Publications

As of Dec 27, 2019

Buse Gul Atli, Sebastian Szyller, Mika Juuti, Samuel Marchal, N. Asokan. Extraction of Complex DNN Models: Real Threat or Boogeyman? Accepted to AAAI EDSMLS 2020.

Mika Juuti, Buse Atli, N. Asokan. Making targeted black-box evasion attacks effective and efficient. ACM AISec 2019.

Mika Juuti, Sebastian Szyller, Samuel Marchal, N. Asokan. PRADA: Protecting against DNN Model Stealing Attacks. IEEE Euro S&P 2019.

Tommi Gröndahl, Luca Pajola, Mika Juuti, Mauro Conti, N. Asokan. All you need is “love”: evading hate-speech detection. ACM AISec 2018.

Mika Juuti, Bo Sun, Tatsuya Mori, N. Asokan. Stay On-Topic: Generating Context-specific Fake Restaurant Reviews. Springer ESORICS 2018.

Christian Vaas, Mika Juuti, N. Asokan, Ivan Martinovic. Get in Line: Ongoing Co-presence verification of a vehicle formation based on driving trajectories. IEEE Euro S&P 2018.

Mika Juuti, Francesco Corona, Juha Karhunen. Stochastic Discriminant Analysis for Linear Supervised Dimension Reduction. Neurocomputing 2018.

Jian Liu, Mika Juuti, Yao Lu, N. Asokan. Oblivious Neural Network Predictions via MiniONN transformations. ACM CCS 2017.

Mika Juuti, Christian Vaas, N. Asokan, Ivan Martinovic. STASH: Securing Transparent Authentication through Prover-side Proximity Verification . IEEE SECON 2017.

Otto Huhta, Prakash Shrestha, Swapnil Udar, Mika Juuti, Nitesh Saxena and N. Asokan. Pitfalls in Designing Zero-effort Deauthentication: Opportunistic Human-observation Attacks. NDSS 2016.

Mika Juuti, Francesco Corona, Juha Karhunen. Stochastic Discriminant Analysis. IJCNN 2015.