Description

本日紹介した論文の一覧

• Split Happens: Combating Advanced Threats with Split Learning and
  Function Secret Sharing
  http://arxiv.org/abs/2507.10494v1

• BURN: Backdoor Unlearning via Adversarial Boundary Analysis
  http://arxiv.org/abs/2507.10491v1

• SynthGuard: Redefining Synthetic Data Generation with a Scalable and
  Privacy-Preserving Workflow Framework
  http://arxiv.org/abs/2507.10489v1

• Logic layer Prompt Control Injection (LPCI): A Novel Security
  Vulnerability Class in Agentic Systems
  http://arxiv.org/abs/2507.10457v1

• DNS Tunneling: Threat Landscape and Improved Detection Solutions
  http://arxiv.org/abs/2507.10267v1

• Secure and Efficient Quantum Signature Scheme Based on the Controlled
  Unitary Operations Encryption
  http://arxiv.org/abs/2507.10233v1

• HASSLE: A Self-Supervised Learning Enhanced Hijacking Attack on Vertical
  Federated Learning
  http://arxiv.org/abs/2507.10162v1

• Domain Borders Are There to Be Crossed With Federated Few-Shot
  Adaptation
  http://arxiv.org/abs/2507.10160v1

• Accelerating Automatic Program Repair with Dual Retrieval-Augmented
  Fine-Tuning and Patch Generation on Large Language Models
  http://arxiv.org/abs/2507.10103v1

• The Man Behind the Sound: Demystifying Audio Private Attribute Profiling
  via Multimodal Large Language Model Agents
  http://arxiv.org/abs/2507.10016v1

• Differentially Private Federated Low Rank Adaptation Beyond Fixed-Matrix
  http://arxiv.org/abs/2507.09990v1

• Secure and Efficient UAV-Based Face Detection via Homomorphic Encryption
  and Edge Computing
  http://arxiv.org/abs/2507.09860v1

• Endorsement-Driven Blockchain SSI Framework for Dynamic IoT Ecosystems
  http://arxiv.org/abs/2507.09859v1

• AdvGrasp: Adversarial Attacks on Robotic Grasping from a Physical
  Perspective
  http://arxiv.org/abs/2507.09857v1

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。