publications

2022

2021

1. Don’t Knock! Rowhammer at the Backdoor of DNN Models

   M. Caner Tol, Saad Islam, Andrew J. Adiletta, Berk Sunar, and Ziming Zhang

   In Proceedings of the 2023 IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) 2021

   Bib

   @inproceedings{tol2023dont,
     title = {Don't {K}nock! {R}owhammer at the {B}ackdoor of {DNN} {M}odels},
     author = {Tol, M. Caner and Islam, Saad and Adiletta, Andrew J. and Sunar, Berk and Zhang, Ziming},
     booktitle = {Proceedings of the 2023 IEEE/IFIP International Conference on Dependable Systems and Networks (DSN)},
     pages = {616--632},
     year = {2021},
     organization = {IEEE}
   }

2. FastSpec- Scalable Generation and Detection of Spectre Gadgets Using Neural Embeddings

   M. Caner Tol, Berk Gulmezoglu, Koray Yurtseven, and Berk Sunar

   In Proceedings of the 2021 IEEE European Symposium on Security and Privacy (EuroS&P) 2021

   Bib

   @inproceedings{tol2021fastspec,
     title = {FastSpec- Scalable Generation and Detection of Spectre Gadgets Using Neural Embeddings},
     author = {Tol, M. Caner and Gulmezoglu, Berk and Yurtseven, Koray and Sunar, Berk},
     booktitle = {Proceedings of the 2021 IEEE European Symposium on Security and Privacy (EuroS\&P)},
     pages = {616--632},
     year = {2021},
     organization = {IEEE}
   }

2020

1. Gimme That Model!- A Trusted ML Model Trading Protocol

   Laia Amoros Carafi, Syed Mahbub Hafiz, Keewoo Lee, and M. Caner Tol

   In Protecting Privacy through Homomorphic Encryption 2020

   Bib

   @inproceedings{carafi2020gimme,
     title = {Gimme That Model!- A Trusted ML Model Trading Protocol},
     author = {Carafi, Laia Amoros and Hafiz, Syed Mahbub and Lee, Keewoo and Tol, M. Caner},
     booktitle = {Protecting Privacy through Homomorphic Encryption},
     year = {2020}
   }

2019

1. Undermining User Privacy on Mobile Devices Using AI

   Berk Gulmezoglu, Andreas Zankl, M. Caner Tol, Saad Islam, Thomas Eisenbarth, and Berk Sunar

   In Proceedings of the 2019 ACM Asia Conference on Computer and Communications Security 2019

   Bib

   @inproceedings{gulmezoglu2019undermining,
     title = {Undermining User Privacy on Mobile Devices Using AI},
     author = {Gulmezoglu, Berk and Zankl, Andreas and Tol, M. Caner and Islam, Saad and Eisenbarth, Thomas and Sunar, Berk},
     booktitle = {Proceedings of the 2019 ACM Asia Conference on Computer and Communications Security},
     pages = {214--227},
     year = {2019}
   }