Tudor Dumitras

Most-cited papers

Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks
Ali Shafahi, W. R. Huang, Mahyar Najibi, Octavian Suciu +3 more
2018Neural Information Processing Systems1,334 citations
Semantic Scholar
Before we knew it: an empirical study of zero-day attacks in the real world
Leyla Bilge, Tudor Dumitras
2012Conference on Computer and Communications Security746 citations
Semantic Scholar
Shallow-Deep Networks: Understanding and Mitigating Network Overthinking
Yiğitcan Kaya, Sanghyun Hong, Tudor Dumitras
2018International Conference on Machine Learning423 citations
Semantic Scholar
Vulnerability Disclosure in the Age of Social Media: Exploiting Twitter for Predicting Real-World Exploits
C. Sabottke, Octavian Suciu, Tudor Dumitras
2015USENIX Security Symposium346 citations
Semantic Scholar
When Does Machine Learning FAIL? Generalized Transferability for Evasion and Poisoning Attacks
Octavian Suciu, R. Mărginean, Yiğitcan Kaya, Hal Daumé +1 more
2018USENIX Security Symposium326 citations
Semantic Scholar
Terminal Brain Damage: Exposing the Graceless Degradation in Deep Neural Networks Under Hardware Fault Attacks
Sanghyun Hong, Pietro Frigo, Yiğitcan Kaya, Cristiano Giuffrida +1 more
2019USENIX Security Symposium288 citations
Semantic Scholar
The Attack of the Clones: A Study of the Impact of Shared Code on Vulnerability Patching
Antonio Nappa, Richard B. Johnson, Leyla Bilge, Juan Caballero +1 more
2015IEEE Symposium on Security and Privacy173 citations Open access
Semantic Scholar
On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping
Sanghyun Hong, Varun Chandrasekaran, Yiğitcan Kaya, Tudor Dumitras +1 more
2020arXiv.org160 citations
Semantic Scholar
ChainSmith: Automatically Learning the Semantics of Malicious Campaigns by Mining Threat Intelligence Reports
Ziyun Zhu, Tudor Dumitras
2018European Symposium on Security and Privacy129 citations
Semantic Scholar
The Dropper Effect: Insights into Malware Distribution with Downloader Graph Analytics
Bum Jun Kwon, Jayanta Mondal, Ji-Yong Jang, Leyla Bilge +1 more
2015Conference on Computer and Communications Security123 citations
Semantic Scholar
FeatureSmith: Automatically Engineering Features for Malware Detection by Mining the Security Literature
Ziyun Zhu, Tudor Dumitras
2016Conference on Computer and Communications Security116 citations
Semantic Scholar
Analysis of SSL certificate reissues and revocations in the wake of heartbleed
L. Zhang, D. Choffnes, Dave Levin, Tudor Dumitras +3 more
2014ACM/SIGCOMM Internet Measurement Conference113 citations Open access
Semantic Scholar
Toward a standard benchmark for computer security research: the worldwide intelligence network environment (WINE)
Tudor Dumitras, Darren Shou
2011International Workshop on Building Analysis Datasets and Gathering Experience Returns for Security108 citations
Semantic Scholar
Security Analysis of Deep Neural Networks Operating in the Presence of Cache Side-Channel Attacks
Sanghyun Hong, Michael Davinroy, Yiğitcan Kaya, S. Locke +4 more
2018arXiv.org103 citations
Semantic Scholar
Stochastic Communication: A New Paradigm for Fault-Tolerant Networks-on-Chip
P. Bogdan, Tudor Dumitras, R. Marculescu
2007VLSI design (Print)99 citations Open access
Semantic Scholar
A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Inference
Sanghyun Hong, Yiğitcan Kaya, Ionut-Vlad Modoranu, Tudor Dumitras
2020International Conference on Learning Representations98 citations
Semantic Scholar
Why Do Upgrades Fail and What Can We Do about It?
Tudor Dumitras, P. Narasimhan
2009International Middleware Conference95 citations Open access
Semantic Scholar
When Does Data Augmentation Help With Membership Inference Attacks?
Yiğitcan Kaya, Tudor Dumitras
2021International Conference on Machine Learning90 citations
Semantic Scholar
Some Vulnerabilities Are Different Than Others - Studying Vulnerabilities and Attack Surfaces in the Wild
Kartik Nayak, Daniel Marino, P. Efstathopoulos, Tudor Dumitras
2014International Symposium on Recent Advances in Intrusion Detection90 citations
Semantic Scholar
Asking for a Friend: Evaluating Response Biases in Security User Studies
Elissa M. Redmiles, Ziyun Zhu, Sean Kross, Dhruv Kuchhal +2 more
2018Conference on Computer and Communications Security70 citations Open access
Semantic Scholar
Expected Exploitability: Predicting the Development of Functional Vulnerability Exploits
Octavian Suciu, Connor Nelson, Zhuo Lyu, Tiffany Bao +1 more
2021USENIX Security Symposium67 citations
Semantic Scholar
Certified Malware: Measuring Breaches of Trust in the Windows Code-Signing PKI
Doowon Kim, Bum Jun Kwon, Tudor Dumitras
2017Conference on Computer and Communications Security67 citations
Semantic Scholar
Cloud software upgrades: Challenges and opportunities
Iulian Neamtiu, Tudor Dumitras
20112011 International Workshop on the Maintenance and Evolution of Service-Oriented and Cloud-Based Systems49 citations Open access
Semantic Scholar
Security Analysis on Practices of Certificate Authorities in the HTTPS Phishing Ecosystem
Doowon Kim, Haehyun Cho, Yonghwi Kwon, Adam Doupé +3 more
2021ACM Asia Conference on Computer and Communications Security45 citations
Semantic Scholar
Evolving NoSQL Databases without Downtime
Karla Saur, Tudor Dumitras, Michael W. Hicks
2015IEEE International Conference on Software Maintenance and Evolution42 citations Open access
Semantic Scholar
On the Effectiveness of Regularization Against Membership Inference Attacks
Yiğitcan Kaya, Sanghyun Hong, Tudor Dumitras
2020arXiv.org39 citations
Semantic Scholar
How to 0wn NAS in Your Spare Time
Sanghyun Hong, Michael Davinroy, Yiğitcan Kaya, Dana Dachman-Soled +1 more
2020arXiv.org36 citations
Semantic Scholar
From Patching Delays to Infection Symptoms: Using Risk Profiles for an Early Discovery of Vulnerabilities Exploited in the Wild
Chaowei Xiao, Armin Sarabi, Yang Liu, Bo Li +2 more
2018USENIX Security Symposium36 citations
Semantic Scholar
The Broken Shield: Measuring Revocation Effectiveness in the Windows Code-Signing PKI
Doowon Kim, Bum Jun Kwon, Kristián Kozák, C. Gates +1 more
2018USENIX Security Symposium34 citations
Semantic Scholar
To upgrade or not to upgrade: impact of online upgrades across multiple administrative domains
Tudor Dumitras, P. Narasimhan, Eli Tilevich
2010Conference on Object-Oriented Programming Systems, Languages, and Applications34 citations
Semantic Scholar
Qu-ANTI-zation: Exploiting Quantization Artifacts for Achieving Adversarial Outcomes
Sanghyun Hong, Michael-Andrei Panaitescu-Liess, Yiğitcan Kaya, Tudor Dumitras
2021Neural Information Processing Systems33 citations
Semantic Scholar
Go Serverless: Securing Cloud via Serverless Design Patterns
Sanghyun Hong, Abhinav Srivastava, William Shambrook, Tudor Dumitras
2018USENIX Workshop on Hot Topics in Cloud Computing32 citations
Semantic Scholar
Experimental Challenges in Cyber Security: A Story of Provenance and Lineage for Malware
Tudor Dumitras, Iulian Neamtiu
2011CSET32 citations
Semantic Scholar
Spatio-temporal mining of software adoption & penetration
E. Papalexakis, Tudor Dumitras, Duen Horng Chau, B. Prakash +1 more
2013International Conference on Advances in Social Networks Analysis and Mining31 citations
Semantic Scholar
Patch Me If You Can: A Study on the Effects of Individual User Behavior on the End-Host Vulnerability State
Armin Sarabi, Ziyun Zhu, Chaowei Xiao, M. Liu +1 more
2017Passive and Active Network Measurement Conference30 citations
Semantic Scholar
Catching Worms, Trojan Horses and PUPs: Unsupervised Detection of Silent Delivery Campaigns
Bum Jun Kwon, V. Srinivas, Amol Deshpande, Tudor Dumitras
2016Network and Distributed System Security Symposium29 citations Open access
Semantic Scholar
The Global Cyber-Vulnerability Report
V. Subrahmanian, Michael Ovelgonne, Tudor Dumitras, Aditya Prakash
2015Terrorism, Security, and Computation29 citations
Semantic Scholar
Human Behavior and Susceptibility to Cyber-Attacks
V. Subrahmanian, Michael Ovelgönne, Tudor Dumitras, B. Prakash
201522 citations
Semantic Scholar
Summoning Demons: The Pursuit of Exploitable Bugs in Machine Learning
Rock Stevens, Octavian Suciu, Andrew Ruef, Sanghyun Hong +2 more
2017arXiv.org21 citations
Semantic Scholar
Helping Johnny encrypt: toward semantic interfaces for cryptographic frameworks
Soumya Indela, Mukul Kulkarni, Kartik Nayak, Tudor Dumitras
2016SIGPLAN symposium on New ideas, new paradigms, and reflections on programming and software18 citations
Semantic Scholar
Eye of the Beholder: Phone-Based Text-Recognition for the Visually-Impaired
Tudor Dumitras, Matthew L. Lee, Pablo-Alejandro Quinones, A. Smailagic +2 more
2006International Semantic Web Conference18 citations
Semantic Scholar
Issued for Abuse: Measuring the Underground Trade in Code Signing Certificate
Kristián Kozák, Bum Jun Kwon, Doowon Kim, C. Gates +1 more
2018arXiv.org17 citations
Semantic Scholar
No more HotDependencies: toward dependency-agnostic online upgrades in distributed systems
Tudor Dumitras, Jiaqi Tan, Zhengheng Gho, P. Narasimhan
200715 citations
Semantic Scholar
Analysis of SSL certificate reissues and revocations in the wake of heartbleed
Liang Zhang, D. Choffnes, Tudor Dumitras, Dave Levin +3 more
2018Communications of the ACM12 citations
Semantic Scholar
Ecotopia: An Ecological Framework for Change Management in Distributed Systems
Tudor Dumitras, D. Rosu, A. Dan, P. Narasimhan
2006Workshop on Algorithms and Data Structures12 citations Open access
Semantic Scholar
ML-Based Behavioral Malware Detection Is Far From a Solved Problem
Yiğitcan Kaya, Yizheng Chen, Marcus Botacin, Shoumik Saha +4 more
20242025 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML)11 citations Open access
Semantic Scholar
DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness
Shoumik Saha, Wen-Xiao Wang, Yiğitcan Kaya, S. Feizi +1 more
2023International Conference on Learning Representations11 citations
Semantic Scholar
No Downtime for Data Conversions: Rethinking Hot Upgrades (CMU-PDL-09-106)
Tudor Dumitras, P. Narasimhan
200911 citations
Semantic Scholar
SCAVY: Automated Discovery of Memory Corruption Targets in Linux Kernel for Privilege Escalation
Erin Avllazagaj, Yonghwi Kwon, Tudor Dumitras
2024USENIX Security Symposium10 citations
Semantic Scholar
Investigating Zero-Day Attacks
Leyla Bilge, Tudor Dumitras
2013Login: The Usenix Magazine10 citations
Semantic Scholar