Description

本日紹介した論文の一覧

• Towards a Functionally Complete and Parameterizable TFHE Processor
  http://arxiv.org/abs/2510.23483v1

• SQOUT: A Risk-Based Threat Analysis Framework for Quantum Communication
  Systems
  http://arxiv.org/abs/2510.23462v1

• Differential Privacy as a Perk: Federated Learning over Multiple-Access
  Fading Channels with a Multi-Antenna Base Station
  http://arxiv.org/abs/2510.23463v1

• Authentication Against Insecure Bootstrapping for 5G Networks:
  Feasibility, Resiliency, and Transitional Solutions in Post-Quantum Era
  http://arxiv.org/abs/2510.23457v1

• A Neuro-Symbolic Multi-Agent Approach to Legal-Cybersecurity Knowledge
  Integration
  http://arxiv.org/abs/2510.23443v1

• Floating-Point Neural Network Verification at the Software Level
  http://arxiv.org/abs/2510.23389v1

• Network Intrusion Detection: Evolution from Conventional Approaches to
  LLM Collaboration and Emerging Risks
  http://arxiv.org/abs/2510.23313v1

• Privacy-Preserving Semantic Communication over Wiretap Channels with
  Learnable Differential Privacy
  http://arxiv.org/abs/2510.23274v1

• Optimizing Optimism: Up to 6.5x Faster zkVM Validty Proofs via Sparse
  Derivation
  http://arxiv.org/abs/2510.23172v1

• Beyond Imprecise Distance Metrics: LLM-Predicted Target Call Stacks for
  Directed Greybox Fuzzing
  http://arxiv.org/abs/2510.23101v1

• Fast-MIA: Efficient and Scalable Membership Inference for LLMs
  http://arxiv.org/abs/2510.23074v1

• zkSTAR: A zero knowledge system for time series attack detection
  enforcing regulatory compliance in critical infrastructure networks
  http://arxiv.org/abs/2510.23060v1

• KAPG: Adaptive Password Guessing via Knowledge-Augmented Generation
  http://arxiv.org/abs/2510.23036v1

• A high-capacity linguistic steganography based on entropy-driven
  rank-token mapping
  http://arxiv.org/abs/2510.23035v1

• Efficient and Encrypted Inference using Binarized Neural Networks within
  In-Memory Computing Architectures
  http://arxiv.org/abs/2510.23034v1

• A Multi-Store Privacy Measurement of Virtual Reality App Ecosystem
  http://arxiv.org/abs/2510.23024v1

• Advancing Honeywords for Real-World Authentication Security
  http://arxiv.org/abs/2510.22971v1

• CompressionAttack: Exploiting Prompt Compression as a New Attack Surface
  in LLM-Powered Agents
  http://arxiv.org/abs/2510.22963v1

• QuantumShield: Multilayer Fortification for Quantum Federated Learning
  http://arxiv.org/abs/2510.22945v1

• Is Your Prompt Poisoning Code? Defect Induction Rates and Security
  Mitigation Strategies
  http://arxiv.org/abs/2510.22944v1

なお、ポッドキャスト内で紹介する内容は、各論文の概要を日本語で解説したもので、論文概要の著作権は論文著者に帰属します。