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Cryptanalysis

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Showing 1–25 of 37 papers

TitleStatusHype
Memorization for Good: Encryption with Autoregressive Language ModelsCode1
Improving Attacks on Round-Reduced Speck32/64 Using Deep LearningCode1
Navigating the Deep: Signature Extraction on Deep Neural Networks—0
Benchmarking Large Language Models for Cryptanalysis and Mismatched-Generalization—0
Neural-Inspired Advances in Integral Cryptanalysis—0
Cryptanalysis via Machine Learning Based Information Theoretic Metrics—0
Cryptanalysis of Cancelable Biometrics Vault—0
Structured Analysis and Comparison of Alphabets in Historical Handwritten Ciphers—0
Polynomial Time Cryptanalytic Extraction of Deep Neural Networks in the Hard-Label SettingCode0
Teaching Transformers Modular Arithmetic at Scale—0
A Machine Learning-Based Framework for Assessing Cryptographic Indistinguishability of Lightweight Block Ciphers—0
Cryptanalysis of the SIMON Cypher Using Neo4j—0
Cryptanalysis and improvement of multimodal data encryption by machine-learning-based system—0
Can a Tabula Recta provide security in the XXI century?—0
Learning Quantum Processes with Quantum Statistical QueriesCode0
CRYPTO-MINE: Cryptanalysis via Mutual Information Neural Estimation—0
Improved Differential-neural Cryptanalysis for Round-reduced Simeck32/64—0
Unclonability and Quantum Cryptanalysis: From Foundations to Applications—0
SALSA: Attacking Lattice Cryptography with Transformers—0
Identifying Cleartext in Historical Ciphers—0
Improved (Related-key) Differential-based Neural Distinguishers for SIMON and SIMECK Block CiphersCode0
Recovering AES Keys with a Deep Cold Boot Attack—0
A Normal Form Characterization for Efficient Boolean Skolem Function Synthesis—0
Variational Quantum Cloning: Improving Practicality for Quantum Cryptanalysis—0
Shallow Encoder Deep Decoder (SEDD) Networks for Image Encryption and Decryption—0
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