| 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 | 722 | 2018 |
| 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 | 713 | 2012 |
| 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 | 313 | 2015 |
| 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 | 224 | 2018 |
| Towards on-chip fault-tolerant communication T Dumitraş, S Kerner, R Mărculescu Proceedings of the 2003 Asia and South Pacific Design Automation Conference …, 2003 | 213 | 2003 |
| Shallow-deep networks: Understanding and mitigating network overthinking Y Kaya, S Hong, T Dumitras International conference on machine learning, 3301-3310, 2019 | 164 | 2019 |
| 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 | 156 | 2015 |
| 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 | 149 | 2015 |
| Terminal Brain Damage: Exposing the Graceless Degradation in Deep Neural Networks Under Hardware Fault Attacks. S Hong, P Frigo, Y Kaya, C Giuffrida, T Dumitras USENIX Security Symposium, 497-514, 2019 | 138 | 2019 |
| 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 | 132 | 2011 |
| 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 | 131 | 2014 |
| 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 | 119 | 2016 |
| Why do upgrades fail and what can we do about it? Toward dependable, online upgrades in enterprise system T Dumitraş, P Narasimhan Middleware 2009: ACM/IFIP/USENIX, 10th International Middleware Conference …, 2009 | 113 | 2009 |
| Stochastic communication: A new paradigm for fault-tolerant networks-on-chip P Bogdan, T Dumitraş, R Marculescu VLSI design 2007, 2007 | 108 | 2007 |
| On-chip stochastic communication [soc applications] T Dumitras, R Marculescu 2003 Design, Automation and Test in Europe Conference and Exhibition, 790-795, 2003 | 105 | 2003 |
| Some vulnerabilities are different than others: Studying vulnerabilities and attack surfaces in the wild K Nayak, D Marino, P Efstathopoulos, T Dumitraş Research in Attacks, Intrusions and Defenses: 17th International Symposium …, 2014 | 101 | 2014 |
| MEAD: support for Real‐Time Fault‐Tolerant CORBA P Narasimhan, TA Dumitraş, AM Paulos, SM Pertet, CF Reverte, ... Concurrency and Computation: Practice and Experience 17 (12), 1527-1545, 2005 | 93 | 2005 |
| 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 | 87 | 2018 |
| 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 | 71 | 2020 |
| Certified malware: Measuring breaches of trust in the windows code-signing pki D Kim, BJ Kwon, T Dumitraş Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications …, 2017 | 65 | 2017 |
Priya NarasimhanProfessor, Electrical & Computer Engineering, Carnegie Mellon UniversityVerified email at cs.cmu.edu
