Tudor Dumitras

Tudor Dumitras

University of Maryland

H-index: 34

North America-United States

About Tudor Dumitras

Tudor Dumitras, With an exceptional h-index of 34 and a recent h-index of 28 (since 2020), a distinguished researcher at University of Maryland, specializes in the field of Data Intensive Systems, Distributed Systems, Fault Tolerance, Security.

His recent articles reflect a diverse array of research interests and contributions to the field:

DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness

Like Oil and Water: Group Robustness Methods and Poisoning Defenses Don't Mix

Systems and methods for predicting development of functional vulnerability exploits

Like Oil and Water: Group Robustness and Poisoning Defenses Don’t Mix

When Malware Changed Its Mind: How" Split Personalities" Affect Malware Analysis and Detection

Expected exploitability: Predicting the development of functional vulnerability exploits

Qu-anti-zation: Exploiting quantization artifacts for achieving adversarial outcomes

When does data augmentation help with membership inference attacks?

Tudor Dumitras Information

University

Position

Assistant Professor

Citations(all)

5971

Citations(since 2020)

4043

Cited By

3242

hIndex(all)

34

hIndex(since 2020)

28

i10Index(all)

54

i10Index(since 2020)

40

Email

University Profile Page

University of Maryland

Google Scholar

View Google Scholar Profile

Tudor Dumitras Skills & Research Interests

Data Intensive Systems

Distributed Systems

Fault Tolerance

Security

Top articles of Tudor Dumitras

Title

Journal

Author(s)

Publication Date

DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness

Shoumik Saha

Wenxiao Wang

Yigitcan Kaya

Soheil Feizi

Tudor Dumitras

2023/10/13

Like Oil and Water: Group Robustness Methods and Poisoning Defenses Don't Mix

Michael-Andrei Panaitescu-Liess

Yigitcan Kaya

Sicheng Zhu

Furong Huang

Tudor Dumitras

2024/1

Systems and methods for predicting development of functional vulnerability exploits

2023/8/17

Like Oil and Water: Group Robustness and Poisoning Defenses Don’t Mix

Michael-Andrei Panaitescu-Liess

Yigitcan Kaya

Tudor Dumitras

2023/8/7

When Malware Changed Its Mind: How" Split Personalities" Affect Malware Analysis and Detection

Tudor Dumitras

2023

Expected exploitability: Predicting the development of functional vulnerability exploits

Octavian Suciu

Connor Nelson

Zhuoer Lyu

Tiffany Bao

Tudor Dumitraș

2022

Qu-anti-zation: Exploiting quantization artifacts for achieving adversarial outcomes

Advances in Neural Information Processing Systems

Sanghyun Hong

Michael-Andrei Panaitescu-Liess

Yigitcan Kaya

Tudor Dumitras

2021/12/6

When does data augmentation help with membership inference attacks?

Yigitcan Kaya

Tudor Dumitras

2021/7/1

Security analysis on practices of certificate authorities in the HTTPS phishing ecosystem

Doowon Kim

Haehyun Cho

Yonghwi Kwon

Adam Doupé

Sooel Son

...

2021/5/24

When malware changed its mind: An empirical study of variable program behaviors in the real world

Erin Avllazagaj

Ziyun Zhu

Leyla Bilge

Davide Balzarotti

Tudor Dumitraș

2021

A panda? no, it's a sloth: Slowdown attacks on adaptive multi-exit neural network inference

arXiv preprint arXiv:2010.02432

Sanghyun Hong

Yiğitcan Kaya

Ionuţ-Vlad Modoranu

Tudor Dumitraş

2020/10/6

On the effectiveness of regularization against membership inference attacks

arXiv preprint arXiv:2006.05336

Yigitcan Kaya

Sanghyun Hong

Tudor Dumitras

2020/6/9

On the effectiveness of mitigating data poisoning attacks with gradient shaping

arXiv preprint arXiv:2002.11497

Sanghyun Hong

Varun Chandrasekaran

Yiğitcan Kaya

Tudor Dumitraş

Nicolas Papernot

2020/2/26

How to 0wn nas in your spare time

arXiv preprint arXiv:2002.06776

Sanghyun Hong

Michael Davinroy

Yiğitcan Kaya

Dana Dachman-Soled

Tudor Dumitraş

2020/2/17

See List of Professors in Tudor Dumitras University(University of Maryland)

Co-Authors

H-index: 151
Christos Faloutsos

Christos Faloutsos

Carnegie Mellon University

H-index: 78
V.S. Subrahmanian

V.S. Subrahmanian

Dartmouth College

H-index: 61
Alan Mislove

Alan Mislove

Northeastern University

H-index: 52
Christo Wilson

Christo Wilson

North Eastern University

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