Ayushi Mishra
Ayushi Mishra
Ph.D. Student, UMD College Park
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Hi, I am Ayushi Mishra, a first-year Ph.D. student in the Department of Computer Science at the University of Maryland, College Park. I completed my MS by Research in the Department of Computer Science at the Indian Institute of Technology, Kanpur (IIT Kanpur).
Hi, I am Ayushi Mishra, a first-year Ph.D. student in the Department of Computer Science at the University of Maryland, College Park. I completed my MS by Research in the Department of Computer Science at the Indian Institute of Technology, Kanpur (IIT Kanpur).
Research Interest: Large Language Models, Security and Privacy, Multi-Modal Learning, Digital Forensics, Trustworthy AI
Publications
Spatial Audio Processing with Large Language Model on Wearable Devices
Ayushi Mishra, Yang Bai, Priyadarshan Narayanasamy, Nakul Garg, Nirupam Roy
arxiv preprint 2025
Investigating IoT Systems Security Attacks using Network Forensics
Ayushi Mishra, Priyanka Bagade
COMSNETS 2023
A Federated Learning approach for Smart Healthcare Systems
Ayushi Mishra, Subhajyoti Saha, Saroj Mishra, Priyanka Bagade
CSI Transaction on ICT 2023
MediHunt: A Network Forensics Framework for Medical IoT Devices
Ayushi Mishra, Tej Kiran Boppana, Priyanka Bagade
arXiv preprint 2023
MalDicom: A Memory Forensic Framework for Detecting Malicious Payload in DICOM Files
Ayushi Mishra, Priyanka Bagade
arXiv preprint 2023
A Generalized Unknown Malware Classification
Nanda Rani, Ayushi Mishra, Rahul Kumar, Sarbajit Ghosh, Sandeep Kumar Shukla, Priyanka Bagade
EAI Securecomm 2023
Digital Forensics for Medical Internet of Things
Ayushi Mishra, Priyanka Bagade
IEEE Globecom 2022
Awards and Honors
Dean Fellowship, 2024, UMD, College Park
COMSNETS 2023 Travel Grant
Participant: Maitreyee, an IBM Research-India Annual Event, 2021
Ministry of Human Resource Development (MHRD) Fellowship, 2021
Participant: ACM India Grad Cohort for Women in Computing, 2020
Vice-Chancellor Gold Medal, awarded by N.R Narayana Murthy, 2019
Sponsored Gold Medal, Computer Science Department, 2019
Malaviyan Excellent Student Award (MESA), 2018
Merit Certificates in Computer Science for Rank 1 (2016-2018)
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