shweta singhal

Employment

• Indira Gandhi Delhi Technical University for Women Assistant Professor
  2024 - Present
• Indira Gandhi Delhi Technical University for Women Assistant Professor (GUEST)
  2018 - 2024
• Netaji Subhas University of Technology Assistant Professor (GUEST)
  2018 - 2019
• Guru Gobind Singh Indraprastha University University School of Information & Communication Technology Assistant Professor
  2012 - 2015
• JaganNath Institute of Management Sciences Assistant Professor
  2011 - 2012

Education

• Guru Gobind Singh Indraprastha University University School of Information & Communication Technology Master in Technology (Information Technology)
  2009 - 2011
• Northern India Engineering College New Delhi Bachelor of Technology (Electronics & Communication Engineering)
  2005 - 2009

Projects & Funding

Projects & funding information is unavailable.

Publications (65)

• Multi-class Stress Detection Using Hybrid Few-Shot and Ensemble Transformer Frameworks
  2027 DOI: 10.1007/978-3-032-28379-5_43
  +Save
• Accuracy and Computational Trade-offs in Metaheuristic-Deep Learning Hybrid Intrusion Detection Systems
  2026 International Conference on Intelligent Systems in Engineering, Secured Systems and Cybersecurity (ICISESSC) 2026 DOI: 10.1109/icisessc68634.2026.11542776
  +Save
• Understanding the effect of time-constraint bounded novel technique for regression test selection and prioritization (vol 6, pg 71, 2015)
  INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT 2026 DOI: 10.1007/S13198-026-03156-5
  +Save
• Object Detection on Pascal VOC: A Comprehensive Evaluation of Cutting-Edge YOLO Models
  Lecture Notes in Networks and Systems 2026 DOI: 10.1007/978-3-032-03072-6_30
  +Save
• House of Mirrors: A Survey on Hallucination Detection and Mitigation via Decoding Techniques in Language Models
  Lecture Notes in Networks and Systems 2026 DOI: 10.1007/978-3-032-03072-6_9
  +Save
• From Text to Multimodal Signals: A Comprehensive Review of Transformer-Based Stress Detection Models
  Procedia Computer Science 2026 DOI: 10.1016/j.procs.2026.05.083
  +Save
• Decoding Breast Cancer Prognosis: An AI-Driven Analytical Approach to Genetic Markers and Prediction Metrics
  Lecture Notes in Networks and Systems 2026 DOI: 10.1007/978-3-032-03751-0_9
  +Save
• Advancing Indian Vehicle Detection Using YOLO11 and YOLO12 with SAHI Optimization
  2026 DOI: 10.1007/978-3-032-08638-9_3
  +Save
• A unified hybrid approach to deepfake video recognition
  AIP Conference Proceedings 2026 DOI: 10.1063/5.0330163
  +Save
• Fortifying image classification integrity: Adversarially resilient deep learning with explainable robustness mechanisms
  AIP Conference Proceedings 2026 DOI: 10.1063/5.0329327
  +Save