Description

本日紹介した論文の一覧

• B-Side: Binary-Level Static System Call Identification
  http://arxiv.org/abs/2410.18053v1

• Federated Transformer: Multi-Party Vertical Federated Learning on
  Practical Fuzzily Linked Data
  http://arxiv.org/abs/2410.17986v1

• Multi-Continental Healthcare Modelling Using Blockchain-Enabled
  Federated Learning
  http://arxiv.org/abs/2410.17933v1

• SJMalloc: the security-conscious, fast, thread-safe and memory-efficient
  heap allocator
  http://arxiv.org/abs/2410.17928v1

• Securing Stack Smashing Protection in WebAssembly Applications
  http://arxiv.org/abs/2410.17925v1

• Slot: Provenance-Driven APT Detection through Graph Reinforcement
  Learning
  http://arxiv.org/abs/2410.17910v1

• Enhancing Federated Learning Convergence with Dynamic Data Queue and
  Data Entropy-driven Participant Selection
  http://arxiv.org/abs/2410.17792v1

• Time-to-Lie: Identifying Industrial Control System Honeypots Using the
  Internet Control Message Protocol
  http://arxiv.org/abs/2410.17731v1

• Entity-based Reinforcement Learning for Autonomous Cyber Defence
  http://arxiv.org/abs/2410.17647v1

• Securing Federated Learning Against Novel and Classic Backdoor Threats
  During Foundation Model Integration
  http://arxiv.org/abs/2410.17573v1

• Differentially Private Learning Needs Better Model Initialization and
  Self-Distillation
  http://arxiv.org/abs/2410.17566v1

• FedGMark: Certifiably Robust Watermarking for Federated Graph Learning
  http://arxiv.org/abs/2410.17533v1

• BadFair: Backdoored Fairness Attacks with Group-conditioned Triggers
  http://arxiv.org/abs/2410.17492v1

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。