Sotabase

Career

· Test Automation Engineer, Anritsu Company2023–
· Automation Test Developer, Ness Digital Engineering2021–
· Software Deployment and Testing Engineer, Continental Automotive Romania2012–

Publications (108)

Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks
Neural Information Processing Systems · 2018
1,216
cited
Before we knew it: an empirical study of zero-day attacks in the real world
Conference on Computer and Communications Security · 2012
690
cited
Shallow-Deep Networks: Understanding and Mitigating Network Overthinking
International Conference on Machine Learning · 2018
356
cited
Vulnerability Disclosure in the Age of Social Media: Exploiting Twitter for Predicting Real-World Exploits
USENIX Security Symposium · 2015
317
cited
When Does Machine Learning FAIL? Generalized Transferability for Evasion and Poisoning Attacks
USENIX Security Symposium · 2018
315
cited
Terminal Brain Damage: Exposing the Graceless Degradation in Deep Neural Networks Under Hardware Fault Attacks
USENIX Security Symposium · 2019
239
cited
The Attack of the Clones: A Study of the Impact of Shared Code on Vulnerability Patching
IEEE Symposium on Security and Privacy · 2015
165
cited
Towards on-chip fault-tolerant communication
Proceedings of the ASP-DAC Asia and South Pacific Design Automation Conference, 2003. · 2003
156
cited
On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping
arXiv.org · 2020
151
cited
ChainSmith: Automatically Learning the Semantics of Malicious Campaigns by Mining Threat Intelligence Reports
European Symposium on Security and Privacy · 2018
122
cited
The Dropper Effect: Insights into Malware Distribution with Downloader Graph Analytics
Conference on Computer and Communications Security · 2015
122
cited
FeatureSmith: Automatically Engineering Features for Malware Detection by Mining the Security Literature
Conference on Computer and Communications Security · 2016
111
cited
Analysis of SSL certificate reissues and revocations in the wake of heartbleed
ACM/SIGCOMM Internet Measurement Conference · 2014
110
cited
Toward a standard benchmark for computer security research: the worldwide intelligence network environment (WINE)
International Workshop on Building Analysis Datasets and Gathering Experience Returns for Security · 2011
107
cited
On-Chip Stochastic Communication
Design, Automation and Test in Europe · 2003
105
cited
Stochastic Communication: A New Paradigm for Fault-Tolerant Networks-on-Chip
VLSI design (Print) · 2007
98
cited
Why Do Upgrades Fail and What Can We Do about It?
International Middleware Conference · 2009
95
cited
Security Analysis of Deep Neural Networks Operating in the Presence of Cache Side-Channel Attacks
arXiv.org · 2018
94
cited
Some Vulnerabilities Are Different Than Others - Studying Vulnerabilities and Attack Surfaces in the Wild
International Symposium on Recent Advances in Intrusion Detection · 2014
85
cited
A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Inference
International Conference on Learning Representations · 2020
82
cited
Sotabase
Tudor Dumitraș | Researcher Profile | Sotabase | Sotabase