Anna Hambitzer

22 papers A* 1B 1Journal 14Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
Generic Partial Decryption as Feature Engineering for Neural Distinguishers.
LATINCRYPT
Emanuele Bellini, Rocco Brunelli, David Gérault, Anna Hambitzer, Marco Pedicini
2025 J jnl
Generic Partial Decryption as Feature Engineering for Neural Distinguishers.
IACR Cryptol. ePrint Arch.
Emanuele Bellini, Rocco Brunelli, David Gérault, Anna Hambitzer, Marco Pedicini
2025 J jnl
How to Securely Implement Cryptography in Deep Neural Networks.
IACR Cryptol. ePrint Arch.
David Gérault, Anna Hambitzer, Eyal Ronen, Adi Shamir
2025 — conf
Polynomial Time Cryptanalytic Extraction of Deep Neural Networks in the Hard-Label Setting.
EUROCRYPT (1)
Nicholas Carlini, Jorge Chávez-Saab, Anna Hambitzer, Francisco Rodríguez-Henríquez, Adi Shamir
2024 — conf
CLAASPing ARADI: Automated Analysis of the ARADI Block Cipher.
INDOCRYPT (2)
Emanuele Bellini, Mattia Formenti, David Gérault, Juan Grados, Anna Hambitzer, Yun Ju Huang, Paul Huynh, Mohamed Rachidi, Raghvendra Rohit, Sharwan K. Tiwari
2024 J jnl
CLAASPing ARADI: Automated Analysis of the ARADI Block Cipher.
IACR Cryptol. ePrint Arch.
Emanuele Bellini, Mattia Formenti, David Gérault, Juan Grados, Anna Hambitzer, Yun Ju Huang, Paul Huynh, Mohamed Rachidi, Raghvendra Rohit, Sharwan K. Tiwari
2024 J jnl
Polynomial Time Cryptanalytic Extraction of Deep Neural Networks in the Hard-Label Setting.
CoRR
Nicholas Carlini, Jorge Chávez-Saab, Anna Hambitzer, Francisco Rodríguez-Henríquez, Adi Shamir
2024 J jnl
Polynomial Time Cryptanalytic Extraction of Deep Neural Networks in the Hard-Label Setting.
IACR Cryptol. ePrint Arch.
Nicholas Carlini, Jorge Chávez-Saab, Anna Hambitzer, Francisco Rodríguez-Henríquez, Adi Shamir
2024 — conf
Polynomial Time Cryptanalytic Extraction of Neural Network Models.
EUROCRYPT (3)
Isaac Andrés Canales Martinez, Jorge Chávez-Saab, Anna Hambitzer, Francisco Rodríguez-Henríquez, Nitin Satpute, Adi Shamir
2024 J jnl
SoK: 5 Years of Neural Differential Cryptanalysis.
IACR Cryptol. ePrint Arch.
David Gérault, Anna Hambitzer, Moritz Huppert, Stjepan Picek
2024 J jnl
Workload-Balanced Pruning for Sparse Spiking Neural Networks.
IEEE Trans. Emerg. Top. Comput. Intell.
Ruokai Yin, Youngeun Kim, Yuhang Li, Abhishek Moitra, Nitin Satpute, Anna Hambitzer, Priyadarshini Panda
2023 J jnl
A Cipher-Agnostic Neural Training Pipeline with Automated Finding of Good Input Differences.
IACR Trans. Symmetric Cryptol.
Emanuele Bellini, David Gérault, Anna Hambitzer, Matteo Rossi
2023 A* conf
Exploring Temporal Information Dynamics in Spiking Neural Networks.
AAAI
Youngeun Kim, Yuhang Li, Hyoungseob Park, Yeshwanth Venkatesha, Anna Hambitzer, Priyadarshini Panda
2023 B conf
NNBits: Bit Profiling with a Deep Learning Ensemble Based Distinguisher.
CT-RSA
Anna Hambitzer, David Gérault, Yun Ju Huang, Najwa Aaraj, Emanuele Bellini
2023 J jnl
NNBits: Bit Profiling with a Deep Learning Ensemble Based Distinguisher.
IACR Cryptol. ePrint Arch.
Anna Hambitzer, David Gérault, Yun Ju Huang, Najwa Aaraj, Emanuele Bellini
2023 J jnl
Polynomial Time Cryptanalytic Extraction of Neural Network Models.
CoRR
Adi Shamir, Isaac Andrés Canales Martinez, Anna Hambitzer, Jorge Chávez-Saab, Francisco Rodríguez-Henríquez, Nitin Satpute
2023 J jnl
Polynomial Time Cryptanalytic Extraction of Neural Network Models.
IACR Cryptol. ePrint Arch.
Isaac Andrés Canales Martinez, Jorge Chávez-Saab, Anna Hambitzer, Francisco Rodríguez-Henríquez, Nitin Satpute, Adi Shamir
2023 J jnl
Workload-Balanced Pruning for Sparse Spiking Neural Networks.
CoRR
Ruokai Yin, Youngeun Kim, Yuhang Li, Abhishek Moitra, Nitin Satpute, Anna Hambitzer, Priyadarshini Panda
2022 J jnl
A Cipher-Agnostic Neural Training Pipeline with Automated Finding of Good Input Differences.
IACR Cryptol. ePrint Arch.
Emanuele Bellini, David Gérault, Anna Hambitzer, Matteo Rossi
2022 J jnl
Exploring Temporal Information Dynamics in Spiking Neural Networks.
CoRR
Youngeun Kim, Yuhang Li, Hyoungseob Park, Yeshwanth Venkatesha, Anna Hambitzer, Priyadarshini Panda
2022 — conf
GPU4SNN: GPU-Based Acceleration for Spiking Neural Network Simulations.
PPAM (1)
Nitin Satpute, Anna Hambitzer, Saeed Aljaberi, Najwa Aaraj
2021 — conf
Limitations of the Use of Neural Networks in Black Box Cryptanalysis.
SecITC
Emanuele Bellini, Anna Hambitzer, Matteo Protopapa, Matteo Rossi