NPerseus DTU
Dr. Anurag Goel
Assistant Professor
Computer Science & Engineering, DTU
Research profile
At a glance
Works on machine learning, deep learning and deep clustering, graph algorithms, image processing, AI for social good and computational creativity. He earned his Ph.D. in CSE from IIIT-Delhi in 2023 with a thesis on Deep Clustering and received IIIT-Delhi’s M.Tech. Gold Medal in 2017.
Full biography
Dr. Anurag Goel is an Assistant Professor in Computer Science and Engineering at Delhi Technological University, where he has served since December 2020. He earned his Ph.D. from IIIT-Delhi in 2023 for the thesis ‘Deep Clustering,’ supervised by Prof. Angshul Majumdar, after receiving IIIT-Delhi’s M.Tech. Gold Medal in 2017. His research covers machine learning, deep learning and deep clustering, graph algorithms, image processing, AI for social good and computational creativity. His work includes clustering and representation learning, hyperspectral imaging, computer vision, cybersecurity and computational biology. He leads or co-leads four currently listed funded projects and is named on six granted Indian patents.
Latest research
3D hybrid convolutional autoencoder for hyperspectral image denoising
Shray Gupta & Anurag Goel
Adversarial Robustness in Deep Learning-based Network Intrusion Detection Systems: A Defense-Centric Systematic Review
Aastha Ahlawat, Anurag Goel
An Adaptive Defense Framework for Enhancing Adversarial Robustness in Deep Learning-based Network Intrusion Detection Systems
Aastha Ahlawat, Anurag Goel
Research activity
Background
- Ph.D., Computer Science & Engineering, IIIT-Delhi, November 2023 — thesis: Deep Clustering; advisor: Prof. Angshul Majumdar
- M.Tech., Computer Science & Engineering, IIIT-Delhi, 2017 — Gold Medal for Excellent Academic Performance
Research output
50 reviewed records · newest dated work first
10 of 50 matching records
3D hybrid convolutional autoencoder for hyperspectral image denoising
Shray Gupta & Anurag Goel
Signal, Image and Video Processing, vol. 20(3), article 124
Catalogue record →doi:10.1007/s11760-026-05174-zAdversarial Robustness in Deep Learning-based Network Intrusion Detection Systems: A Defense-Centric Systematic Review
Aastha Ahlawat, Anurag Goel
2026 Fourth International Conference on Secure Cyber Computing and Communications (ICSCCC), pp. 183–188
Catalogue record →doi:10.1109/ICSCCC69031.2026.11600202An Adaptive Defense Framework for Enhancing Adversarial Robustness in Deep Learning-based Network Intrusion Detection Systems
Aastha Ahlawat, Anurag Goel
2026 4th International Conference on Sustainable Computing and Smart Systems (ICSCSS), pp. 583–589
Catalogue record →doi:10.1109/ICSCSS69635.2026.11645896Conditional Diffusion Framework for Hybrid Image Synthesis: Towards Photorealistic and Geometry Aware Generation
Kanika Verma, Khushi Aggarwal, Pradipti Singh, Anurag Goel
2026 9th International Conference on Computing Methodologies and Communication (ICCMC), pp. 1163–1168
Catalogue record →doi:10.1109/ICCMC69250.2026.11624993IoT Security in the Quantum Era: Evolution, Challenges and Cryptographic Solutions
Ashutosh Bahuguna, Pawan Singh Mehra, Anurag Goel
2026 Fourth International Conference on Secure Cyber Computing and Communications (ICSCCC), pp. 461–466
Catalogue record →doi:10.1109/ICSCCC69031.2026.11599989Multimodal Stock Market Prediction: A Review of Architectures, Fusion Strategies, and Robustness through the Lens of Explainable AI
Yatharth Bisht, Yash Jain, Vansh Dhawan, Anurag Goel
2026 Fourth International Conference on Secure Cyber Computing and Communications (ICSCCC), pp. 392–396
Catalogue record →doi:10.1109/ICSCCC69031.2026.11600031Quantum Artificial Intelligence Techniques for Advanced Threat Detection and Mitigation in Cybersecurity Systems
Hansika Mittal, Anurag Goel, Pawan Singh Mehra
2026 Fourth International Conference on Secure Cyber Computing and Communications (ICSCCC), pp. 455–460
Catalogue record →doi:10.1109/ICSCCC69031.2026.11600317Smart pixels: Interpretable active dictionary learning with spatial coherence regularization for hyperspectral image classification
Jyoti Maggu, Anurag Goel & Rajeev Kumar
Earth Science Informatics, vol. 19(1), article 10
Catalogue record →doi:10.1007/s12145-025-02035-0Unveiling Pure Spectra: A Comprehensive Review of Hyperspectral Image Denoising from the Perspective of Explainable AI
Shray Gupta, Anurag Goel
2026 Fourth International Conference on Secure Cyber Computing and Communications (ICSCCC), pp. 189–194
Catalogue record →doi:10.1109/ICSCCC69031.2026.11599981Watermarking in Deep Neural Network: A Comprehensive Survey
Ganesh Immanni, Rajeev Kumar, Anurag Goel
2026 9th International Conference on Computing Methodologies and Communication (ICCMC), pp. 1020–1027
Catalogue record →doi:10.1109/ICCMC69250.2026.11624789ConFunGAN: A Contrastive Learning Approach for Underwater Image Enhancement Using Funie GAN
Anurag Goel, Shorya Agarwal, Vernika Panchal, Vivek Kumar Thakur, Jyoti Maggu
2025 2nd International Conference on Computational Intelligence and Computing Applications (ICCICA), pp. 1–6
Catalogue record →doi:10.1109/ICCICA67008.2025.11337880Edge-guided semantic segmentation using deep learning
Divyansh Gupta, Aryan Adlakha, Arnav Chaudhary, Anurag Goel
Artificial Intelligence and Sustainable Innovation, pp. 688–693
Catalogue record →doi:10.1201/9781003731689-101Faces in the Fog: A Deep Dive into Face De-Identification Techniques and Their Comparative Analysis
Shaonti Goswami, Sudipty Konica Paul, Sanyam Jawlia, Anurag Goel
2025 3rd International Conference on Device Intelligence, Computing and Communication Technologies (DICCT), pp. 603–608
Catalogue record →doi:10.1109/DICCT64131.2025.10986474Integrated Multi-Domain Dehazing Using Wavelet-Guided Contrast Enhancement and Adaptive Filtering for High-Visibility Imaging
Harshit Garg, Anurag Goel
2025 Second International Conference on Pioneering Developments in Computer Science & Digital Technologies (IC2SDT), pp. 13–17
Catalogue record →doi:10.1109/IC2SDT68218.2025.11383579Keystroke Dynamics Based User Authentication Focusing on Fixed Text Approaches
Anurag Kamra, Sanya Khurana, Anurag Goel
2025 3rd International Conference on Device Intelligence, Computing and Communication Technologies (DICCT), pp. 427–432
Catalogue record →doi:10.1109/DICCT64131.2025.10986481Label-consistent kernel transform learning-based sparse hashing for cross-modal retrieval
Jyoti Maggu, Anurag Goel, Rajeev Kumar
Knowledge and Information Systems, vol. 67(8), pp. 6937–6967
Catalogue record →doi:10.1007/s10115-025-02419-0ML-driven cybersecurity in banking
Gaurish Siwan, Harshit Jain, Kanishka Meena, Anurag Goel
Artificial Intelligence and Sustainable Innovation, pp. 682–687
Catalogue record →doi:10.1201/9781003731689-100Optimizing Visibility in Hazed Images: A Hybrid Approach with Dark Channel Prior, Guided Filtering, and Wavelets
Harshit Garg, Anurag Goel
2025 3rd International Conference on Communication, Security, and Artificial Intelligence (ICCSAI), pp. 679–684
Catalogue record →doi:10.1109/ICCSAI64074.2025.11063978ConGANomaly: A Contrastive Learning Approach of Anomaly Detection Using Generative Adversarial Networks
Shikhar Asthana & Anurag Goel
2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1–7
Catalogue record →doi:10.1109/ICCCNT61001.2024.10726188Contrastive deep convolutional transform k-means clustering
Anurag Goel & Angshul Majumdar
Information Sciences, vol. 661, article 120191
Catalogue record →doi:10.1016/j.ins.2024.120191DeConFCluster: Deep Convolutional Transform Learning based multiview clustering fusion framework
Pooja Gupta, Anurag Goel, Angshul Majumdar, Emilie Chouzenoux & Giovanni Chierchia
Signal Processing, vol. 224, article 109597
Catalogue record →doi:10.1016/j.sigpro.2024.109597Deep convolutional architectures for optimizing multi-element airfoil systems
Kartikey Vishnu, Devdoot Chatterjee, Anurag Goel & Rajeev Kumar
Physics of Fluids, vol. 36(11), article 113622
Catalogue record →doi:10.1063/5.0234254Enhancing Image Translation with Conditional Generative Adversarial Networks
Shobhit Verma, Srishti Arora, Tanvi Kayat, Anurag Goel
2024 Third International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN), pp. 1–6
Catalogue record →doi:10.1109/ICSTSN61422.2024.10670894Ensemble Deep Model for Hate Speech Detection
Nitik Garg, Piyush Kumar Vikram, Nidant Rajora, Anurag Goel
Lecture Notes in Networks and Systems, pp. 179–190
Catalogue record →doi:10.1007/978-981-99-9811-1_14K-BEST subspace clustering: kernel-friendly block-diagonal embedded and similarity-preserving transformed subspace clustering
Jyoti Maggu & Anurag Goel
Pattern Analysis and Applications, vol. 27(4), article 119
Catalogue record →doi:10.1007/s10044-024-01336-2Semi-Supervised Graphical Deep Dictionary Learning for Hyperspectral Image Classification From Limited Samples
Anurag Goel & Angshul Majumdar
2024 IEEE International Conference on Image Processing (ICIP), pp. 2108–2114
Catalogue record →doi:10.1109/ICIP51287.2024.10647482Sparse subspace clustering incorporated deep convolutional transform learning for hyperspectral band selection
Anurag Goel & Angshul Majumdar
Earth Science Informatics, vol. 17(3), pp. 2727–2735
Catalogue record →doi:10.1007/s12145-024-01312-8Unveiling Anomalies: A Review of Anomaly Detection Through Lens of Explainable AI
Shikhar Asthana, Anurag Goel
2024 Third International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN), pp. 1–6
Catalogue record →doi:10.1109/ICSTSN61422.2024.10670939Accurate Disease Detection in Apple Fruit Images using Transfer Learning: A Novel Approach for Agricultural Sustainability
Piyush Agrawal, Nishant Singh, Nikunj Bansal, Anurag Goel
2023 2nd International Conference on Applied Artificial Intelligence and Computing (ICAAIC), pp. 482–488
Catalogue record →doi:10.1109/ICAAIC56838.2023.10141138Blood Cell Classification using Neural Network Models
Jagrit Mitra, Kartik Vijayran, Kartikeya Verma, Anurag Goel
2023 2nd International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN), pp. 1–5
Catalogue record →doi:10.1109/ICSTSN57873.2023.10151543Community Detection using Unsupervised Learning Approach
Akansha Mittal, Anurag Goel
2023 Third International Conference on Artificial Intelligence and Smart Energy (ICAIS), pp. 946–951
Catalogue record →doi:10.1109/ICAIS56108.2023.10073881Image Generation Using Deep Convolutional Generative Adversarial Networks
Abhishek Aryan, Vignesh Kashyap, Anurag Goel
Research Advances in Intelligent Computing, pp. 269–278
Catalogue record →doi:10.1201/9781003320340-21Marker-free characterization of full-length transcriptomes of single live circulating tumor cells
Sarita Poonia, Anurag Goel, Smriti Chawla, Namrata Bhattacharya, Priyadarshini Rai, Yi Fang Lee, Yoon Sim Yap, Jay West, Ali Asgar Bhagat, Juhi Tayal, Anurag Mehta, Gaurav Ahuja, Angshul Majumdar, Naveen Ramalingam, Debarka Sengupta
Genome Research, vol. 33(1), pp. 80–95
Catalogue record →doi:10.1101/gr.276600.122Medical Image Denoising using Convolutional Autoencoder with Shortcut Connections
Manas Gupta, Anurag Goel, Kushal Goel, Jatin Kansal
2023 5th International Conference on Smart Systems and Inventive Technology (ICSSIT), pp. 1524–1528
Catalogue record →doi:10.1109/ICSSIT55814.2023.10061131Sign Language to Text Classification using One-Shot Learning
Sourav Pal, Sourabh Ruhella, Sparsh Sinha, Anurag Goel
2023 International Conference on Sustainable Computing and Data Communication Systems (ICSCDS), pp. 833–837
Catalogue record →doi:10.1109/ICSCDS56580.2023.10104608SupRes: Facial Image Upscaling Using Sparse Denoising Autoencoder
Manan Agrawal, Mohd Ayaan Anwar, Nakul Saroha, Anurag Goel
2023 7th International Conference on Computing Methodologies and Communication (ICCMC), pp. 541–546
Catalogue record →doi:10.1109/ICCMC56507.2023.10083628Argument Mining using BERT and Self-Attention based Embeddings
Pranjal Srivastava, Pranav Bhatnagar & Anurag Goel
2022 4th International Conference on Advances in Computing, Communication Control and Networking (ICAC3N), pp. 1536–1540
Catalogue record →doi:10.1109/ICAC3N56670.2022.10074559Deep Convolutional K-Means Clustering
Anurag Goel, Angshul Majumdar, Emilie Chouzenoux & Giovanni Chierchia
2022 IEEE International Conference on Image Processing (ICIP), pp. 211–215
Catalogue record →doi:10.1109/ICIP46576.2022.9897742Detection of COVID-19 Protocols Violation in Real Time using Deep Learning
Nishant Singh & Anurag Goel
Proceedings of the 2022 Fourteenth International Conference on Contemporary Computing, pp. 440–445
Catalogue record →doi:10.1145/3549206.3549282K-Means Embedded Deep Transform Learning for Hyperspectral Band Selection
Anurag Goel & Angshul Majumdar
IEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1–5
Catalogue record →doi:10.1109/LGRS.2022.3165313Solar Flare Prediction using Machine Learning Algorithms on RHESSI Dataset
Moulshree, Munira Anjum, Anurag Goel
2022 International Conference on Sustainable Computing and Data Communication Systems (ICSCDS), pp. 659–664
Catalogue record →doi:10.1109/ICSCDS53736.2022.9760755Sparse Subspace Clustering Friendly Deep Dictionary Learning for Hyperspectral Image Classification
Anurag Goel & Angshul Majumdar
IEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1–5
Catalogue record →doi:10.1109/LGRS.2021.3112603Stock Prediction using Gaussian Process Regression
Akarsh Bisht, Akash Chahar, Akshaj Kabthiyal, Anurag Goel
2022 6th International Conference on Computing Methodologies and Communication (ICCMC), pp. 693–699
Catalogue record →doi:10.1109/ICCMC53470.2022.9754114Classification of Positive and Negative Fake Online Reviews Using Machine Learning Techniques
Anurag Goel, Tanmay Nigam, Tarundeep Singh, Harsh Agrawal
International Journal of Advanced Networking and Applications, vol. 12(6), pp. 4746–4749
Catalogue record →doi:10.35444/IJANA.2021.12603Clustering Friendly Dictionary Learning
Anurag Goel, Angshul Majumdar
Lecture Notes in Computer Science, pp. 549–557
Catalogue record →doi:10.1007/978-3-030-92185-9_45Transformed K-means Clustering
Anurag Goel & Angshul Majumdar
2021 29th European Signal Processing Conference (EUSIPCO), pp. 1526–1530
Catalogue record →doi:10.23919/EUSIPCO54536.2021.9616177Deep Learning Approach to Determine the Impact of Socio Economic Factors on Bitcoin Price Prediction
Apoorva Aggarwal, Isha Gupta, Novesh Garg & Anurag Goel
2019 Twelfth International Conference on Contemporary Computing (IC3), pp. 1–5
Catalogue record →doi:10.1109/IC3.2019.8844928Enhancing RansomwareElite App for Detection of Ransomware in Android Applications
Shivangi, Gautam Sharma, Anubhav Johri, Akshita, Anurag Goel, Anuradha Gupta
2018 Eleventh International Conference on Contemporary Computing (IC3), pp. 1–4
Catalogue record →doi:10.1109/IC3.2018.8530614Load Balancing in Network Voronoi Diagrams Under Overload Penalties
Ankita Mehta, Kapish Malik, Venkata M. V. Gunturi, Anurag Goel, Pooja Sethia, Aditi Aggarwal
Lecture Notes in Computer Science, pp. 457–475
Catalogue record →doi:10.1007/978-3-319-98809-2_28Dynamic Traffic Signal Control Algorithm in Intelligent Transportation System through Wireless Sensor Networks
Monika Johri, Anurag Goel, Ashutosh Kumar Tiwari
International Journal of Engineering & Science Research, vol. 2(4), article 14, pp. 285–293
Catalogue record →Projects
Source-listed projects. Dates and roles are preserved from the reviewed record; inclusion does not imply a project is currently active.
Development of Deep Learning based Multi-Sensor Fusion Framework for Multi-Target Surveillance System — PI, DTU Young Faculty Grant, ₹5 lakh (Ongoing)
Project record →Development of AI-Based Solution for Analysing, Benchmarking and Quality Monitoring of Cybersecurity Audit Reports and Performance Monitoring of Auditing Organisations — Co-PI, MeitY, ₹3 crore (Ongoing; PI: Pawan Singh Mehra)
Project record →AI-Assisted Multimodal Framework for Earthquake Vulnerability Assessment of Structures — Co-PI, National Institute of Disaster Management, ₹7.986 lakh (Ongoing; PI: Shilpa Pal)
Project record →An App for Transforming Raw EMRs into Actionable Summaries — PI, DTU CCDR/Koshika Foundation, ₹5.6 lakh (Ongoing; co-PIs: Rajeev Kumar and Garima Chhikara)
Project record →
Patents & applications
6 granted · 1 applications. An application is not a granted patent.
System and Method for Adaptive Notification Delivery Based on Cognitive Load and Contextual Parameters →
Shray Gupta, Anurag Goel, Rajeev Kumar
- Application
- 202511069771
- Patent
- —
Hearing Aid System and Method for Context-Aware Alarm Detection and Personalized Biometric Feedback →
Anukriti Kaushal, Sonal Gandhi, Anurag Goel, Rajeev Kumar
- Application
- 202411103051
- Patent
- IN 578276
- Grant date
- 2026-01-15
Adaptive Audio Output System and Method Thereof →
Anurag Goel, Anukriti Kaushal, Meenakshi Diwan, Pallavi Ranjan, Rajeev Kumar
- Application
- 202511004867
- Patent
- IN 584506
- Grant date
- 2026-03-23
Method and System for Automatic Transmission of Authentication Code →
Rajeev Kumar, Anurag Goel, Shailender Kumar, Pankaj Lathar, Ankur, Pallavi Ranjan, Pradeep Kamboj
- Application
- 202411054265
- Patent
- IN 564225
- Grant date
- 2025-03-28
Method and System for Generating Dynamic Alert in a Messaging Platform →
Pallavi Ranjan, Ankur, Navdeep Bohra, Neeti Sangwan, Saurabh Agarwal, Anurag Goel, Shailender Kumar, Rajeev Kumar
- Application
- 202411062294
- Patent
- IN 568874
- Grant date
- 2025-07-21
Method and System for Enhancing Handwritten Content on a Smart Board →
Rajeev Kumar, Anurag Goel, Shailender Kumar, Pallavi Ranjan, Jai Chhillar, Yogendra Mohan, Ajit Kumar Singh Yadav, Abha Devi
- Application
- 202411080365
- Patent
- IN 567890
- Grant date
- 2025-06-25
System for Underwater Object Detection and Method Thereof →
Pallavi Ranjan, Anurag Goel, Rajeev Kumar
- Application
- 202411077385
- Patent
- IN 575681
- Grant date
- 2025-12-11
Experience & education
Appointments & positions
- Assistant Professor, CSE, Delhi Technological University (December 2020–present)
- Assistant Professor, CSE & IT, Jaypee Institute of Information Technology, Noida (August 2017–December 2019)
- System Engineer, Tata Consultancy Services, Noida (September 2012–May 2015)
Education
- Ph.D., Computer Science & Engineering, IIIT-Delhi, November 2023 — thesis: Deep Clustering; advisor: Prof. Angshul Majumdar
- M.Tech., Computer Science & Engineering, IIIT-Delhi, 2017 — Gold Medal for Excellent Academic Performance
- B.Tech., Computer Science & Engineering, SRM University–NCR Campus, 2012
Awards & honours
Commendable Research Excellence Award, DTU (2025)
Best Paper Award, ICSTSN 2024 — Unveiling Anomalies: A Review of Anomaly Detection Through Lens of Explainable AI
Best Paper Award, ICSTSN 2023 — Blood Cell Classification using Neural Network Models
Commendable Research Excellence Award, DTU (2023)
Gold Medal for Excellent Academic Performance, M.Tech., IIIT-Delhi (2017)
Teaching Assistant Excellence Award, IIIT-Delhi
Academic Excellence Award, IIIT-Delhi (2016)
On-the-Spot Award, TCS (2014)
Academic Excellence Award, SRM University - NCR Campus (2011)
Additional profile highlights
- Ph.D., IIIT-Delhi (2023)
- M.Tech. Gold Medal, IIIT-Delhi (2017)
- DTU Commendable Research Excellence Awards (2023, 2025)
- Assistant Professor at DTU since December 2020
Professional service
Editorial, reviewing and professional roles recorded in the profile sources.
Senior Member, IEEE
Member, Computer Society of India (CSI)
Professional Member, Institute for Engineering Research and Publication (IFERP)
Session Chair, IC2SDT-2025 (NIT Delhi)
Session Chair, ICICCT-2024 (JNU New Delhi)
Coordinator (ERP/Automation/Website/Social Media), Office of Research and Development, DTU
Coordinator, Human Resource Development Centre (HRDC), DTU
Deputy Coordinator, Internal Quality Assurance Cell (IQAC), DTU
Coordinator, M.Tech by Research (CSE), DTU
Jury Member, Smart India Hackathon 2024
Peer Reviewer for IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Circuits and Systems for Video Technology, Neurocomputing, IEEE Open Journal of Signal Processing, ICASSP, and EUSIPCO
Sources
Profile sources reviewed 2026-09-05. Scholarly metrics are dated snapshots.
Publication categories describe the work type, not its quality. Listed projects are not necessarily active. Missing public records are not a measure of contribution.
Public machine-readable catalogue ↗