Description

本日紹介した論文の一覧

• Unraveling Ethereum's Mempool: The Impact of Fee Fairness, Transaction
  Prioritization, and Consensus Efficiency
  http://arxiv.org/abs/2506.07988v1

• Exposing Hidden Backdoors in NFT Smart Contracts: A Static Security
  Analysis of Rug Pull Patterns
  http://arxiv.org/abs/2506.07974v1

• Understanding the Error Sensitivity of Privacy-Aware Computing
  http://arxiv.org/abs/2506.07957v1

• TokenBreak: Bypassing Text Classification Models Through Token
  Manipulation
  http://arxiv.org/abs/2506.07948v1

• Secure Distributed Learning for CAVs: Defending Against Gradient Leakage
  with Leveled Homomorphic Encryption
  http://arxiv.org/abs/2506.07894v1

• SoK: Data Reconstruction Attacks Against Machine Learning Models:
  Definition, Metrics, and Benchmark
  http://arxiv.org/abs/2506.07888v1

• Evaluating explainable AI for deep learning-based network intrusion
  detection system alert classification
  http://arxiv.org/abs/2506.07882v1

• Securing Unbounded Differential Privacy Against Timing Attacks
  http://arxiv.org/abs/2506.07868v1

• Are Trees Really Green? A Detection Approach of IoT Malware Attacks
  http://arxiv.org/abs/2506.07836v1

• User-space library rootkits revisited: Are user-space detection
  mechanisms futile?
  http://arxiv.org/abs/2506.07827v1

• LLM Unlearning Should Be Form-Independent
  http://arxiv.org/abs/2506.07795v1

• "I wasn't sure if this is indeed a security risk": Data-driven
  Understanding of Security Issue Reporting in GitHub Repositories of Open
  Source npm Packages
  http://arxiv.org/abs/2506.07728v1

• Profiling Electric Vehicles via Early Charging Voltage Patterns
  http://arxiv.org/abs/2506.07714v1

• Stark-Coleman Invariants and Quantum Lower Bounds: An Integrated
  Framework for Real Quadratic Fields
  http://arxiv.org/abs/2506.07640v1

• TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in
  Federated Tree-Based Systems
  http://arxiv.org/abs/2506.07605v1

• MalGEN: A Generative Agent Framework for Modeling Malicious Software in
  Cybersecurity
  http://arxiv.org/abs/2506.07586v1

• Explainable AI for Enhancing IDS Against Advanced Persistent Kill Chain
  http://arxiv.org/abs/2506.07480v1

• Pixel-Sensitive and Robust Steganography Based on Polar Codes
  http://arxiv.org/abs/2506.07404v1

• Enhancing Watermarking Quality for LLMs via Contextual Generation States
  Awareness
  http://arxiv.org/abs/2506.07403v1

• Beyond Jailbreaks: Revealing Stealthier and Broader LLM Security Risks
  Stemming from Alignment Failures
  http://arxiv.org/abs/2506.07402v1

• From Static to Adaptive Defense: Federated Multi-Agent Deep
  Reinforcement Learning-Driven Moving Target Defense Against DoS Attacks in
  UAV Swarm Networks
  http://arxiv.org/abs/2506.07392v1

• Enhanced Consistency Bi-directional GAN(CBiGAN) for Malware Anomaly
  Detection
  http://arxiv.org/abs/2506.07372v1

• JavelinGuard: Low-Cost Transformer Architectures for LLM Security
  http://arxiv.org/abs/2506.07330v1

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。