This book constitutes the refereed proceedings of the 15th International Symposium on Foundations and Practice of Security, FPS 2022, held in Ottawa, ON, Canada, during December 1214, 2022.
The 26 regular and 3 short papers presented in this book were carefully reviewed and selected from 83 submissions. The papers have been organized in the following topical sections: Cryptography; Machine Learning; Cybercrime and Privacy; Physical-layer Security; Blockchain; IoT and Security Protocols; and Short Papers.

Klappentext

Cryptography.- Security Analysis of Improved EDHOC Protocol.- A Survey on Identity-based Blind Signature.- Do Not Rely on Clock Randomization: A Side-Channel Attack on a Protected Hardware Implementation of AES.- Post-Quantum and UC-secure Oblivious Transfer from SPHF with Grey Zone.- A New Class of Trapdoor Verifiable Delay Functions.- Practical homomorphic evaluation of block-cipher-based hash functions with applications.- Towards a maturity model for crypto-agility assessment.- Machine Learning.- Reducing the Cost of Machine Learning Differential Attacks Using Bit Selection and a Partial ML-Distinguisher.- Data-driven Evaluation of Intrusion Detectors : a Methodological Framework.- CHIEFS: Corneal-Specular Highlights Imaging for Enhancing Fake-Face Spotter.- Cybercrime and Privacy.- Where is The Python Interpreter?.- Automating Device Fingerprinting Attacks in 4G and5G NSA Mobile Networks.- Malicious Human Behaviour in Information System Security: Contribution to a Threat Model for Event Detection Algorithms.- A Taxonomy and Gap-analysis in Digital Privacy Education.- Differentially Private Friends Recommendation.- Physical-layer Security.- Underwater Confidential Communications in JANUS.- Defense Models for Data Recovery in Industrial Control Systems.- SCADA Radio Blackbox Reverse Engineering.- Blockchain.- Finding Unchecked Low-Level Calls with Zero False Positives and Negatives in Ethereum Smart Contracts.- Decentralized Vision-Based Byzantine Agent Detection in Multi-Robot Systems with IOTA Smart Contracts.- Money Transfer on Transaction Signature-based Ledger.- A Decentralized Mnemonic Backup System for Non-Custodial Cryptocurrency Wallets.- IoT and Security Protocols.- If-This-Then-Allow-That (to Phone Home): A Trigger-Based NetworkPolicy Enforcement Framework for Smart Homes.- Reducing Trust Assumptions with OSCORE, RISC-V, and Layer 2 One-Time Passwords.- Towards Characterizing IoT Software Update Practices.- Two-Layer Architecture for Signature-Based Attacks Detection over Encrypted Network Traffic.- Short Papers.- A Decision-Support Tool for Experimentation on Zero-Hour Phishing Detection.- Deep-Learning-Based Vulnerability Detection in Binary Executables.- Robustness of Affine and Extended Affine Equivalent Surjective S-Box(es) against Differential Cryptanalysis.

Inhalt
Cryptography.- Security Analysis of Improved EDHOC Protocol.- A Survey on Identity-based Blind Signature.- Do Not Rely on Clock Randomization: A Side-Channel Attack on a Protected Hardware Implementation of AES.- Post-Quantum and UC-secure Oblivious Transfer from SPHF with Grey Zone.- A New Class of Trapdoor Verifiable Delay Functions.- Practical homomorphic evaluation of block-cipher-based hash functions with applications.- Towards a maturity model for crypto-agility assessment.- Machine Learning.- Reducing the Cost of Machine Learning Differential Attacks Using Bit Selection and a Partial ML-Distinguisher.- Data-driven Evaluation of Intrusion Detectors : a Methodological Framework.- CHIEFS: Corneal-Specular Highlights Imaging for Enhancing Fake-Face Spotter.- Cybercrime and Privacy.- Where is The Python Interpreter?.- Automating Device Fingerprinting Attacks in 4G and5G NSA Mobile Networks.- Malicious Human Behaviour in Information System Security: Contribution to a Threat Model for Event Detection Algorithms.- A Taxonomy and Gap-analysis in Digital Privacy Education.- Differentially Private Friends Recommendation.- Physical-layer Security.- Underwater Confidential Communications in JANUS.- Defense Models for Data Recovery in Industrial Control Systems.- SCADA Radio Blackbox Reverse Engineering.- Blockchain.- Finding Unchecked Low-Level Calls with Zero False Positives and Negatives in Ethereum Smart Contracts.- Decentralized Vision-Based Byzantine Agent Detection in Multi-Robot Systems with IOTA Smart Contracts.- Money Transfer on Transaction Signature-based Ledger.- A Decentralized Mnemonic Backup System for Non-Custodial Cryptocurrency Wallets.- IoT and Security Protocols.- If-This-Then-Allow-That (to Phone Home): A Trigger-Based NetworkPolicy Enforcement Framework for Smart Homes.- Reducing Trust Assumptions with OSCORE, RISC-V, and Layer 2 One-Time Passwords.- Towards Characterizing IoT Software Update Practices.- Two-Layer Architecture for Signature-Based Attacks Detection over Encrypted Network Traffic.- Short Papers.- A Decision-Support Tool for Experimentation on Zero-Hour Phishing Detection.- Deep-Learning-Based Vulnerability Detection in Binary Executables.- Robustness of Affine and Extended Affine Equivalent Surjective S-Box(es) against Differential Cryptanalysis.