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Tudor Dumitras
Tudor Dumitras
Assistant Professor, University of Maryland, College Park
Подтвержден адрес электронной почты в домене umiacs.umd.edu - Главная страница
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Год
Poison frogs! targeted clean-label poisoning attacks on neural networks
A Shafahi, WR Huang, M Najibi, O Suciu, C Studer, T Dumitras, ...
Advances in neural information processing systems 31, 2018
13352018
Before we knew it: an empirical study of zero-day attacks in the real world
L Bilge, T Dumitraş
Proceedings of the 2012 ACM conference on Computer and communications …, 2012
9362012
Vulnerability disclosure in the age of social media: Exploiting twitter for predicting {Real-World} exploits
C Sabottke, O Suciu, T Dumitraș
24th USENIX security symposium (USENIX security 15), 1041-1056, 2015
4222015
When does machine learning {FAIL}? generalized transferability for evasion and poisoning attacks
O Suciu, R Marginean, Y Kaya, H Daume III, T Dumitras
27th USENIX Security Symposium (USENIX Security 18), 1299-1316, 2018
3552018
Shallow-deep networks: Understanding and mitigating network overthinking
Y Kaya, S Hong, T Dumitras
International conference on machine learning, 3301-3310, 2019
3512019
Terminal brain damage: Exposing the graceless degradation in deep neural networks under hardware fault attacks
S Hong, P Frigo, Y Kaya, C Giuffrida, T Dumitraș
28th USENIX Security Symposium (USENIX Security 19), 497-514, 2019
2482019
Towards on-chip fault-tolerant communication
T Dumitraş, S Kerner, R Mărculescu
Proceedings of the 2003 Asia and South Pacific Design Automation Conference …, 2003
2142003
The attack of the clones: A study of the impact of shared code on vulnerability patching
A Nappa, R Johnson, L Bilge, J Caballero, T Dumitras
2015 IEEE symposium on security and privacy, 692-708, 2015
1982015
The dropper effect: Insights into malware distribution with downloader graph analytics
BJ Kwon, J Mondal, J Jang, L Bilge, T Dumitraş
Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communications …, 2015
1862015
On the effectiveness of mitigating data poisoning attacks with gradient shaping
S Hong, V Chandrasekaran, Y Kaya, T Dumitraş, N Papernot
arXiv preprint arXiv:2002.11497, 2020
1552020
Analysis of SSL certificate reissues and revocations in the wake of Heartbleed
L Zhang, D Choffnes, D Levin, T Dumitraş, A Mislove, A Schulman, ...
Proceedings of the 2014 Conference on Internet Measurement Conference, 489-502, 2014
1542014
Featuresmith: Automatically engineering features for malware detection by mining the security literature
Z Zhu, T Dumitraş
Proceedings of the 2016 ACM SIGSAC conference on computer and communications …, 2016
1532016
Chainsmith: Automatically learning the semantics of malicious campaigns by mining threat intelligence reports
Z Zhu, T Dumitras
2018 IEEE European symposium on security and privacy (EuroS&P), 458-472, 2018
1522018
A socio-technical approach to preventing, mitigating, and recovering from ransomware attacks
DF Sittig, H Singh
Applied clinical informatics 7 (02), 624-632, 2016
1502016
On-chip stochastic communication [soc applications]
T Dumitras, R Marculescu
2003 Design, Automation and Test in Europe Conference and Exhibition, 790-795, 2003
1452003
Toward a standard benchmark for computer security research: the worldwide intelligence network environment (WINE)
T Dumitras, D Shou
Proceedings of the First Workshop on Building Analysis Datasets and …, 2011
1422011
Why do upgrades fail and what can we do about it? Toward dependable, online upgrades in enterprise system
T Dumitraş, P Narasimhan
ACM/IFIP/USENIX International Conference on Distributed Systems Platforms …, 2009
1222009
Some vulnerabilities are different than others: Studying vulnerabilities and attack surfaces in the wild
K Nayak, D Marino, P Efstathopoulos, T Dumitraş
International Workshop on Recent Advances in Intrusion Detection, 426-446, 2014
1182014
Stochastic Communication: A New Paradigm for Fault‐Tolerant Networks‐on‐Chip
P Bogdan, T Dumitraş, R Marculescu
VLSI design 2007 (1), 095348, 2007
1162007
Security analysis of deep neural networks operating in the presence of cache side-channel attacks
S Hong, M Davinroy, Y Kaya, SN Locke, I Rackow, K Kulda, ...
arXiv preprint arXiv:1810.03487, 2018
1012018
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