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Shagufta Mehnaz

Security And Privacy In Machine Learning Adversarial Machine Learning Privacy-preserving Machine Learning Machine Learning Security

Research Performance Summary

36
Total Papers
1181
Total Citations
16
H-Index
2013-2026
Active Research Span

First Recorded Paper

Pairwise compatibility graphs revisited

Year: 2013

Citations: 18

Venue: Informatics, Electronics & Vision (ICIEV), 2013 International Conference on

Latest Recorded Paper

Can we estimate privacy vulnerability of individual records? Towards Mitigating Attribute Inference Attacks on ML Models

Year: 2026

Citations: 0

Venue: The 35th USENIX Security Symposium

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2026
4
2025
9
2024
3
2023
4
2022
1
2021
1
2020
3
2018
5
2017
4
2016
1
2013
1

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 21
Journal 2
Book 1

Top Coauthors

Mehnaz Bertino Rashid

Research Impact by Period

2025-2026

Period Stats
Papers 13
Citations 46
Avg. Citations / Paper 3.5
H-Index 4

2020-2024

Period Stats
Papers 12
Citations 331
Avg. Citations / Paper 27.6
H-Index 8

2015-2019

Period Stats
Papers 10
Citations 786
Avg. Citations / Paper 78.6
H-Index 9

2010-2014

Period Stats
Papers 1
Citations 18
Avg. Citations / Paper 18
H-Index 1

Contact and Professional Links

Contact Information

sjm7535@psu.edu
8148659505

Professional Links

Google Scholar
University Page

Detected Research Keywords

Attribute Inference Attacks Privacy Preserving Party Preserving Party Analytics Anomaly Detection File Detection File System File System Accesses Model Inversion Attribute Inversion Attribute Inference Inference Attacks Classification Attacks Classification Models