Anna Hambitzer

According to our database, Anna Hambitzer authored at least 7 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

NNBits: Bit Profiling with a Deep Learning Ensemble Based Distinguisher.

Anna Hambitzer, David Gérault, Yun Ju Huang, Najwa Aaraj, Emanuele Bellini

IACR Cryptol. ePrint Arch., 2023

Polynomial Time Cryptanalytic Extraction of Neural Network Models.

Isaac Canales-Martínez, Jorge Chávez-Saab, Anna Hambitzer, Francisco Rodríguez-Henríquez, Nitin Satpute, Adi Shamir

IACR Cryptol. ePrint Arch., 2023

Workload-Balanced Pruning for Sparse Spiking Neural Networks.

Ruokai Yin, Youngeun Kim, Yuhang Li, Abhishek Moitra, Nitin Satpute, Anna Hambitzer, Priyadarshini Panda

CoRR, 2023

Exploring Temporal Information Dynamics in Spiking Neural Networks.

Youngeun Kim, Yuhang Li, Hyoungseob Park, Yeshwanth Venkatesha, Anna Hambitzer, Priyadarshini Panda

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

A Cipher-Agnostic Neural Training Pipeline with Automated Finding of Good Input Differences.

Emanuele Bellini, David Gérault, Anna Hambitzer, Matteo Rossi

IACR Cryptol. ePrint Arch., 2022

GPU4SNN: GPU-Based Acceleration for Spiking Neural Network Simulations.

Nitin Satpute, Anna Hambitzer, Saeed Aljaberi, Najwa Aaraj

Proceedings of the Parallel Processing and Applied Mathematics, 2022

2021

Limitations of the Use of Neural Networks in Black Box Cryptanalysis.

Emanuele Bellini, Anna Hambitzer, Matteo Protopapa, Matteo Rossi

Proceedings of the Innovative Security Solutions for Information Technology and Communications, 2021