Abstract
Aneja, S., Aneja. N., and Petra, I. "Instant messaging for mobile device with offline and online mode." U.S. Patent 10,834,035, filed Dec 28, 2015, issued Nov 10, 2020.
CV
Education
- Ph.D. in Computer Engineering
- J. C. Bose University of Science & Technology YMCA, Faridabad, India, 2019
- Title: Optimization of Routing Protocols and Profile Matching Algorithms in Ad-hoc Social Networking, Jan 16, 2019
- M.E. Computer Technology and Applications
Work experience
Nov 2018 - Till Date: Founder and Developer, ResearchID.co
- Feb 2013 -Till Date: Universiti Brunei Darussalam
- Asst. Prof. at the School of Digital Science
- July 2007 - Dec 2012: Microsoft Patent Research Services, CPA Global, Noida, India
- Associate IP Lead
Certificates
- Introduction to Tableau from DataCamp
- Data Analyst Nanodegree from Udacity
- Deep Learning Nanodegree from Udacity
- Computer Vision Nanodegree from Udacity
- Natural Language Processing Nanodegree from Udacity
- AI Programming with Python Nanodegree from Udacity
- Android Basics Nanodegree by Google
Skills
- Deep Learning
- Computer Vision
- Natural Language Processing
- Machine Learning
Patents
Abstract
Aneja, N., and Gambhir, S. "Method and system for Ad-hoc Social Networking and Profile Matching." U.S. Patent 10,264,609, filed Dec 28, 2015, issued April 16, 2019.
Abstract
Aneja, N., and Aneja, S. "Anti-fraud computer implemented method for financial card transaction." U.S. Patent Publication 2015/0339,657, filed May 23, 2014, published Nov 26, 2015.
Publications
SentimentPulse: Temporal-Aware Custom Language Models vs. GPT-3.5 for Consumer Sentiment
Lixiang Li, Bharat Bhargava, Alina Nesen, Nagender Aneja "SentimentPulse: Temporal-Aware Custom Language Models vs. GPT-3.5 for Consumer Sentiment." I Can’t Believe It’s Not Better (ICBINB): Failure Modes in the Age of Foundation Models, NeurIPS 2023, 2023.
Detect & Adapt: A Resiliency Enhancement Mechanism for Space Computing Platforms
Shafkat Islam, Nagender Aneja, Ruy Oliveira, Sandhya Aneja, Bharat Bhargava, Jason Hamlet, Chris Jenkins "Detect & Adapt: A Resiliency Enhancement Mechanism for Space Computing Platforms." 10th Annual Conf. on Computational Science & Computational Intelligence (CSCI'23), 2023.
Conversational chat system using attention mechanism for COVID-19 inquiries
Wang Hui, Nagender Aneja, Sandhya Aneja, Abdul Naim "Conversational chat system using attention mechanism for COVID-19 inquiries." International Journal of Intelligent Networks, 2023. doi: 10.1016/j.ijin.2023.05.003
AI Enabled Learning Architecture Using Network Traffic Traces over IoT Network
Nagender Aneja, Sandhya Aneja, Bharat Bhargava "AI Enabled Learning Architecture Using Network Traffic Traces over IoT Network." Wireless Communications and Mobile Computing, 2023. vol. 2023 doi: 10.1155/2023/8658278
Predictive Linguistic Cues for Fake News: A Societal AI Problem
Sandhya Aneja, Nagender Aneja, Ponnurangam Kumaraguru "Predictive Linguistic Cues for Fake News: A Societal AI Problem." IAES International Journal of Artificial Intelligence (IJ-AI), 2022. vol. 11( 4) doi: 10.11591/ijai.v11.i4.pp1252-1260
Defense against adversarial attacks on deep convolutional neural networks through nonlocal denoising
Sandhya Aneja, Nagender Aneja, Pg Abas, Abdul Naim "Defense against adversarial attacks on deep convolutional neural networks through nonlocal denoising." IAES International Journal of Artificial Intelligence (IJ-AI), 2022. vol. 11( 3) doi: 10.11591/ijai.v11.i3.pp961-968
Transfer learning for cancer diagnosis in histopathological images
Sandhya Aneja, Nagender Aneja, Pg Abas, Abdul Naim "Transfer learning for cancer diagnosis in histopathological images." IAES International Journal of Artificial Intelligence (IJ-AI), 2022. vol. 11( 1) doi: 10.11591/ijai.v11.i1.pp129-136
Device fingerprinting using deep convolutional neural networks
Sandhya Aneja, Nagender Aneja, Bharat Bhargava, Rajarshi Chowdhury "Device fingerprinting using deep convolutional neural networks." International Journal of Communication Networks and Distributed Systems, 2022. vol. 28 pp. 171--198 doi: 10.1504/IJCNDS.2022.121197
Collaborative adversary nodes learning on the logs of IoT devices in an IoT network
Sandhya Aneja, Melanie En, Nagender Aneja "Collaborative adversary nodes learning on the logs of IoT devices in an IoT network." 2022 14th International Conference on COMmunication Systems & NETworkS (COMSNETS), 2022. pp. 231--235 doi: 10.1109/COMSNETS53615.2022.9668602
Packet-level and IEEE 802.11 MAC frame-level network traffic traces data of the D-Link IoT devices
Rajarshi Chowdhury, Sandhya Aneja, Nagender Aneja, Pg Abas "Packet-level and IEEE 802.11 MAC frame-level network traffic traces data of the D-Link IoT devices." Data in Brief, 2021. vol. 37 pp. 107208 doi: 10.1016/j.dib.2021.107208
Recent Advances in Ad-Hoc Social Networking: Key Techniques and Future Research Directions
Nagender Aneja, Sapna Gambhir "Recent Advances in Ad-Hoc Social Networking: Key Techniques and Future Research Directions." Wireless Personal Communications, 2021. vol. 117 pp. 1735--1753 doi: 10.1007/s11277-020-07942-7
Network traffic analysis based iot device identification
Rajarshi Chowdhury, Sandhya Aneja, Nagender Aneja, Emeroylariffion Abas "Network traffic analysis based iot device identification." Proceedings of the 2020 the 4th International Conference on Big Data and Internet of Things, 2020. pp. 79--89 doi: 10.1145/3421537.3421545
Neural Machine Translation model for University Email Application
Sandhya Aneja, Siti Nur, Nagender Aneja "Neural Machine Translation model for University Email Application." 2020 2nd Symposium on Signal Processing Systems, 2020. pp. 74--79 doi: 10.1145/3421515.3421522
Semi-supervised learning for cancer detection of lymph node metastases
Amit Jaiswal, Ivan Panshin, Dimitrij Shulkin, Nagender Aneja, Samuel Abramov "Semi-supervised learning for cancer detection of lymph node metastases." arXiv preprint arXiv:1906.09587, 2019.
Transfer learning using CNN for handwritten Devanagari character recognition
Nagender Aneja, Sandhya Aneja "Transfer learning using CNN for handwritten Devanagari character recognition." 2019 1st International Conference on Advances in Information Technology (ICAIT), 2019. pp. 293--296 doi: 10.1109/ICAIT47043.2019.8987286
Detecting Fake News with Machine Learning
Nagender Aneja, Sandhya Aneja "Detecting Fake News with Machine Learning." International Conference on Deep Learning, Artificial Intelligence and Robotics, 2019. pp. 53--64 doi: 10.1007/978-3-030-67187-7_7
IoT device fingerprint using deep learning
Sandhya Aneja, Nagender Aneja, Md Islam "IoT device fingerprint using deep learning." 2018 IEEE international conference on internet of things and intelligence system (IOTAIS), 2018. pp. 174--179 doi: 10.1109/IOTAIS.2018.8600824
Profile-based ad hoc social networking using Wi-Fi direct on the top of android
Nagender Aneja, Sapna Gambhir "Profile-based ad hoc social networking using Wi-Fi direct on the top of android." Mobile Information Systems, 2018. vol. 2018 doi: 10.1155/2018/9469536
Social profile aware AODV Protocol for ad-hoc social networks
Nagender Aneja, Sapna Gambhir "Social profile aware AODV Protocol for ad-hoc social networks." Wireless Personal Communications, 2017. vol. 97 pp. 4161--4182 doi: 10.1007/s11277-017-4718-x
Piecewise maximal similarity for ad-hoc social networks
Sapna Gambhir, Nagender Aneja, Liyanage De "Piecewise maximal similarity for ad-hoc social networks." Wireless Personal Communications, 2017. vol. 97 pp. 3519--3529 doi: 10.1007/s11277-017-4683-4
Protecting Internet Traffic: Security Challenges and Solutions
Mohammed Aledhari, Sukanya Mandal, Nagender Aneja, Mikael Dautrey, Rajesh Nighot, Prasad Mantri, Jared Bielby "Protecting Internet Traffic: Security Challenges and Solutions." IEEE Internet Technology Policy Community White Paper, 2017.
Internet of Things (IoT) Security Best Practices
G Corser, G Fink, J Bielby "Internet of Things (IoT) Security Best Practices." IEEE Internet Technology Policy Community; White Paper, 2017.
Security and Privacy: Challenges and Defending Solutions for NoSQL Data Stores
Sandhya Aneja, Nagender Aneja "Security and Privacy: Challenges and Defending Solutions for NoSQL Data Stores." NoSQL: Database for Storage and Retrieval of Data in Cloud, 2017. pp. 237--250 doi: 10.1201/9781315155579-13
Middleware architecture for ad-hoc social network
Nagender Aneja, Sapna Gambhir "Middleware architecture for ad-hoc social network." Research Journal of Applied Sciences, Engineering and Technology, 2016. vol. 13 pp. 690--695 doi: 10.19026/rjaset.13.3342
Software Design for social profile matching algorithm to create ad-hoc social network on top of android
Sapna Gambhir, Samridhi Mangla, Nagender Aneja "Software Design for social profile matching algorithm to create ad-hoc social network on top of android." 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom), 2016. pp. 3450--3454
Need of ad-hoc social network based on users' dynamic interests
Sapna Gambhir, Nagender Aneja, Samridhi Mangla "Need of ad-hoc social network based on users' dynamic interests." 2015 International Conference on Soft Computing Techniques and Implementations (ICSCTI), 2015. pp. 52--56 doi: 10.1109/ICSCTI.2015.7489562
Geo-social semantic profile matching algorithm for dynamic interests in ad-hoc social network
Nagender Aneja, Sapna Gambhir "Geo-social semantic profile matching algorithm for dynamic interests in ad-hoc social network." 2015 IEEE International Conference on Computational Intelligence & Communication Technology, 2015. pp. 354--358 doi: 10.1109/CICT.2015.50
Geo-social profile matching algorithm for dynamic interests in ad-hoc social network
Nagender Aneja, Sapna Gambhir "Geo-social profile matching algorithm for dynamic interests in ad-hoc social network." Social Networking, 2014. vol. 3 pp. 240 doi: 10.4236/sn.2014.35029
Verification of Forecasts from High Resolution Numerical Weather Prediction Model
Nagender Aneja, Thomas George "Verification of Forecasts from High Resolution Numerical Weather Prediction Model." Research Journal of Applied Sciences, Engineering and Technology, 2014. vol. 8 pp. 1255--1258 doi: 10.19026/rjaset.8.1092
Ad-hoc social network: A comprehensive survey
Sapna Gambhir, Nagender Aneja "Ad-hoc social network: A comprehensive survey." International Journal of Scientific and Engineering Research, 2013. vol. 4 pp. 156--160
Various Issues in Ad-hoc Social Networks (ASN)
Nagender Aneja, Sapna Gambhir "Various Issues in Ad-hoc Social Networks (ASN)." National Conference on Recent trends in computer science and Information Technology (RTCSIT), 2012.
Minimum exposed path to the attack (MEPA) in mobile ad hoc network (MANET)
Sandhya Khurana, Neelima Gupta, Nagender Aneja "Minimum exposed path to the attack (MEPA) in mobile ad hoc network (MANET)." Sixth International Conference on Networking (ICN'07), 2007. pp. 16--16 doi: 10.1109/ICN.2007.57
Reliable ad-hoc on-demand distance vector routing protocol
Sandhya Khurana, Neelima Gupta, Nagender Aneja "Reliable ad-hoc on-demand distance vector routing protocol." International Conference on Networking, International Conference on Systems and International Conference on Mobile Communications and Learning Technologies (ICNICONSMCL'06), 2006. pp. 98--98 doi: 10.1109/ICNICONSMCL.2006.183
Talks
Navigating the Data with Pandas
Talk at Webinar, Zoom
Advanced Excel 365
Talk at School of Digital Science, Universiti Brunei Darussalam, School of Digital Science
Data Decoded with Tableau
Talk at IEEE, online
Introduction to Deep Learning
Talk at ICRTC-2021, Compucom Institute of Information Technology & Management, Jaipur, India, Google Meet
Deep Learning using PyTorch with Practical Implementation of MNIST Dataset
Talk at Department of Information Technology, ABES Engineering College, Ghaziabad, MS Teams
Patent Protection: Securing the Rights to Your Innovation
Talk at The Authority for Info-communications Technology Industry of Brunei Darussalam (AITI), AITI Office, Brunei Darussalam
Protecting Internet Traffic: Security Challenges and Solutions – Webinar
Talk at IEEE, https://internetinitiative.ieee.org/events/webinars/protecting-internet-traffic-security-challenges-and-solutions-webinar