DÏoT: A Federated Self-learning Anomaly Detection System for IoT TD Nguyen, S Marchal, M Miettinen, N Asokan, AR Sadeghi The 39th IEEE International Conference on Distributed Computing Systems …, 2018 | 713* | 2018 |
{FLAME}: Taming backdoors in federated learning TD Nguyen, P Rieger, H Chen, H Yalame, H Möllering, H Fereidooni, ... 31st USENIX Security Symposium (USENIX Security 22), 1415-1432, 2022 | 260* | 2022 |
Audi: Toward autonomous iot device-type identification using periodic communication S Marchal, M Miettinen, TD Nguyen, AR Sadeghi, N Asokan IEEE Journal on Selected Areas in Communications 37 (6), 1402-1412, 2019 | 217 | 2019 |
SAFELearn: Secure aggregation for private federated learning H Fereidooni, S Marchal, M Miettinen, A Mirhoseini, H Möllering, ... 2021 IEEE Security and Privacy Workshops (SPW), 56-62, 2021 | 176 | 2021 |
Context-based zero-interaction pairing and key evolution for advanced personal devices M Miettinen, N Asokan, TD Nguyen, AR Sadeghi, M Sobhani Proceedings of the 2014 ACM SIGSAC Conference on Computer and Communications …, 2014 | 164 | 2014 |
Poisoning attacks on federated learning-based IoT intrusion detection system TD Nguyen, P Rieger, M Miettinen, AR Sadeghi Proc. Workshop Decentralized IoT Syst. Secur.(DISS) 79, 2020 | 150 | 2020 |
DeepSight: Mitigating Backdoor Attacks in Federated Learning Through Deep Model Inspection P Rieger, TD Nguyen, M Miettinen, AR Sadeghi The Network and Distributed System Security Symposium 2022 (NDSS'2022) (to …, 2022 | 102 | 2022 |
Mind the gap: Security & privacy risks of contact tracing apps L Baumgärtner, A Dmitrienko, B Freisleben, A Gruler, J Höchst, ... 2020 IEEE 19th international conference on trust, security and privacy in …, 2020 | 91 | 2020 |
Revisiting context-based authentication in IoT M Miettinen, TD Nguyen, N Asokan, AR Sadeghi 55th ACM/ESDA/IEEE Design Automation Conference (DAC 2018 ), 32, 2018 | 44 | 2018 |
I know where you are: Proofs of presence resilient to malicious provers M Miettinen, N Asokan, F Koushanfar, TD Nguyen, J Rios, AR Sadeghi, ... Proceedings of the 10th ACM Symposium on Information, Computer and …, 2015 | 24 | 2015 |
Alvar Penning, Dermot Frederik Pustelnik, Filipp Roos, Ahmad-Reza Sadeghi, Michael Schwarz, and Christian Uhl. 2020. Mind the GAP: Security & Privacy Risks of Contact Tracing Apps L Baumgärtner, A Dmitrienko, B Freisleben, A Gruler, J Höchst, ... arXiv preprint arXiv:2006.05914, 0 | 18 | |
DoubleEcho: Mitigating context-manipulation attacks in copresence verification HTT Truong, J Toivonen, TD Nguyen, C Soriente, S Tarkoma, N Asokan 2019 IEEE International Conference on Pervasive Computing and Communications …, 2019 | 10 | 2019 |
OmniShare: Encrypted Cloud Storage for the Multi-Device Era A Paverd, S Tamrakar, HL Nguyen, PK Pendyala, TD Nguyen, E Stobert, ... IEEE Internet Computing (IC ), 2015 | 9* | 2015 |
Contact Tracing by Giant Data Collectors: Opening Pandora's Box of Threats to Privacy, Sovereignty and National Security A Boutet, C Castelluccia, M Cunche, A Dmitrienko, V Iovino, M Miettinen, ... EPFL, Switzerland; Inria, France; JMU Würzburg, Germany; University of …, 2020 | 8 | 2020 |
POSTER: Friend or foe? context authentication for trust domain separation in IoT environments M Miettinen, J Huang, TD Nguyen, N Asokan, AR Sadeghi Proceedings of the 9th ACM Conference on Security & Privacy in Wireless and …, 2016 | 7 | 2016 |
Proximity verification based on acoustic room impulse response HTT Truong, J Toivonen, TD Nguyen, S Tarkoma, N Asokan arXiv preprint arXiv:1803.07211, 2018 | 6 | 2018 |
Market-driven code provisioning to mobile secure hardware A Dmitrienko, S Heuser, TD Nguyen, M da Silva Ramos, A Rein, ... Financial Cryptography and Data Security: 19th International Conference, FC …, 2015 | 6 | 2015 |
Digital contact tracing solutions: Promises, pitfalls and challenges TD Nguyen, M Miettinen, A Dmitrienko, AR Sadeghi, I Visconti IEEE Transactions on Emerging Topics in Computing, 2022 | 5 | 2022 |
Long live randomization: on privacy-preserving contact tracing in pandemic TD Nguyen, M Miettinen, AR Sadeghi Proceedings of the 7th ACM Workshop on Moving Target Defense, 1-9, 2020 | 5 | 2020 |
BAFFLE: Towards resolving federated learning’s dilemma-thwarting backdoor and inference attacks TD Nguyen, P Rieger, H Yalame, H Möllering, H Fereidooni, S Marchal, ... | 1 | 2021 |