Anna Hambitzer

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 15

Top Topics

Biologically Plausible

Temporal Information

Top Venues

IACR Cryptol. ePrint Arch.

IEEE Trans. Emerg. Top. Comput. Intell.

Publications

Emanuele Bellini, Mattia Formenti, David Gérault, Juan Grados, Anna Hambitzer, Yun Ju Huang, Paul Huynh, Mohamed Rachidi, Raghvendra Rohit, Sharwan K. Tiwari
CLAASPing ARADI: Automated Analysis of the ARADI Block Cipher. IACR Cryptol. ePrint Arch. 2024 (2024)
Isaac A. Canales-Martínez, Jorge Chávez-Saab, Anna Hambitzer, Francisco Rodríguez-Henríquez, Nitin Satpute, Adi Shamir
Polynomial Time Cryptanalytic Extraction of Neural Network Models. EUROCRYPT (3) (2024)
David Gérault, Anna Hambitzer, Moritz Huppert, Stjepan Picek
SoK: 5 Years of Neural Differential Cryptanalysis. IACR Cryptol. ePrint Arch. 2024 (2024)
Ruokai Yin, Youngeun Kim, Yuhang Li, Abhishek Moitra, Nitin Satpute, Anna Hambitzer, Priyadarshini Panda
Workload-Balanced Pruning for Sparse Spiking Neural Networks. IEEE Trans. Emerg. Top. Comput. Intell. 8 (4) (2024)
Isaac Canales-Martínez, Jorge Chávez-Saab, Anna Hambitzer, Francisco Rodríguez-Henríquez, Nitin Satpute, Adi Shamir
Polynomial Time Cryptanalytic Extraction of Neural Network Models. IACR Cryptol. ePrint Arch. 2023 (2023)
Anna Hambitzer, David Gérault, Yun Ju Huang, Najwa Aaraj, Emanuele Bellini
NNBits: Bit Profiling with a Deep Learning Ensemble Based Distinguisher. CT-RSA (2023)
Emanuele Bellini, David Gérault, Anna Hambitzer, Matteo Rossi
A Cipher-Agnostic Neural Training Pipeline with Automated Finding of Good Input Differences. IACR Trans. Symmetric Cryptol. 2023 (3) (2023)
Youngeun Kim, Yuhang Li, Hyoungseob Park, Yeshwanth Venkatesha, Anna Hambitzer, Priyadarshini Panda
Exploring Temporal Information Dynamics in Spiking Neural Networks. AAAI (2023)
Anna Hambitzer, David Gérault, Yun Ju Huang, Najwa Aaraj, Emanuele Bellini
NNBits: Bit Profiling with a Deep Learning Ensemble Based Distinguisher. IACR Cryptol. ePrint Arch. 2023 (2023)
Ruokai Yin, Youngeun Kim, Yuhang Li, Abhishek Moitra, Nitin Satpute, Anna Hambitzer, Priyadarshini Panda
Workload-Balanced Pruning for Sparse Spiking Neural Networks. CoRR (2023)
Adi Shamir, Isaac Canales-Martínez, Anna Hambitzer, Jorge Chávez-Saab, Francisco Rodríguez-Henríquez, Nitin Satpute
Polynomial Time Cryptanalytic Extraction of Neural Network Models. CoRR (2023)
Nitin Satpute, Anna Hambitzer, Saeed Aljaberi, Najwa Aaraj
GPU4SNN: GPU-Based Acceleration for Spiking Neural Network Simulations. PPAM (1) (2022)
Youngeun Kim, Yuhang Li, Hyoungseob Park, Yeshwanth Venkatesha, Anna Hambitzer, Priyadarshini Panda
Exploring Temporal Information Dynamics in Spiking Neural Networks. CoRR (2022)
Emanuele Bellini, David Gérault, Anna Hambitzer, Matteo Rossi
A Cipher-Agnostic Neural Training Pipeline with Automated Finding of Good Input Differences. IACR Cryptol. ePrint Arch. 2022 (2022)
Emanuele Bellini, Anna Hambitzer, Matteo Protopapa, Matteo Rossi
Limitations of the Use of Neural Networks in Black Box Cryptanalysis. SecITC (2021)