Anna Hambitzer

According to our database, Anna Hambitzer authored at least 12 papers between 2021 and 2025.

Collaborative distances:

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

2025

How to Securely Implement Cryptography in Deep Neural Networks.

David Gérault, Anna Hambitzer, Eyal Ronen, Adi Shamir

IACR Cryptol. ePrint Arch., 2025

Generic Partial Decryption as Feature Engineering for Neural Distinguishers.

Emanuele Bellini, Rocco Brunelli, David Gérault, Anna Hambitzer, Marco Pedicini

Proceedings of the Progress in Cryptology - LATINCRYPT 2025, 2025

Polynomial Time Cryptanalytic Extraction of Deep Neural Networks in the Hard-Label Setting.

Nicholas Carlini, Jorge Chávez-Saab, Anna Hambitzer, Francisco Rodríguez-Henríquez, Adi Shamir

Proceedings of the Advances in Cryptology - EUROCRYPT 2025, 2025

2024

Workload-Balanced Pruning for Sparse Spiking Neural Networks.

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

IEEE Trans. Emerg. Top. Comput. Intell., August, 2024

SoK: 5 Years of Neural Differential Cryptanalysis.

David Gérault, Anna Hambitzer, Moritz Huppert, Stjepan Picek

IACR Cryptol. ePrint Arch., 2024

CLAASPing ARADI: Automated Analysis of the ARADI Block Cipher.

Emanuele Bellini, Mattia Formenti, David Gérault, Juan Grados, Anna Hambitzer, Yun Ju Huang, Paul Huynh, Mohamed Rachidi, Raghvendra Rohit, Sharwan K. Tiwari

Proceedings of the Progress in Cryptology - INDOCRYPT 2024, 2024

Polynomial Time Cryptanalytic Extraction of Neural Network Models.

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

Proceedings of the Advances in Cryptology - EUROCRYPT 2024, 2024

2023

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

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

Proceedings of the Topics in Cryptology - CT-RSA 2023, 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