik VaibhavKadam Vrinda Parkhi Intelligent and Secured Cloud Service Management Using Smart Data Hashing Algorithm PrudhviSriramakavacham ChennuriRaj Nagendra Sai Keturu Madan Mohan, Ponaganti Srinivasa Rao Evaluating Mental Well-being through Wearable Sensors Utilizing Machine Learning PushpendraKumar Rajput Aarti, Swathi Gowroju, Raju Pal, Impact of Internet of Things Applications Prashant Kumar Sinha, Muhammad Amir Khusru Akhtar Malware Detection in IoT Enabled Multimedia Environment Using the Feline Cad-based Deep CNN Seelam Sai Satyanarayana Reddy, Harikrishna Bommala 19 Smart Traffic Signal Management for Urban Efficiency and Safety: Leveraging Vehicle Density and Emergency Prioritization Subrata Paul, Anirban Mitra, Anupam Singh, Shivnath Ghosh Pronaya Bhattacharya Smart Hospital Setups with IoT-Enabled Connectivity of Artificial Intelligence System Vella Satyanarayana, Mahesh Kumar Singh, Robin Varghese Seamless Smart Home Control Using Mobile App with Voice and Auto Modes Bhupinder Kaur Athifa Shaik, Chilamakuru Veera Sai Mahidhar, Pitla Rishitha, Sai Dinesh Lankipalli, Satyasai Kilaru, Chennur Krishna Prasad Sub-threshold Leakage Current Differential Age Sensor for Identifying Reused Integrated Circuits <author> <persName><forename type="first">Mahesh</forename><forename type="middle">Kumar</forename><surname>Singh</surname></persName> </author> <author> <persName><forename type="first">Palaka</forename><surname>Uma</surname></persName> </author> <author> <persName><forename type="first">Maheswara</forename><surname>Rao</surname></persName> </author> <author> <persName><forename type="first">Vella</forename><surname>Satyanarayana</surname></persName> </author> <imprint> <biblScope unit="page" from="270" to="281" /> </imprint> </monogr> </biblStruct> <biblStruct xml:id="b12"> <monogr> <title level="m" type="main">An Innovative Crypto-Stego Technique for Secure and Privacy-Preserving on Reliable Transmission Data Harikrishna Bommala, Seelam Sai Satyanarayana Reddy