Information and Communications Security

28th International Conference, ICICS 2026, Fukui, Japan, October 27–30, 2026, Proceedings, Part VI
Erscheinungsjahr 2026
ISBN: 978-981-9268-42-9
Verlag: Springer

Buch, Englisch, 637 Seiten, Format (B × H): 155 mm x 235 mm

Reihe: Lecture Notes in Computer Science

This set of volumes constitutes the refereed proceedings of 28th International Conference on Information and Communications Security, ICICS 2026, held in Fukui, Japan, during October 27–30, 2026.

The 148 full papers, 69 short papers and 16 poster papers presented in this book were carefully selected and reviewed from 499 submissions. The papers are organized in the following topical sections:

Part I: Full Papers — Cryptography and Secure Protocols.
Part II: Full Papers — Federated Learning, AI Model Security and Blockchain.
Part III: Full Papers — LLM Security, Software Security and Malware Analysis.
Part IV: Full Papers — Network, IoT, Hardware Security and Privacy.
Part V: Short Papers I — Cryptography, Secure Computation and Blockchain.
Part VI: Short Papers II — AI and Systems Security, and Posters.

Zielgruppe

Research

Autoren/Hrsg.

Su, Chunhua

Conti, Mauro

Cao, Yang

Omote, Kazumasa

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
• Interdisziplinäres Wissenschaften Wissenschaften: Forschung und Information Informationstheorie, Kodierungstheorie
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Wissensbasierte Systeme, Expertensysteme
• Mathematik | Informatik EDV | Informatik Angewandte Informatik
• Mathematik | Informatik EDV | Informatik Technische Informatik Computersicherheit Kryptographie, Datenverschlüsselung
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Algorithmen & Datenstrukturen
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Mining

Inhaltsverzeichnis

.- LLM and Agent Security (Short Papers) .

.- SimulAPT: LLM-Driven Reconstruction and Simulation of APT Campaigns.

.- TraceShield: Boundary-Aware Semantic Auditing and Risk-Graph Analysis for Secure LLM Agent Tool Chains.

.- VERDE: Semantic-Aware Weight Adaptation via Large Language Models for Green AI Orchestration.

.- NANOZK: Privacy-Preserving Verifiable Inference for Large Language Models via Layerwise Zero-Knowledge Proofs.

.- VulnPilot: A Multi-Agent LLM Framework for Automated Penetration Testing.

.- CIPHERNOVA: A Test Feedback-Driven and Hierarchical LLM-Prompt-Based Approach for Cryptographic Code Generation.

.- Agent-based HTTP Alert Judgment System: Integrating Reinforcement Learning and Multi-Agent Collaboration.

.- AI Model Security (Short Papers) .

.- Targeted Semantic Subspace Perturbation Against Model Inversion Attacks.

.- BLM-PFP: A Trustworthy Biomedical Knowledge-Guided Multimodal Fusion Model for Security-Sensitive Protein Function Prediction.

.- CVAE-ECA: A Stealthy Backdoor Attack against Speech Classification via Emotion Conversion.

.- Toward Robust Fingerprint Recognition: An Anchor-Guided Pre-emptive Protection Method Based on Forced Breeding Evolution.

.- Expose-then-Use: Multi-Label Medical Model Extraction via Victim-Induced Label Structure.

.- Steganography and Media Security (Short Papers) .

.- Enhancing Post-Inversion Detection of Tree-Ring Watermarks under Image Distortions.

.- Malware and Binary Analysis (Short Papers) .

.- BinSpeed: Efficient Semantic Binary Similarity Analysis with N-Gram Basic-Block Sequences.

.- KAN-Det: Generalizable Hybrid Malware Detection with KolmogorovArnold Networks.

.- URAD:Unsupervised Ransomware Anomaly Detection Using LSTM-VAE and Bahdanau Attention.

.- Loom: A Balanced String-Based Transformer for Android Malware Detection.

.- SPARTA – Soft-Proximal Adaptive Robust Trustworthy Aggregator for Decentralized Federated Learning under Label Skew and Byzantine Threats.

.- CLEAR: Cross-path Large-kernel Embedding and Adaptive Refinement.

.- Beyond Semantic Drift: High-Fidelity Byte-Level Malware Attribution via Structure-Aware MIL.

.- Vulnerability Detection and Fuzzing (Short Papers) .

.- Fusing Code Semantics and Dynamic Execution Traces: A Multi-Modal Framework for Detecting Cryptographic API Misuse.

.- Quantifying Network-Visible Exposure and Vulnerability-Risk Reduction Through Reconnaissance-Driven Hardening in a Controlled Virtual Testbed.

.- SFGFuzz: Field-Sensitivity-Guided Fuzzing for Vulnerability-Candidate Mining in Modbus TCP.

.- Automated Protocol Fuzzing: Are We There Yet? .

.- Web, Mobile and Supply Chain Security (Short Papers) .

.- DiffScope: Auditing Functionality-Level Data Over-Collection in Mobile Apps via Cross-Platform Differential Analysis.

.- When Packages Lie: Mitigating Package Hallucinations with a Sufficient Context RAG Framework.

.- Network Security and Traffic Analysis (Short Papers) .

.- Beyond Isotropic Aggregation: Residual Graph Attention for Provenance-based Threat Detection.

.- Satellite Network Multicast Routing Method Based on Orbital Average Distance Clustering.

.- Cross-Domain Encrypted Traffic Attack Detection with Feature Alignment under Few-Shot Settings.

.- Cross-domain Direction-aware Encrypted Traffic Analysis Based on Local Deviation.

Cost-Aware Confidence-Gated Two-Stage Network Intrusion Detection under a Cross-File Cross-Class Stress Test.

.- An Empirical Study of Cross-Domain Generalization in Network Intrusion Detection.

.- A Security Analysis and Lightweight Hybrid IDS for the CubeSat Space Protocol over CAN.

.- IoT, CPS and Automotive Security (Short Papers) .

.- CANederlo: A Lightweight Safety-Aware Anomaly Detection System for CAN Vehicle Networks.

.- Dual-View Semantic-Structural Learning for IoT device Firmware Vulnerability Detection.

.- TIEE Role Inversion for Sensitive Data Protection in Smart Home Hubs.

.- Authentication and Access Control .

.- VeinoCert: Binding an Object to an Owner.

.- Learning Human-Computable Passwords: What Makes Them Hard (or Easy) for Neural Models?.

.- Quantum Origami Access Control: Authorization as Structural Compatibility in Quantum Systems.

.- Security Measurement and Systematization (Short Papers) .

.- Synchronized Process-Network Datasets for Wireless Attacks in SDN-Enabled Industrial Control Systems.

.- Posters .

.- POSTER: Threshold Blind Identity-Based Encryption with Certified Identities.

.- POSTER: Exploring Connectionless MQTT to Achieve End-to-End Security and High Performance.

.- POSTER: Security Analysis on a Secure Medical Data Sharing System in Digital Twin Environments.

.- POSTER: Blind Revocable Identity-Based Encryption with Certified Identities.

.- Why Do Vulnerability Scanners Disagree? Statistical Evidence and Scenario-Based Selection Guidance for Nessus and Rapid7.

.- POSTER: Defending LLMs Against Non-Natural Language Obfuscated Attacks.

.- POSTER: A Cuckoo-Filter-Based Local Differential Privacy Scheme for Multi-Task F-MCS.

.- POSTER: Operationalizing Stateful Hash-Based Signatures for VPN Authentication.

.- POSTER: From Leakage Detection to Leakage-Aware Compilation of Masked Implementations in Jasmin.

.- POSTER: Privacy-Preserving and Verifiable Dynamic Billing for Edge–Cloud Collaboration

.- When Differential Privacy Reshapes Robust Aggregation: Signal Degradation and Adaptive Aggregation for Federated Intrusion Detection.

.- POSTER: Multi-Key Homomorphic Encryption-Based TTP-Free Privacy-Preserving Federated Learning Framework.

.- POSTER: LABA: A Query-Efficient Black-Box Textual Attack via Adaptive N-ary Search and LLM-Guided Substitution.

.- AutoWebExplorer: A Code-Orchestrated LLM Agent for Web Attack Surface Exploration.

.- POSTER: Towards an IoIV Classification Framework for Post-Quantum Cryptographic Implementation Vulnerabilities.

.- POSTER: Multi-Objective Fine-Tuning for Secure Code Generation: A Comparative Study of LoRA and Prefix-Tuning Methods.