Cyber Security, Cryptology, and Machine Learning

Localhost Detour from Public to Private Networks.- Pseudo-Random Walk on Ideals: Practical Speed-Up in Relation Collection for Class Group Computation.- Efficient Extended GCD and Class Groups from Secure Integer Arithmetic.- On Distributed Randomness Generation in Blockchains.- Efficient Skip Connections Realization for Secure Inference on Encrypted Data.- Single Instance Self-Masking via PermutationsA Fusion-Based Framework for Unsupervised Single Image Super-Resolution.- Generating One-Hot Maps under EncryptionBuilding blocks for LSTM homomorphic evaluation with TFHE.- CANdito: Improving Payload-based Detection of Attacks on Controller Area Networks.- Using Machine Learning Models for Earthquake Magnitude Prediction in California, Japan and Israel.- A Bag of Tokens Neural Network to Predict Webpage Age.- Correlations Between (Nonlinear) Combiners of Input and Output of Random Functions and Permutations (Short Paper).- PPAuth: A Privacy-Preserving Framework for Authentication of Digital Image.- Robust Group Testing-Based Multiple-Access Protocol for Massive MIMO.- The use of Performance-Counters to perform side-channel attacks.- HAMLET: A Transformer Based Approach for Money Laundering Detection.- Hollow-Pass: A Dual-View Pattern Password Against Shoulder-Surfing Attacks.- Practical Improvements on BKZ Algorithm.- Enhancing Ransomware Classification with Multi-Stage Feature Selection and Data Imbalance Correction.- Short Paper: A Desynchronization-Based Countermeasure Against Side-Channel Analysis of Neural Networks.- New Approach for Sine and Cosine in Secure Fixed-Point Arithmetic.- How Hardened is Your Hardware? Guiding ChatGPT to Generate Secure Hardware Resistant to CWEs.- Evaluating the Robustness of Automotive Intrusion Detection Systems against Evasion Attacks.- On adaptively secure prefix encryption under LWESigML: Supervised Log Anomaly with